Unified Agent + reusable Go agent core.
vitepress
+6529
web/docs/docs/.vitepress/config.ts
web/vitepress/docs/.vitepress/config.ts
web/docs/docs/.vitepress/config.ts
web/vitepress/docs/.vitepress/config.ts
web/docs/docs/.vitepress/theme/custom.css
web/vitepress/docs/.vitepress/theme/custom.css
web/docs/docs/.vitepress/theme/custom.css
web/vitepress/docs/.vitepress/theme/custom.css
web/docs/docs/index.md
web/vitepress/docs/index.md
web/docs/docs/index.md
web/vitepress/docs/index.md
web/docs/docs/ja/index.md
web/vitepress/docs/ja/index.md
web/docs/docs/ja/index.md
web/vitepress/docs/ja/index.md
web/docs/docs/public/android-chrome-192x192.png
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web/docs/docs/public/favicon.ico
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web/vitepress/docs/public/favicon.svg
web/docs/docs/public/favicon.svg
web/vitepress/docs/public/favicon.svg
web/docs/docs/public/mister-morph-logo.svg
web/vitepress/docs/public/mister-morph-logo.svg
web/docs/docs/public/mister-morph-logo.svg
web/vitepress/docs/public/mister-morph-logo.svg
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web/vitepress/docs/public/site.webmanifest
web/docs/docs/zh/index.md
web/vitepress/docs/zh/index.md
web/docs/docs/zh/index.md
web/vitepress/docs/zh/index.md
+32
web/vitepress/.gitignore
+32
web/vitepress/.gitignore
···
1
+
# Dependencies
2
+
node_modules/
3
+
.pnpm-store/
4
+
5
+
# Build output
6
+
dist/
7
+
dist-ssr/
8
+
docs/.vitepress/cache/
9
+
docs/.vitepress/dist/
10
+
11
+
# Local overrides
12
+
*.local
13
+
14
+
# Logs
15
+
logs/
16
+
*.log
17
+
npm-debug.log*
18
+
pnpm-debug.log*
19
+
yarn-debug.log*
20
+
yarn-error.log*
21
+
lerna-debug.log*
22
+
23
+
# Editor files
24
+
.vscode/*
25
+
!.vscode/extensions.json
26
+
.idea/
27
+
.DS_Store
28
+
*.suo
29
+
*.ntvs*
30
+
*.njsproj
31
+
*.sln
32
+
*.sw?
+23
web/vitepress/README.md
+23
web/vitepress/README.md
···
1
+
# VitePress Docs (web/docs)
2
+
3
+
## Run locally
4
+
5
+
```bash
6
+
pnpm install
7
+
pnpm dev
8
+
```
9
+
10
+
## Build
11
+
12
+
```bash
13
+
pnpm build
14
+
pnpm serve
15
+
```
16
+
17
+
## Agent-friendly outputs
18
+
19
+
After `pnpm build`, generated files include:
20
+
21
+
- `dist/llms.txt`
22
+
- `dist/llms-full.txt`
23
+
- per-page `*.md`
+24
web/vitepress/docs/.vitepress/theme/index.ts
+24
web/vitepress/docs/.vitepress/theme/index.ts
···
1
+
import DefaultTheme from 'vitepress/theme'
2
+
import type { Theme } from 'vitepress'
3
+
import CopyOrDownloadAsMarkdownButtons from 'vitepress-plugin-llms/vitepress-components/CopyOrDownloadAsMarkdownButtons.vue'
4
+
import 'quail-ui/dist/index.css'
5
+
import './custom.css'
6
+
7
+
const applyMorphTheme = () => {
8
+
if (typeof document === 'undefined') {
9
+
return
10
+
}
11
+
document.body.dataset.theme = 'morph'
12
+
document.body.classList.remove('dark')
13
+
document.body.classList.add('light')
14
+
}
15
+
16
+
export default {
17
+
extends: DefaultTheme,
18
+
enhanceApp({ app }) {
19
+
app.component('CopyOrDownloadAsMarkdownButtons', CopyOrDownloadAsMarkdownButtons)
20
+
},
21
+
setup() {
22
+
applyMorphTheme()
23
+
}
24
+
} satisfies Theme
+105
web/vitepress/docs/guide/agent-level-customization.md
+105
web/vitepress/docs/guide/agent-level-customization.md
···
1
+
---
2
+
title: Agent-Level Customization
3
+
description: Low-level customization beyond integration runtime APIs.
4
+
---
5
+
6
+
# Agent-Level Customization
7
+
8
+
Use this page when you need behavior not exposed by `integration.Runtime`.
9
+
10
+
## Minimal Runnable Example (Agent Low-Level API)
11
+
12
+
This example uses `agent.New(...)` directly, without `integration.Runtime`.
13
+
14
+
```go
15
+
package main
16
+
17
+
import (
18
+
"context"
19
+
"fmt"
20
+
"os"
21
+
22
+
"github.com/quailyquaily/mistermorph/agent"
23
+
"github.com/quailyquaily/mistermorph/providers/uniai"
24
+
"github.com/quailyquaily/mistermorph/tools"
25
+
)
26
+
27
+
func main() {
28
+
client := uniai.New(uniai.Config{
29
+
Provider: "openai",
30
+
Endpoint: "https://api.openai.com",
31
+
APIKey: os.Getenv("OPENAI_API_KEY"),
32
+
Model: "gpt-5.4",
33
+
})
34
+
35
+
reg := tools.NewRegistry() // minimal example: no tools
36
+
37
+
spec := agent.DefaultPromptSpec()
38
+
spec.Blocks = append(spec.Blocks, agent.PromptBlock{
39
+
Content: "[[ Runtime Rule ]]\\nAnswer in one short paragraph.",
40
+
})
41
+
42
+
eng := agent.New(client, reg, agent.Config{
43
+
MaxSteps: 8,
44
+
ParseRetries: 2,
45
+
ToolRepeatLimit: 3,
46
+
}, spec)
47
+
48
+
final, _, err := eng.Run(context.Background(), "Introduce yourself", agent.RunOptions{
49
+
Model: "gpt-5.4",
50
+
})
51
+
if err != nil {
52
+
panic(err)
53
+
}
54
+
55
+
fmt.Println(final.Output)
56
+
}
57
+
```
58
+
59
+
## Typical Cases
60
+
61
+
- inject dynamic prompt blocks from code per task
62
+
- replace system prompt rendering logic
63
+
- inject extra LLM request params
64
+
- customize tool success/fallback handling
65
+
66
+
## Inject Prompt Blocks with `PromptSpec`
67
+
68
+
```go
69
+
spec := agent.DefaultPromptSpec()
70
+
spec.Blocks = append(spec.Blocks, agent.PromptBlock{
71
+
Content: "[[ Project Policy ]]\nAlways include trace_id in external API calls.",
72
+
})
73
+
74
+
engine := agent.New(client, reg, agentCfg, spec)
75
+
```
76
+
77
+
## Replace Prompt Builder
78
+
79
+
```go
80
+
engine := agent.New(
81
+
client,
82
+
reg,
83
+
agentCfg,
84
+
spec,
85
+
agent.WithPromptBuilder(func(reg *tools.Registry, task string) string {
86
+
return "your fully custom system prompt"
87
+
}),
88
+
)
89
+
```
90
+
91
+
## Other Low-Level Hooks
92
+
93
+
- `agent.WithParamsBuilder(...)`
94
+
- `agent.WithOnToolSuccess(...)`
95
+
- `agent.WithFallbackFinal(...)`
96
+
- `agent.WithPlanStepUpdate(...)`
97
+
98
+
## Scope Boundary
99
+
100
+
- custom tool registration: [Advanced Core Embedding](/guide/core-advanced-embedding)
101
+
- Telegram channel integration: [Advanced Core Embedding](/guide/core-advanced-embedding)
102
+
103
+
## Recommendation
104
+
105
+
Prefer `integration` by default. Move to this level only when you need capabilities that `integration` does not expose.
+49
web/vitepress/docs/guide/build-agent-with-core.md
+49
web/vitepress/docs/guide/build-agent-with-core.md
···
1
+
---
2
+
title: Build an Agent with Core
3
+
description: Embed Mister Morph integration runtime in your Go project.
4
+
---
5
+
6
+
# Build an Agent with Core
7
+
8
+
Use `integration` as the embedding entrypoint.
9
+
10
+
## Minimal Example
11
+
12
+
```go
13
+
package main
14
+
15
+
import (
16
+
"context"
17
+
"fmt"
18
+
19
+
"github.com/quailyquaily/mistermorph/agent"
20
+
"github.com/quailyquaily/mistermorph/integration"
21
+
)
22
+
23
+
func main() {
24
+
cfg := integration.DefaultConfig()
25
+
cfg.BuiltinToolNames = []string{"read_file", "url_fetch", "todo_update"}
26
+
cfg.Set("llm.provider", "openai")
27
+
cfg.Set("llm.model", "gpt-5.4")
28
+
cfg.Set("llm.api_key", "YOUR_API_KEY")
29
+
30
+
rt := integration.New(cfg)
31
+
32
+
task := "Read README and output a short summary"
33
+
final, _, err := rt.RunTask(context.Background(), task, agent.RunOptions{})
34
+
if err != nil {
35
+
panic(err)
36
+
}
37
+
38
+
fmt.Println(final.Output)
39
+
}
40
+
```
41
+
42
+
## Common Tuning
43
+
44
+
- `cfg.BuiltinToolNames`
45
+
- `cfg.Set("max_steps", N)`
46
+
- `cfg.Set("tool_repeat_limit", N)`
47
+
- `cfg.Inspect.Prompt`, `cfg.Inspect.Request`
48
+
49
+
Prepared mode (`NewRunEngine*`) is covered in [Advanced Core Embedding](/guide/core-advanced-embedding).
+62
web/vitepress/docs/guide/built-in-tools.md
+62
web/vitepress/docs/guide/built-in-tools.md
···
1
+
---
2
+
title: Built-in Tools
3
+
description: Static tools, runtime-injected tools, and channel-specific tools.
4
+
---
5
+
6
+
# Built-in Tools
7
+
8
+
Tools are registered in two phases: static + runtime.
9
+
10
+
## Static Tools (config-driven)
11
+
12
+
These are created from config without runtime context.
13
+
14
+
- `read_file`: read local files
15
+
- `write_file`: write local files under allowed dirs
16
+
- `bash`: execute local shell commands
17
+
- `url_fetch`: HTTP(S) fetch/download
18
+
- `web_search`: web search
19
+
- `contacts_send`: send outbound message by contact
20
+
21
+
## Runtime Tools (LLM runtime dependent)
22
+
23
+
These are injected when runtime has active LLM client/model.
24
+
25
+
- `plan_create`
26
+
- `todo_update`
27
+
28
+
## Channel-Specific Runtime Tools
29
+
30
+
- Telegram runtime can add:
31
+
- `telegram_send_voice`
32
+
- `telegram_send_photo`
33
+
- `telegram_send_file`
34
+
- `message_react`
35
+
- Slack runtime can add:
36
+
- `message_react`
37
+
38
+
## Tool Selection in Core Embedding
39
+
40
+
You can whitelist built-ins via `integration.Config.BuiltinToolNames`.
41
+
42
+
```go
43
+
cfg.BuiltinToolNames = []string{"read_file", "url_fetch", "todo_update"}
44
+
```
45
+
46
+
Empty list means all known built-ins.
47
+
48
+
## Key Config Sections
49
+
50
+
```yaml
51
+
tools:
52
+
read_file: ...
53
+
write_file: ...
54
+
bash: ...
55
+
url_fetch: ...
56
+
web_search: ...
57
+
contacts_send: ...
58
+
todo_update: ...
59
+
plan_create: ...
60
+
```
61
+
62
+
See `docs/tools.md` for deeper parameter-level behavior.
+40
web/vitepress/docs/guide/config-patterns.md
+40
web/vitepress/docs/guide/config-patterns.md
···
1
+
---
2
+
title: Config Patterns
3
+
description: Common patterns for routes, profiles, and tool policy.
4
+
---
5
+
6
+
# Config Patterns
7
+
8
+
## LLM Profiles and Routes
9
+
10
+
```yaml
11
+
llm:
12
+
model: gpt-5.4
13
+
profiles:
14
+
cheap:
15
+
model: gpt-4.1-mini
16
+
routes:
17
+
main_loop: default
18
+
addressing: cheap
19
+
heartbeat: cheap
20
+
```
21
+
22
+
## Tool Toggles
23
+
24
+
```yaml
25
+
tools:
26
+
bash:
27
+
enabled: false
28
+
url_fetch:
29
+
enabled: true
30
+
timeout: "30s"
31
+
```
32
+
33
+
## Runtime Limits
34
+
35
+
```yaml
36
+
max_steps: 20
37
+
tool_repeat_limit: 4
38
+
```
39
+
40
+
Use `assets/config/config.example.yaml` as canonical key list.
+238
web/vitepress/docs/guide/config-reference.md
+238
web/vitepress/docs/guide/config-reference.md
···
1
+
---
2
+
title: Config Fields Reference
3
+
description: Complete field map for config.yaml.
4
+
---
5
+
6
+
# Config Fields Reference
7
+
8
+
Source of truth: `assets/config/config.example.yaml`.
9
+
10
+
All keys can be overridden by env vars (`MISTER_MORPH_...`). See [Environment Variables Reference](/guide/env-vars-reference).
11
+
12
+
## Global
13
+
14
+
- `user_agent`: outbound HTTP user-agent for tools.
15
+
16
+
## LLM
17
+
18
+
- `llm.provider`
19
+
- `llm.model`
20
+
- `llm.endpoint`
21
+
- `llm.api_key`
22
+
- `llm.request_timeout`
23
+
- `llm.temperature` (optional)
24
+
- `llm.reasoning_effort`
25
+
- `llm.reasoning_budget_tokens` (optional)
26
+
- `llm.tools_emulation_mode` (`off|fallback|force`)
27
+
- `llm.azure.deployment`
28
+
- `llm.bedrock.aws_key`
29
+
- `llm.bedrock.aws_secret`
30
+
- `llm.bedrock.region`
31
+
- `llm.bedrock.model_arn`
32
+
- `llm.cloudflare.account_id`
33
+
- `llm.cloudflare.api_token`
34
+
- `llm.profiles.<profile>.*` (named profile overrides)
35
+
- `llm.routes.main_loop`
36
+
- `llm.routes.addressing`
37
+
- `llm.routes.heartbeat`
38
+
- `llm.routes.plan_create`
39
+
- `llm.routes.memory_draft`
40
+
41
+
## Multimodal
42
+
43
+
- `multimodal.image.sources`
44
+
45
+
## Logging
46
+
47
+
- `logging.level`
48
+
- `logging.format`
49
+
- `logging.add_source`
50
+
- `logging.include_thoughts`
51
+
- `logging.include_tool_params`
52
+
- `logging.include_skill_contents`
53
+
- `logging.max_thought_chars`
54
+
- `logging.max_json_bytes`
55
+
- `logging.max_string_value_chars`
56
+
- `logging.max_skill_content_chars`
57
+
- `logging.redact_keys`
58
+
59
+
## Secrets and Auth Profiles
60
+
61
+
- `secrets.allow_profiles`
62
+
- `auth_profiles.<id>.credential.kind`
63
+
- `auth_profiles.<id>.credential.secret`
64
+
- `auth_profiles.<id>.allow.url_prefixes`
65
+
- `auth_profiles.<id>.allow.methods`
66
+
- `auth_profiles.<id>.allow.follow_redirects`
67
+
- `auth_profiles.<id>.allow.allow_proxy`
68
+
- `auth_profiles.<id>.allow.deny_private_ips`
69
+
- `auth_profiles.<id>.bindings.url_fetch.inject.location`
70
+
- `auth_profiles.<id>.bindings.url_fetch.inject.name`
71
+
- `auth_profiles.<id>.bindings.url_fetch.inject.format`
72
+
- `auth_profiles.<id>.bindings.url_fetch.allow_user_headers`
73
+
- `auth_profiles.<id>.bindings.url_fetch.user_header_allowlist`
74
+
75
+
## Guard
76
+
77
+
- `guard.enabled`
78
+
- `guard.dir_name`
79
+
- `guard.network.url_fetch.allowed_url_prefixes`
80
+
- `guard.network.url_fetch.deny_private_ips`
81
+
- `guard.network.url_fetch.follow_redirects`
82
+
- `guard.network.url_fetch.allow_proxy`
83
+
- `guard.redaction.enabled`
84
+
- `guard.redaction.patterns`
85
+
- `guard.audit.jsonl_path`
86
+
- `guard.audit.rotate_max_bytes`
87
+
- `guard.approvals.enabled`
88
+
89
+
## Tools
90
+
91
+
- `tools.read_file.max_bytes`
92
+
- `tools.read_file.deny_paths`
93
+
- `tools.write_file.enabled`
94
+
- `tools.write_file.max_bytes`
95
+
- `tools.contacts_send.enabled`
96
+
- `tools.todo_update.enabled`
97
+
- `tools.plan_create.enabled`
98
+
- `tools.plan_create.max_steps`
99
+
- `tools.url_fetch.enabled`
100
+
- `tools.url_fetch.timeout`
101
+
- `tools.url_fetch.max_bytes`
102
+
- `tools.url_fetch.max_bytes_download`
103
+
- `tools.web_search.enabled`
104
+
- `tools.web_search.base_url`
105
+
- `tools.web_search.timeout`
106
+
- `tools.web_search.max_results`
107
+
- `tools.bash.enabled`
108
+
- `tools.bash.timeout`
109
+
- `tools.bash.max_output_bytes`
110
+
- `tools.bash.deny_paths`
111
+
- `tools.bash.injected_env_vars`
112
+
113
+
## MCP
114
+
115
+
- `mcp.servers[].name`
116
+
- `mcp.servers[].enable`
117
+
- `mcp.servers[].type` (`stdio|http`)
118
+
- `mcp.servers[].command`
119
+
- `mcp.servers[].args`
120
+
- `mcp.servers[].env`
121
+
- `mcp.servers[].url`
122
+
- `mcp.servers[].headers`
123
+
- `mcp.servers[].allowed_tools`
124
+
125
+
## Memory
126
+
127
+
- `memory.enabled`
128
+
- `memory.dir_name`
129
+
- `memory.short_term_days`
130
+
- `memory.injection.enabled`
131
+
- `memory.injection.max_items`
132
+
133
+
## Bus, Contacts, Tasks, Skills
134
+
135
+
- `bus.max_inflight`
136
+
- `contacts.dir_name`
137
+
- `contacts.proactive.max_turns_per_session`
138
+
- `contacts.proactive.session_cooldown`
139
+
- `contacts.proactive.failure_cooldown`
140
+
- `tasks.dir_name`
141
+
- `tasks.persistence_targets`
142
+
- `tasks.rotate_max_bytes`
143
+
- `tasks.targets.console.heartbeat_topic_id`
144
+
- `skills.dir_name`
145
+
- `skills.enabled`
146
+
- `skills.load`
147
+
148
+
## Server and Console
149
+
150
+
- `server.listen` (deprecated)
151
+
- `server.auth_token`
152
+
- `server.max_queue`
153
+
- `console.listen`
154
+
- `console.base_path`
155
+
- `console.static_dir`
156
+
- `console.password`
157
+
- `console.password_hash`
158
+
- `console.session_ttl`
159
+
- `console.managed_runtimes`
160
+
- `console.endpoints[].name`
161
+
- `console.endpoints[].url`
162
+
- `console.endpoints[].auth_token`
163
+
164
+
## Telegram
165
+
166
+
- `telegram.bot_token`
167
+
- `telegram.allowed_chat_ids`
168
+
- `telegram.group_trigger_mode`
169
+
- `telegram.addressing_confidence_threshold`
170
+
- `telegram.addressing_interject_threshold`
171
+
- `telegram.poll_timeout`
172
+
- `telegram.task_timeout`
173
+
- `telegram.max_concurrency`
174
+
- `telegram.serve_listen`
175
+
176
+
## Slack
177
+
178
+
- `slack.base_url`
179
+
- `slack.bot_token`
180
+
- `slack.app_token`
181
+
- `slack.allowed_team_ids`
182
+
- `slack.allowed_channel_ids`
183
+
- `slack.group_trigger_mode`
184
+
- `slack.addressing_confidence_threshold`
185
+
- `slack.addressing_interject_threshold`
186
+
- `slack.task_timeout`
187
+
- `slack.max_concurrency`
188
+
- `slack.serve_listen`
189
+
190
+
## LINE
191
+
192
+
- `line.base_url`
193
+
- `line.channel_access_token`
194
+
- `line.channel_secret`
195
+
- `line.webhook_listen`
196
+
- `line.webhook_path`
197
+
- `line.allowed_group_ids`
198
+
- `line.group_trigger_mode`
199
+
- `line.addressing_confidence_threshold`
200
+
- `line.addressing_interject_threshold`
201
+
- `line.task_timeout`
202
+
- `line.max_concurrency`
203
+
- `line.serve_listen`
204
+
205
+
## Lark
206
+
207
+
- `lark.base_url`
208
+
- `lark.app_id`
209
+
- `lark.app_secret`
210
+
- `lark.webhook_listen`
211
+
- `lark.webhook_path`
212
+
- `lark.verification_token`
213
+
- `lark.encrypt_key`
214
+
- `lark.allowed_chat_ids`
215
+
- `lark.group_trigger_mode`
216
+
- `lark.addressing_confidence_threshold`
217
+
- `lark.addressing_interject_threshold`
218
+
- `lark.task_timeout`
219
+
- `lark.max_concurrency`
220
+
- `lark.serve_listen`
221
+
222
+
## Heartbeat
223
+
224
+
- `heartbeat.enabled`
225
+
- `heartbeat.interval`
226
+
227
+
## Loop Limits and File Storage
228
+
229
+
- `max_steps`
230
+
- `parse_retries`
231
+
- `max_token_budget`
232
+
- `tool_repeat_limit`
233
+
- `timeout`
234
+
- `file_state_dir`
235
+
- `file_cache_dir`
236
+
- `file_cache.max_age`
237
+
- `file_cache.max_files`
238
+
- `file_cache.max_total_bytes`
+172
web/vitepress/docs/guide/core-advanced-embedding.md
+172
web/vitepress/docs/guide/core-advanced-embedding.md
···
1
+
---
2
+
title: Advanced Core Embedding
3
+
description: "Integration runtime capabilities: config, registry, run engine, and channel runners."
4
+
---
5
+
6
+
# Advanced Core Embedding
7
+
8
+
This page only covers capabilities provided by the `integration` package.
9
+
10
+
## What `integration` Provides
11
+
12
+
- `integration.DefaultConfig()` / `integration.Config.Set(...)`
13
+
- `integration.New(cfg)`
14
+
- `rt.NewRegistry()`
15
+
- `rt.NewRunEngine(...)`
16
+
- `rt.NewRunEngineWithRegistry(...)`
17
+
- `rt.RunTask(...)`
18
+
- `rt.RequestTimeout()`
19
+
- `rt.NewTelegramBot(...)`
20
+
- `rt.NewSlackBot(...)`
21
+
22
+
## Config Layer (Inside `integration.Config`)
23
+
24
+
- `Overrides` + `Set(key, value)`: override Viper keys.
25
+
- `Features`: toggle built-in runtime wiring (`PlanTool`, `Guard`, `Skills`).
26
+
- `BuiltinToolNames`: built-in tool whitelist (empty = all built-ins).
27
+
- `Inspect`: prompt/request dump behavior.
28
+
29
+
```go
30
+
cfg := integration.DefaultConfig()
31
+
cfg.Set("llm.provider", "openai")
32
+
cfg.Set("llm.model", "gpt-5.4")
33
+
cfg.Set("llm.api_key", os.Getenv("OPENAI_API_KEY"))
34
+
cfg.Features.Skills = true
35
+
cfg.BuiltinToolNames = []string{"read_file", "url_fetch", "todo_update"}
36
+
```
37
+
38
+
## Registry and Custom Tools
39
+
40
+
`integration` lets you extend runtime registry before engine creation.
41
+
42
+
### Runnable Example (Custom Tool + integration Runtime)
43
+
44
+
```go
45
+
package main
46
+
47
+
import (
48
+
"context"
49
+
"encoding/json"
50
+
"fmt"
51
+
"os"
52
+
"strings"
53
+
54
+
"github.com/quailyquaily/mistermorph/agent"
55
+
"github.com/quailyquaily/mistermorph/integration"
56
+
)
57
+
58
+
type EchoTool struct{}
59
+
60
+
func (t *EchoTool) Name() string { return "echo_text" }
61
+
62
+
func (t *EchoTool) Description() string {
63
+
return "Echoes input text as JSON."
64
+
}
65
+
66
+
func (t *EchoTool) ParameterSchema() string {
67
+
return `{
68
+
"type": "object",
69
+
"properties": {
70
+
"text": {"type": "string", "description": "Text to echo."}
71
+
},
72
+
"required": ["text"]
73
+
}`
74
+
}
75
+
76
+
func (t *EchoTool) Execute(_ context.Context, params map[string]any) (string, error) {
77
+
text, _ := params["text"].(string)
78
+
text = strings.TrimSpace(text)
79
+
if text == "" {
80
+
return "", fmt.Errorf("text is required")
81
+
}
82
+
b, _ := json.Marshal(map[string]any{"text": text})
83
+
return string(b), nil
84
+
}
85
+
86
+
func main() {
87
+
cfg := integration.DefaultConfig()
88
+
cfg.Set("llm.provider", "openai")
89
+
cfg.Set("llm.model", "gpt-5.4")
90
+
cfg.Set("llm.api_key", os.Getenv("OPENAI_API_KEY"))
91
+
92
+
rt := integration.New(cfg)
93
+
reg := rt.NewRegistry()
94
+
reg.Register(&EchoTool{})
95
+
96
+
task := "Call tool echo_text with text 'hello from tool', then answer with that text."
97
+
98
+
prepared, err := rt.NewRunEngineWithRegistry(context.Background(), task, reg)
99
+
if err != nil {
100
+
panic(err)
101
+
}
102
+
defer prepared.Cleanup()
103
+
104
+
final, _, err := prepared.Engine.Run(context.Background(), task, agent.RunOptions{Model: prepared.Model})
105
+
if err != nil {
106
+
panic(err)
107
+
}
108
+
109
+
fmt.Println(final.Output)
110
+
}
111
+
```
112
+
113
+
## Run APIs
114
+
115
+
### Prepared Engine API
116
+
117
+
```go
118
+
prepared, err := rt.NewRunEngine(context.Background(), task)
119
+
if err != nil {
120
+
panic(err)
121
+
}
122
+
defer prepared.Cleanup()
123
+
124
+
final, _, err := prepared.Engine.Run(context.Background(), task, agent.RunOptions{
125
+
Model: prepared.Model,
126
+
})
127
+
```
128
+
129
+
#### Why Use Prepared Engine API
130
+
131
+
- Controlled lifecycle: you decide exactly when to call `Cleanup()`.
132
+
- Reusability: reuse the same `prepared.Engine` for multiple runs.
133
+
- Per-run flexibility: pass different `RunOptions` on each run.
134
+
- Better orchestration: direct access to `prepared.Model` and `Engine` for your session/scheduler layer.
135
+
136
+
### Convenience API
137
+
138
+
```go
139
+
final, runCtx, err := rt.RunTask(context.Background(), task, agent.RunOptions{})
140
+
_ = final
141
+
_ = runCtx
142
+
_ = err
143
+
```
144
+
145
+
## Inspect and Runtime Diagnostics
146
+
147
+
```go
148
+
cfg.Inspect.Prompt = true
149
+
cfg.Inspect.Request = true
150
+
cfg.Inspect.DumpDir = "./dump"
151
+
```
152
+
153
+
## Telegram Channel Integration (Advanced)
154
+
155
+
```go
156
+
tg, _ := rt.NewTelegramBot(integration.TelegramOptions{BotToken: os.Getenv("MISTER_MORPH_TELEGRAM_BOT_TOKEN")})
157
+
_ = tg
158
+
```
159
+
160
+
## Slack Channel Integration (Optional)
161
+
162
+
```go
163
+
sl, _ := rt.NewSlackBot(integration.SlackOptions{
164
+
BotToken: os.Getenv("MISTER_MORPH_SLACK_BOT_TOKEN"),
165
+
AppToken: os.Getenv("MISTER_MORPH_SLACK_APP_TOKEN"),
166
+
})
167
+
_ = sl
168
+
```
169
+
170
+
## Out of Scope for This Page
171
+
172
+
Low-level engine customization is documented in [Agent-Level Customization](/guide/agent-level-customization).
+50
web/vitepress/docs/guide/docs-map.md
+50
web/vitepress/docs/guide/docs-map.md
···
1
+
---
2
+
title: Repository Docs Map
3
+
description: Where to find deeper design and runtime documents in the repo.
4
+
---
5
+
6
+
# Repository Docs Map
7
+
8
+
## This Site Structure
9
+
10
+
- Getting Started
11
+
- [Overview](/guide/overview)
12
+
- [Quickstart (CLI)](/guide/quickstart-cli)
13
+
- [Install and Configure](/guide/install-and-config)
14
+
- Developer (Embedding)
15
+
- [Build an Agent with Core](/guide/build-agent-with-core)
16
+
- [Advanced Core Embedding](/guide/core-advanced-embedding)
17
+
- [Agent-Level Customization](/guide/agent-level-customization)
18
+
- Runtime
19
+
- [Runtime Modes](/guide/runtime-modes)
20
+
- [Prompt Architecture (Top-Down)](/guide/prompt-architecture)
21
+
- [Memory](/guide/memory)
22
+
- [Skills](/guide/skills)
23
+
- [Built-in Tools](/guide/built-in-tools)
24
+
- [MCP](/guide/mcp)
25
+
- Operations
26
+
- [Security and Guard](/guide/security-and-guard)
27
+
- [Config Patterns](/guide/config-patterns)
28
+
- [Config Fields Reference](/guide/config-reference)
29
+
- [Environment Variables Reference](/guide/env-vars-reference)
30
+
31
+
## Core and Architecture
32
+
33
+
- [`docs/arch.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/arch.md)
34
+
- [`docs/integration.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/integration.md)
35
+
- [`docs/prompt.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/prompt.md)
36
+
37
+
## Runtime and Channels
38
+
39
+
- [`docs/console.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/console.md)
40
+
- [`docs/slack.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/slack.md)
41
+
- [`docs/line.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/line.md)
42
+
- [`docs/lark.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/lark.md)
43
+
44
+
## Governance and State
45
+
46
+
- [`docs/security.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/security.md)
47
+
- [`docs/tools.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/tools.md)
48
+
- [`docs/skills.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/skills.md)
49
+
- [`docs/memory.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/memory.md)
50
+
- [`docs/bus.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/bus.md)
+83
web/vitepress/docs/guide/env-vars-reference.md
+83
web/vitepress/docs/guide/env-vars-reference.md
···
1
+
---
2
+
title: Environment Variables Reference
3
+
description: Complete env var model, mapping rule, and compatibility variables.
4
+
---
5
+
6
+
# Environment Variables Reference
7
+
8
+
## Precedence
9
+
10
+
Effective precedence is:
11
+
12
+
1. CLI flags
13
+
2. `MISTER_MORPH_*` env vars
14
+
3. `config.yaml`
15
+
4. code defaults
16
+
17
+
## Complete Support Rule
18
+
19
+
All config keys are env-overridable through one rule:
20
+
21
+
- Prefix with `MISTER_MORPH_`
22
+
- Convert to upper case
23
+
- Replace `.` and `-` with `_`
24
+
25
+
Examples:
26
+
27
+
- `llm.api_key` -> `MISTER_MORPH_LLM_API_KEY`
28
+
- `tools.bash.enabled` -> `MISTER_MORPH_TOOLS_BASH_ENABLED`
29
+
- `mcp.servers` -> `MISTER_MORPH_MCP_SERVERS`
30
+
31
+
So all fields listed in [Config Fields Reference](/guide/config-reference) are supported as env vars.
32
+
33
+
## High-Frequency Variables
34
+
35
+
- `MISTER_MORPH_CONFIG`
36
+
- `MISTER_MORPH_LLM_PROVIDER`
37
+
- `MISTER_MORPH_LLM_ENDPOINT`
38
+
- `MISTER_MORPH_LLM_MODEL`
39
+
- `MISTER_MORPH_LLM_API_KEY`
40
+
- `MISTER_MORPH_SERVER_AUTH_TOKEN`
41
+
- `MISTER_MORPH_CONSOLE_PASSWORD`
42
+
- `MISTER_MORPH_CONSOLE_PASSWORD_HASH`
43
+
- `MISTER_MORPH_TELEGRAM_BOT_TOKEN`
44
+
- `MISTER_MORPH_SLACK_BOT_TOKEN`
45
+
- `MISTER_MORPH_SLACK_APP_TOKEN`
46
+
- `MISTER_MORPH_LINE_CHANNEL_ACCESS_TOKEN`
47
+
- `MISTER_MORPH_LINE_CHANNEL_SECRET`
48
+
- `MISTER_MORPH_LARK_APP_ID`
49
+
- `MISTER_MORPH_LARK_APP_SECRET`
50
+
- `MISTER_MORPH_FILE_STATE_DIR`
51
+
- `MISTER_MORPH_FILE_CACHE_DIR`
52
+
53
+
## `${ENV_VAR}` Expansion Inside Config
54
+
55
+
All string values in config support `${ENV_VAR}` expansion.
56
+
57
+
```yaml
58
+
llm:
59
+
api_key: "${OPENAI_API_KEY}"
60
+
mcp:
61
+
servers:
62
+
- name: remote
63
+
headers:
64
+
Authorization: "Bearer ${MCP_REMOTE_TOKEN}"
65
+
```
66
+
67
+
Notes:
68
+
69
+
- only `${NAME}` form is expanded
70
+
- bare `$NAME` is not expanded
71
+
- missing vars become empty string with warning
72
+
73
+
## Compatibility / Special Env Vars
74
+
75
+
- `TELEGRAM_BOT_TOKEN`
76
+
- fallback for `mistermorph telegram send`
77
+
- preferred var is still `MISTER_MORPH_TELEGRAM_BOT_TOKEN`
78
+
- `NO_COLOR` and `TERM=dumb`
79
+
- affect CLI color output behavior only
80
+
81
+
## Practical Pattern
82
+
83
+
For secrets, keep config value as `${ENV_VAR}` and set the secret in runtime environment.
+45
web/vitepress/docs/guide/install-and-config.md
+45
web/vitepress/docs/guide/install-and-config.md
···
1
+
---
2
+
title: Install and Configure
3
+
description: Installation options and baseline configuration model.
4
+
---
5
+
6
+
# Install and Configure
7
+
8
+
## Install Options
9
+
10
+
```bash
11
+
# Release installer
12
+
curl -fsSL -o /tmp/install-mistermorph.sh https://raw.githubusercontent.com/quailyquaily/mistermorph/refs/heads/master/scripts/install-release.sh
13
+
sudo bash /tmp/install-mistermorph.sh
14
+
```
15
+
16
+
```bash
17
+
# Go install
18
+
go install github.com/quailyquaily/mistermorph/cmd/mistermorph@latest
19
+
```
20
+
21
+
## Initialize Files
22
+
23
+
```bash
24
+
mistermorph install
25
+
```
26
+
27
+
Default workspace is `~/.morph/`.
28
+
29
+
## Config Sources (precedence)
30
+
31
+
- CLI flags
32
+
- Environment variables
33
+
- `config.yaml`
34
+
35
+
## Minimal `config.yaml`
36
+
37
+
```yaml
38
+
llm:
39
+
provider: openai
40
+
model: gpt-5.4
41
+
endpoint: https://api.openai.com
42
+
api_key: ${OPENAI_API_KEY}
43
+
```
44
+
45
+
Use `assets/config/config.example.yaml` as the full key reference.
+68
web/vitepress/docs/guide/mcp.md
+68
web/vitepress/docs/guide/mcp.md
···
1
+
---
2
+
title: MCP
3
+
description: Configure MCP servers and expose remote tools as local agent tools.
4
+
---
5
+
6
+
# MCP
7
+
8
+
Mister Morph can connect to MCP servers and expose their tools in the same tool-calling loop.
9
+
10
+
## Tool Name Mapping
11
+
12
+
MCP tools are registered as:
13
+
14
+
- `mcp_<server_name>__<tool_name>`
15
+
16
+
Example:
17
+
18
+
- `mcp_filesystem__read_file`
19
+
20
+
## Supported Transports
21
+
22
+
- `stdio` (default)
23
+
- `http`
24
+
25
+
## Config Shape
26
+
27
+
```yaml
28
+
mcp:
29
+
servers:
30
+
- name: filesystem
31
+
type: stdio
32
+
command: npx
33
+
args: ["-y", "@modelcontextprotocol/server-filesystem", "/tmp"]
34
+
allowed_tools: []
35
+
36
+
- name: remote
37
+
type: http
38
+
url: "https://mcp.example.com/mcp"
39
+
headers:
40
+
Authorization: "Bearer ${MCP_REMOTE_TOKEN}"
41
+
allowed_tools: ["search"]
42
+
```
43
+
44
+
Field behavior:
45
+
46
+
- `enable: false` disables a server entry
47
+
- `allowed_tools: []` means all tools from that server
48
+
- invalid server config is skipped with warning
49
+
50
+
## Lifecycle
51
+
52
+
1. Runtime reads `mcp.servers`.
53
+
2. Connect to each enabled/valid server.
54
+
3. List server tools.
55
+
4. Adapt and register tools into local registry.
56
+
5. On shutdown, close MCP sessions.
57
+
58
+
## Failure Model
59
+
60
+
- Per-server failures are isolated.
61
+
- Other servers and built-in tools keep working.
62
+
- If no server connects, runtime still runs without MCP tools.
63
+
64
+
## Security Notes
65
+
66
+
- Prefer `allowed_tools` to reduce blast radius.
67
+
- Keep auth headers in env vars (`${ENV_VAR}`), not plain text.
68
+
- Combine with guard/network policy for outbound controls.
+61
web/vitepress/docs/guide/memory.md
+61
web/vitepress/docs/guide/memory.md
···
1
+
---
2
+
title: Memory
3
+
description: WAL-based memory architecture, injection, and writeback behavior.
4
+
---
5
+
6
+
# Memory
7
+
8
+
Mister Morph memory is append-first and rebuildable.
9
+
10
+
## Architecture
11
+
12
+
- Source of truth: `memory/log/*.jsonl` (WAL)
13
+
- Read model: markdown projections
14
+
- `memory/index.md` (long-term)
15
+
- `memory/YYYY-MM-DD/*.md` (short-term)
16
+
- Projection runs asynchronously; hot path writes only WAL.
17
+
18
+
## Runtime Flow
19
+
20
+
1. Before LLM call: runtime prepares memory snapshot and injects it into prompt blocks.
21
+
2. After final reply: runtime records raw memory event to WAL.
22
+
3. Projection worker replays WAL and updates markdown files.
23
+
24
+
## Injection Rules
25
+
26
+
Memory injection runs only when all conditions match:
27
+
28
+
- `memory.enabled = true`
29
+
- `memory.injection.enabled = true`
30
+
- runtime provides a valid `subject_id`
31
+
- snapshot content is not empty
32
+
33
+
`memory.injection.max_items` limits injected summary items.
34
+
35
+
## Writeback Rules
36
+
37
+
Writeback runs only when:
38
+
39
+
- final reply is actually published
40
+
- memory orchestrator exists
41
+
- `subject_id` exists
42
+
43
+
If final output is empty/lightweight, writeback may be skipped.
44
+
45
+
## Config Keys
46
+
47
+
```yaml
48
+
memory:
49
+
enabled: true
50
+
dir_name: "memory"
51
+
short_term_days: 7
52
+
injection:
53
+
enabled: true
54
+
max_items: 50
55
+
```
56
+
57
+
## Operational Notes
58
+
59
+
- If markdown projections are damaged, rebuild from WAL.
60
+
- Treat `memory/log/*.jsonl` as durable data.
61
+
- Keep `file_state_dir` on persistent storage in production.
+27
web/vitepress/docs/guide/overview.md
+27
web/vitepress/docs/guide/overview.md
···
1
+
---
2
+
title: Overview
3
+
description: What Mister Morph is, and the fastest path through these docs.
4
+
---
5
+
6
+
# Overview
7
+
8
+
Mister Morph is a unified agent project with two primary usage patterns:
9
+
10
+
- CLI-first workflow (`mistermorph run`, `telegram`, `slack`, `console serve`)
11
+
- Embedded Go core (`integration` package)
12
+
13
+
## Choose Your Path
14
+
15
+
- Building automation quickly: start with [Quickstart (CLI)](/guide/quickstart-cli)
16
+
- Embedding in your Go project: go to [Build an Agent with Core](/guide/build-agent-with-core)
17
+
- Running long-lived channels: read [Runtime Modes](/guide/runtime-modes)
18
+
- Production hardening: read [Security and Guard](/guide/security-and-guard)
19
+
20
+
## Repository Structure Snapshot
21
+
22
+
- CLI entry: `cmd/mistermorph/`
23
+
- Agent engine: `agent/`
24
+
- Embedding core: `integration/`
25
+
- Built-in tools: `tools/`
26
+
- Provider backends: `providers/`
27
+
- Detailed docs: `docs/`
+119
web/vitepress/docs/guide/prompt-architecture.md
+119
web/vitepress/docs/guide/prompt-architecture.md
···
1
+
---
2
+
title: Prompt Architecture (Top-Down)
3
+
description: How system prompt content is assembled from identity to runtime blocks.
4
+
---
5
+
6
+
# Prompt Architecture (Top-Down)
7
+
8
+
This is the runtime order used in current code.
9
+
10
+
## Top-Down Flow Diagram
11
+
12
+
```text
13
+
PromptSpecWithSkills(...)
14
+
|
15
+
v
16
+
ApplyPersonaIdentity(...)
17
+
|
18
+
v
19
+
AppendLocalToolNotesBlock(...)
20
+
|
21
+
v
22
+
AppendPlanCreateGuidanceBlock(...)
23
+
|
24
+
v
25
+
AppendTodoWorkflowBlock(...)
26
+
|
27
+
v
28
+
Channel PromptAugment(...)
29
+
|
30
+
v
31
+
AppendMemorySummariesBlock(...)
32
+
|
33
+
v
34
+
BuildSystemPrompt(...) -> system prompt text
35
+
```
36
+
37
+
## 1) Identity Layer
38
+
39
+
Base identity comes from `agent.DefaultPromptSpec()`.
40
+
41
+
Then runtime may replace it via local persona files:
42
+
43
+
- `file_state_dir/IDENTITY.md`
44
+
- `file_state_dir/SOUL.md`
45
+
46
+
Applied by `promptprofile.ApplyPersonaIdentity(...)`.
47
+
48
+
## 2) Skills Layer
49
+
50
+
`skillsutil.PromptSpecWithSkills(...)` discovers selected skills and injects only metadata into the system prompt:
51
+
52
+
- skill name
53
+
- `SKILL.md` path
54
+
- short description
55
+
- required `auth_profiles` (if provided)
56
+
57
+
The model reads the actual skill file through `read_file` when needed.
58
+
59
+
## 3) Core Policy Blocks
60
+
61
+
Common blocks are appended in task runtime order:
62
+
63
+
1. local tool notes (`SCRIPTS.md`) via `AppendLocalToolNotesBlock`
64
+
2. `plan_create` guidance via `AppendPlanCreateGuidanceBlock`
65
+
3. TODO workflow policy via `AppendTodoWorkflowBlock`
66
+
67
+
## 4) Channel Blocks
68
+
69
+
Channel runtime then appends channel-specific blocks.
70
+
71
+
Examples:
72
+
73
+
- Telegram: `AppendTelegramRuntimeBlocks(...)`
74
+
- Slack: `AppendSlackRuntimeBlocks(...)`
75
+
- LINE: `AppendLineRuntimeBlocks(...)`
76
+
- Lark: `AppendLarkRuntimeBlocks(...)`
77
+
78
+
## 5) Memory Injection Block
79
+
80
+
If enabled, memory snapshot text is appended as another block through `AppendMemorySummariesBlock(...)`.
81
+
82
+
## 6) System Prompt Rendering
83
+
84
+
`agent.BuildSystemPrompt(...)` renders `agent/prompts/system.md` with:
85
+
86
+
- identity
87
+
- skills metadata
88
+
- appended blocks
89
+
- tool summary from registry
90
+
- rules list
91
+
92
+
## 7) Message Stack Sent to LLM
93
+
94
+
In `engine.Run(...)`, message order is:
95
+
96
+
```text
97
+
[system] rendered system prompt
98
+
->
99
+
[user] mister_morph_meta (optional)
100
+
->
101
+
[history] non-system messages
102
+
->
103
+
[user] current message or raw task
104
+
```
105
+
106
+
1. system prompt
107
+
2. injected runtime metadata message (`mister_morph_meta`, if present)
108
+
3. history messages (non-system)
109
+
4. current message (if provided) or raw task text
110
+
111
+
## Practical Rule
112
+
113
+
If you need to customize prompt behavior, prefer these extension points in order:
114
+
115
+
1. `IDENTITY.md` / `SOUL.md`
116
+
2. `SKILL.md` + `skills.load`
117
+
3. `SCRIPTS.md`
118
+
4. runtime-specific prompt augment
119
+
5. low-level `agent.WithPromptBuilder(...)` (only for full custom wiring)
+40
web/vitepress/docs/guide/quickstart-cli.md
+40
web/vitepress/docs/guide/quickstart-cli.md
···
1
+
---
2
+
title: Quickstart (CLI)
3
+
description: Get a runnable CLI setup in a few minutes.
4
+
---
5
+
6
+
# Quickstart (CLI)
7
+
8
+
## 1. Install
9
+
10
+
```bash
11
+
go install github.com/quailyquaily/mistermorph/cmd/mistermorph@latest
12
+
```
13
+
14
+
## 2. Initialize workspace
15
+
16
+
```bash
17
+
mistermorph install
18
+
```
19
+
20
+
## 3. Set model credentials
21
+
22
+
```bash
23
+
export MISTER_MORPH_LLM_PROVIDER="openai"
24
+
export MISTER_MORPH_LLM_MODEL="gpt-5.4"
25
+
export MISTER_MORPH_LLM_API_KEY="YOUR_API_KEY"
26
+
```
27
+
28
+
## 4. Run first task
29
+
30
+
```bash
31
+
mistermorph run --task "Summarize this repository"
32
+
```
33
+
34
+
## 5. Useful debug switches
35
+
36
+
```bash
37
+
mistermorph run --inspect-prompt --inspect-request --task "hello"
38
+
```
39
+
40
+
For full config keys, see [Config Patterns](/guide/config-patterns) and `assets/config/config.example.yaml`.
+43
web/vitepress/docs/guide/runtime-modes.md
+43
web/vitepress/docs/guide/runtime-modes.md
···
1
+
---
2
+
title: Runtime Modes
3
+
description: Which runtime to use for CLI, bots, or web console.
4
+
---
5
+
6
+
# Runtime Modes
7
+
8
+
## One-shot task
9
+
10
+
```bash
11
+
mistermorph run --task "..."
12
+
```
13
+
14
+
## Telegram bot
15
+
16
+
```bash
17
+
mistermorph telegram --log-level info
18
+
```
19
+
20
+
## Slack bot
21
+
22
+
```bash
23
+
mistermorph slack --log-level info
24
+
```
25
+
26
+
## Console backend
27
+
28
+
```bash
29
+
mistermorph console serve
30
+
```
31
+
32
+
## Legacy daemon (if needed)
33
+
34
+
```bash
35
+
mistermorph serve --server-listen 127.0.0.1:8787
36
+
```
37
+
38
+
Detailed setup docs:
39
+
40
+
- `docs/console.md`
41
+
- `docs/slack.md`
42
+
- `docs/line.md`
43
+
- `docs/lark.md`
+29
web/vitepress/docs/guide/security-and-guard.md
+29
web/vitepress/docs/guide/security-and-guard.md
···
1
+
---
2
+
title: Security and Guard
3
+
description: Practical baseline for safe deployment.
4
+
---
5
+
6
+
# Security and Guard
7
+
8
+
## Recommended Baseline
9
+
10
+
- Keep API keys in env vars, not committed config
11
+
- Restrict outbound domains with `guard.network.url_fetch.allowed_url_prefixes`
12
+
- Keep redaction enabled (`guard.redaction.enabled: true`)
13
+
- Enable approvals for risky actions in long-running modes
14
+
15
+
## Minimal Guard Snippet
16
+
17
+
```yaml
18
+
guard:
19
+
enabled: true
20
+
network:
21
+
url_fetch:
22
+
allowed_url_prefixes: ["https://"]
23
+
deny_private_ips: true
24
+
follow_redirects: false
25
+
redaction:
26
+
enabled: true
27
+
```
28
+
29
+
For production details, read `docs/security.md`.
+63
web/vitepress/docs/guide/skills.md
+63
web/vitepress/docs/guide/skills.md
···
1
+
---
2
+
title: Skills
3
+
description: Skill discovery, loading strategy, and runtime behavior.
4
+
---
5
+
6
+
# Skills
7
+
8
+
Skills are local instruction packs centered on `SKILL.md`.
9
+
10
+
## What a Skill Is
11
+
12
+
A skill is prompt context, not a tool.
13
+
14
+
- Skills tell the model how to solve a type of task.
15
+
- Tools execute actions (`read_file`, `url_fetch`, `bash`, ...).
16
+
17
+
## Discovery
18
+
19
+
Default discovery root:
20
+
21
+
- `file_state_dir/skills` (usually `~/.morph/skills`)
22
+
23
+
Runtime scans for `SKILL.md` recursively.
24
+
25
+
## Loading Controls
26
+
27
+
```yaml
28
+
skills:
29
+
enabled: true
30
+
dir_name: "skills"
31
+
load: []
32
+
```
33
+
34
+
- `enabled: false` => no skill loading
35
+
- `load: []` => load all discovered skills
36
+
- `load: ["a", "b"]` => load selected skills
37
+
- unknown entries are ignored
38
+
39
+
Task text can also trigger by `$skill-name` or `$skill-id`.
40
+
41
+
## Runtime Injection Model
42
+
43
+
Loaded skill metadata is injected into system prompt:
44
+
45
+
- `name`
46
+
- `file_path`
47
+
- `description`
48
+
- `auth_profiles` (optional)
49
+
50
+
Actual `SKILL.md` content is loaded only when the model calls `read_file`.
51
+
52
+
## CLI Commands
53
+
54
+
```bash
55
+
mistermorph skills list
56
+
mistermorph skills install
57
+
mistermorph skills install "https://example.com/SKILL.md"
58
+
```
59
+
60
+
## Safety Notes
61
+
62
+
- Remote skill install reviews content before writing.
63
+
- Files are downloaded and written only; not executed during install.
+105
web/vitepress/docs/ja/guide/agent-level-customization.md
+105
web/vitepress/docs/ja/guide/agent-level-customization.md
···
1
+
---
2
+
title: Agent レイヤ拡張
3
+
description: integration Runtime API を超える低レベルカスタマイズ。
4
+
---
5
+
6
+
# Agent レイヤ拡張
7
+
8
+
`integration.Runtime` が公開していない挙動が必要なときに使います。
9
+
10
+
## 最小実行例（Agent 低レベル API）
11
+
12
+
この例は `integration.Runtime` を使わず、`agent.New(...)` を直接使います。
13
+
14
+
```go
15
+
package main
16
+
17
+
import (
18
+
"context"
19
+
"fmt"
20
+
"os"
21
+
22
+
"github.com/quailyquaily/mistermorph/agent"
23
+
"github.com/quailyquaily/mistermorph/providers/uniai"
24
+
"github.com/quailyquaily/mistermorph/tools"
25
+
)
26
+
27
+
func main() {
28
+
client := uniai.New(uniai.Config{
29
+
Provider: "openai",
30
+
Endpoint: "https://api.openai.com",
31
+
APIKey: os.Getenv("OPENAI_API_KEY"),
32
+
Model: "gpt-5.4",
33
+
})
34
+
35
+
reg := tools.NewRegistry() // 最小例: ツール未登録
36
+
37
+
spec := agent.DefaultPromptSpec()
38
+
spec.Blocks = append(spec.Blocks, agent.PromptBlock{
39
+
Content: "[[ Runtime Rule ]]\\n短い1段落で回答すること。",
40
+
})
41
+
42
+
eng := agent.New(client, reg, agent.Config{
43
+
MaxSteps: 8,
44
+
ParseRetries: 2,
45
+
ToolRepeatLimit: 3,
46
+
}, spec)
47
+
48
+
final, _, err := eng.Run(context.Background(), "自己紹介してください", agent.RunOptions{
49
+
Model: "gpt-5.4",
50
+
})
51
+
if err != nil {
52
+
panic(err)
53
+
}
54
+
55
+
fmt.Println(final.Output)
56
+
}
57
+
```
58
+
59
+
## 典型ケース
60
+
61
+
- タスク単位で動的に prompt block を注入したい
62
+
- system prompt 構築を丸ごと差し替えたい
63
+
- 追加の LLM リクエストパラメータを入れたい
64
+
- ツール成功/失敗後の処理を独自化したい
65
+
66
+
## `PromptSpec` で Prompt Block を注入
67
+
68
+
```go
69
+
spec := agent.DefaultPromptSpec()
70
+
spec.Blocks = append(spec.Blocks, agent.PromptBlock{
71
+
Content: "[[ Project Policy ]]\n外部 API 呼び出しには trace_id を必ず付与する。",
72
+
})
73
+
74
+
engine := agent.New(client, reg, agentCfg, spec)
75
+
```
76
+
77
+
## `WithPromptBuilder` で Prompt 構築を差し替え
78
+
79
+
```go
80
+
engine := agent.New(
81
+
client,
82
+
reg,
83
+
agentCfg,
84
+
spec,
85
+
agent.WithPromptBuilder(func(reg *tools.Registry, task string) string {
86
+
return "完全にカスタムな system prompt"
87
+
}),
88
+
)
89
+
```
90
+
91
+
## その他の低レベル Hook
92
+
93
+
- `agent.WithParamsBuilder(...)`
94
+
- `agent.WithOnToolSuccess(...)`
95
+
- `agent.WithFallbackFinal(...)`
96
+
- `agent.WithPlanStepUpdate(...)`
97
+
98
+
## 範囲の切り分け
99
+
100
+
- カスタムツール登録: [Core 高度な組み込み](/ja/guide/core-advanced-embedding)
101
+
- Telegram チャネル接続: [Core 高度な組み込み](/ja/guide/core-advanced-embedding)
102
+
103
+
## 推奨方針
104
+
105
+
通常は `integration` を優先し、必要時のみこのレイヤへ下りるのが安全です。
+49
web/vitepress/docs/ja/guide/build-agent-with-core.md
+49
web/vitepress/docs/ja/guide/build-agent-with-core.md
···
1
+
---
2
+
title: Core で Agent を素早く構築
3
+
description: Go プロジェクトへ Mister Morph integration runtime を組み込む。
4
+
---
5
+
6
+
# Core で Agent を素早く構築
7
+
8
+
`integration` を組み込み入口として使います。
9
+
10
+
## 最小サンプル
11
+
12
+
```go
13
+
package main
14
+
15
+
import (
16
+
"context"
17
+
"fmt"
18
+
19
+
"github.com/quailyquaily/mistermorph/agent"
20
+
"github.com/quailyquaily/mistermorph/integration"
21
+
)
22
+
23
+
func main() {
24
+
cfg := integration.DefaultConfig()
25
+
cfg.BuiltinToolNames = []string{"read_file", "url_fetch", "todo_update"}
26
+
cfg.Set("llm.provider", "openai")
27
+
cfg.Set("llm.model", "gpt-5.4")
28
+
cfg.Set("llm.api_key", "YOUR_API_KEY")
29
+
30
+
rt := integration.New(cfg)
31
+
32
+
task := "README を読んで短く要約"
33
+
final, _, err := rt.RunTask(context.Background(), task, agent.RunOptions{})
34
+
if err != nil {
35
+
panic(err)
36
+
}
37
+
38
+
fmt.Println(final.Output)
39
+
}
40
+
```
41
+
42
+
## よく調整する項目
43
+
44
+
- `cfg.BuiltinToolNames`
45
+
- `cfg.Set("max_steps", N)`
46
+
- `cfg.Set("tool_repeat_limit", N)`
47
+
- `cfg.Inspect.Prompt`、`cfg.Inspect.Request`
48
+
49
+
Prepared 方式（`NewRunEngine*`）は [Core 高度な組み込み](/ja/guide/core-advanced-embedding) にまとめています。
+62
web/vitepress/docs/ja/guide/built-in-tools.md
+62
web/vitepress/docs/ja/guide/built-in-tools.md
···
1
+
---
2
+
title: 組み込みツール
3
+
description: 静的ツール、ランタイム注入ツール、チャネル専用ツール。
4
+
---
5
+
6
+
# 組み込みツール
7
+
8
+
ツール登録は「静的登録 + ランタイム注入」の2段階です。
9
+
10
+
## 静的ツール（設定駆動）
11
+
12
+
runtime 文脈なしで作られるツール:
13
+
14
+
- `read_file`
15
+
- `write_file`
16
+
- `bash`
17
+
- `url_fetch`
18
+
- `web_search`
19
+
- `contacts_send`
20
+
21
+
## ランタイムツール（LLM 文脈依存）
22
+
23
+
runtime で注入されるツール:
24
+
25
+
- `plan_create`
26
+
- `todo_update`
27
+
28
+
## チャネル専用ツール
29
+
30
+
- Telegram では次が追加される場合があります:
31
+
- `telegram_send_voice`
32
+
- `telegram_send_photo`
33
+
- `telegram_send_file`
34
+
- `message_react`
35
+
- Slack では次が追加される場合があります:
36
+
- `message_react`
37
+
38
+
## Core 組み込み時のホワイトリスト
39
+
40
+
`integration.Config.BuiltinToolNames` で組み込みツールを制限できます。
41
+
42
+
```go
43
+
cfg.BuiltinToolNames = []string{"read_file", "url_fetch", "todo_update"}
44
+
```
45
+
46
+
空配列は全組み込みツールを意味します。
47
+
48
+
## 設定セクション
49
+
50
+
```yaml
51
+
tools:
52
+
read_file: ...
53
+
write_file: ...
54
+
bash: ...
55
+
url_fetch: ...
56
+
web_search: ...
57
+
contacts_send: ...
58
+
todo_update: ...
59
+
plan_create: ...
60
+
```
61
+
62
+
パラメータ詳細は `docs/tools.md` を参照してください。
+40
web/vitepress/docs/ja/guide/config-patterns.md
+40
web/vitepress/docs/ja/guide/config-patterns.md
···
1
+
---
2
+
title: 設定パターン
3
+
description: profiles、routes、ツールポリシーの代表例。
4
+
---
5
+
6
+
# 設定パターン
7
+
8
+
## LLM Profiles と Routes
9
+
10
+
```yaml
11
+
llm:
12
+
model: gpt-5.4
13
+
profiles:
14
+
cheap:
15
+
model: gpt-4.1-mini
16
+
routes:
17
+
main_loop: default
18
+
addressing: cheap
19
+
heartbeat: cheap
20
+
```
21
+
22
+
## ツールの有効/無効
23
+
24
+
```yaml
25
+
tools:
26
+
bash:
27
+
enabled: false
28
+
url_fetch:
29
+
enabled: true
30
+
timeout: "30s"
31
+
```
32
+
33
+
## 実行上限
34
+
35
+
```yaml
36
+
max_steps: 20
37
+
tool_repeat_limit: 4
38
+
```
39
+
40
+
キーの完全一覧は `assets/config/config.example.yaml` を参照。
+238
web/vitepress/docs/ja/guide/config-reference.md
+238
web/vitepress/docs/ja/guide/config-reference.md
···
1
+
---
2
+
title: 設定フィールド一覧
3
+
description: config.yaml の完全フィールドマップ。
4
+
---
5
+
6
+
# 設定フィールド一覧
7
+
8
+
基準ファイル: `assets/config/config.example.yaml`。
9
+
10
+
すべてのキーは env で上書きできます（`MISTER_MORPH_...`）。詳細は[環境変数一覧](/ja/guide/env-vars-reference)。
11
+
12
+
## グローバル
13
+
14
+
- `user_agent`
15
+
16
+
## LLM
17
+
18
+
- `llm.provider`
19
+
- `llm.model`
20
+
- `llm.endpoint`
21
+
- `llm.api_key`
22
+
- `llm.request_timeout`
23
+
- `llm.temperature`（任意）
24
+
- `llm.reasoning_effort`
25
+
- `llm.reasoning_budget_tokens`（任意）
26
+
- `llm.tools_emulation_mode`（`off|fallback|force`）
27
+
- `llm.azure.deployment`
28
+
- `llm.bedrock.aws_key`
29
+
- `llm.bedrock.aws_secret`
30
+
- `llm.bedrock.region`
31
+
- `llm.bedrock.model_arn`
32
+
- `llm.cloudflare.account_id`
33
+
- `llm.cloudflare.api_token`
34
+
- `llm.profiles.<profile>.*`
35
+
- `llm.routes.main_loop`
36
+
- `llm.routes.addressing`
37
+
- `llm.routes.heartbeat`
38
+
- `llm.routes.plan_create`
39
+
- `llm.routes.memory_draft`
40
+
41
+
## Multimodal
42
+
43
+
- `multimodal.image.sources`
44
+
45
+
## Logging
46
+
47
+
- `logging.level`
48
+
- `logging.format`
49
+
- `logging.add_source`
50
+
- `logging.include_thoughts`
51
+
- `logging.include_tool_params`
52
+
- `logging.include_skill_contents`
53
+
- `logging.max_thought_chars`
54
+
- `logging.max_json_bytes`
55
+
- `logging.max_string_value_chars`
56
+
- `logging.max_skill_content_chars`
57
+
- `logging.redact_keys`
58
+
59
+
## Secrets / Auth Profiles
60
+
61
+
- `secrets.allow_profiles`
62
+
- `auth_profiles.<id>.credential.kind`
63
+
- `auth_profiles.<id>.credential.secret`
64
+
- `auth_profiles.<id>.allow.url_prefixes`
65
+
- `auth_profiles.<id>.allow.methods`
66
+
- `auth_profiles.<id>.allow.follow_redirects`
67
+
- `auth_profiles.<id>.allow.allow_proxy`
68
+
- `auth_profiles.<id>.allow.deny_private_ips`
69
+
- `auth_profiles.<id>.bindings.url_fetch.inject.location`
70
+
- `auth_profiles.<id>.bindings.url_fetch.inject.name`
71
+
- `auth_profiles.<id>.bindings.url_fetch.inject.format`
72
+
- `auth_profiles.<id>.bindings.url_fetch.allow_user_headers`
73
+
- `auth_profiles.<id>.bindings.url_fetch.user_header_allowlist`
74
+
75
+
## Guard
76
+
77
+
- `guard.enabled`
78
+
- `guard.dir_name`
79
+
- `guard.network.url_fetch.allowed_url_prefixes`
80
+
- `guard.network.url_fetch.deny_private_ips`
81
+
- `guard.network.url_fetch.follow_redirects`
82
+
- `guard.network.url_fetch.allow_proxy`
83
+
- `guard.redaction.enabled`
84
+
- `guard.redaction.patterns`
85
+
- `guard.audit.jsonl_path`
86
+
- `guard.audit.rotate_max_bytes`
87
+
- `guard.approvals.enabled`
88
+
89
+
## Tools
90
+
91
+
- `tools.read_file.max_bytes`
92
+
- `tools.read_file.deny_paths`
93
+
- `tools.write_file.enabled`
94
+
- `tools.write_file.max_bytes`
95
+
- `tools.contacts_send.enabled`
96
+
- `tools.todo_update.enabled`
97
+
- `tools.plan_create.enabled`
98
+
- `tools.plan_create.max_steps`
99
+
- `tools.url_fetch.enabled`
100
+
- `tools.url_fetch.timeout`
101
+
- `tools.url_fetch.max_bytes`
102
+
- `tools.url_fetch.max_bytes_download`
103
+
- `tools.web_search.enabled`
104
+
- `tools.web_search.base_url`
105
+
- `tools.web_search.timeout`
106
+
- `tools.web_search.max_results`
107
+
- `tools.bash.enabled`
108
+
- `tools.bash.timeout`
109
+
- `tools.bash.max_output_bytes`
110
+
- `tools.bash.deny_paths`
111
+
- `tools.bash.injected_env_vars`
112
+
113
+
## MCP
114
+
115
+
- `mcp.servers[].name`
116
+
- `mcp.servers[].enable`
117
+
- `mcp.servers[].type`（`stdio|http`）
118
+
- `mcp.servers[].command`
119
+
- `mcp.servers[].args`
120
+
- `mcp.servers[].env`
121
+
- `mcp.servers[].url`
122
+
- `mcp.servers[].headers`
123
+
- `mcp.servers[].allowed_tools`
124
+
125
+
## Memory
126
+
127
+
- `memory.enabled`
128
+
- `memory.dir_name`
129
+
- `memory.short_term_days`
130
+
- `memory.injection.enabled`
131
+
- `memory.injection.max_items`
132
+
133
+
## Bus / Contacts / Tasks / Skills
134
+
135
+
- `bus.max_inflight`
136
+
- `contacts.dir_name`
137
+
- `contacts.proactive.max_turns_per_session`
138
+
- `contacts.proactive.session_cooldown`
139
+
- `contacts.proactive.failure_cooldown`
140
+
- `tasks.dir_name`
141
+
- `tasks.persistence_targets`
142
+
- `tasks.rotate_max_bytes`
143
+
- `tasks.targets.console.heartbeat_topic_id`
144
+
- `skills.dir_name`
145
+
- `skills.enabled`
146
+
- `skills.load`
147
+
148
+
## Server / Console
149
+
150
+
- `server.listen`（非推奨）
151
+
- `server.auth_token`
152
+
- `server.max_queue`
153
+
- `console.listen`
154
+
- `console.base_path`
155
+
- `console.static_dir`
156
+
- `console.password`
157
+
- `console.password_hash`
158
+
- `console.session_ttl`
159
+
- `console.managed_runtimes`
160
+
- `console.endpoints[].name`
161
+
- `console.endpoints[].url`
162
+
- `console.endpoints[].auth_token`
163
+
164
+
## Telegram
165
+
166
+
- `telegram.bot_token`
167
+
- `telegram.allowed_chat_ids`
168
+
- `telegram.group_trigger_mode`
169
+
- `telegram.addressing_confidence_threshold`
170
+
- `telegram.addressing_interject_threshold`
171
+
- `telegram.poll_timeout`
172
+
- `telegram.task_timeout`
173
+
- `telegram.max_concurrency`
174
+
- `telegram.serve_listen`
175
+
176
+
## Slack
177
+
178
+
- `slack.base_url`
179
+
- `slack.bot_token`
180
+
- `slack.app_token`
181
+
- `slack.allowed_team_ids`
182
+
- `slack.allowed_channel_ids`
183
+
- `slack.group_trigger_mode`
184
+
- `slack.addressing_confidence_threshold`
185
+
- `slack.addressing_interject_threshold`
186
+
- `slack.task_timeout`
187
+
- `slack.max_concurrency`
188
+
- `slack.serve_listen`
189
+
190
+
## LINE
191
+
192
+
- `line.base_url`
193
+
- `line.channel_access_token`
194
+
- `line.channel_secret`
195
+
- `line.webhook_listen`
196
+
- `line.webhook_path`
197
+
- `line.allowed_group_ids`
198
+
- `line.group_trigger_mode`
199
+
- `line.addressing_confidence_threshold`
200
+
- `line.addressing_interject_threshold`
201
+
- `line.task_timeout`
202
+
- `line.max_concurrency`
203
+
- `line.serve_listen`
204
+
205
+
## Lark
206
+
207
+
- `lark.base_url`
208
+
- `lark.app_id`
209
+
- `lark.app_secret`
210
+
- `lark.webhook_listen`
211
+
- `lark.webhook_path`
212
+
- `lark.verification_token`
213
+
- `lark.encrypt_key`
214
+
- `lark.allowed_chat_ids`
215
+
- `lark.group_trigger_mode`
216
+
- `lark.addressing_confidence_threshold`
217
+
- `lark.addressing_interject_threshold`
218
+
- `lark.task_timeout`
219
+
- `lark.max_concurrency`
220
+
- `lark.serve_listen`
221
+
222
+
## Heartbeat
223
+
224
+
- `heartbeat.enabled`
225
+
- `heartbeat.interval`
226
+
227
+
## ループ制限とファイル保存
228
+
229
+
- `max_steps`
230
+
- `parse_retries`
231
+
- `max_token_budget`
232
+
- `tool_repeat_limit`
233
+
- `timeout`
234
+
- `file_state_dir`
235
+
- `file_cache_dir`
236
+
- `file_cache.max_age`
237
+
- `file_cache.max_files`
238
+
- `file_cache.max_total_bytes`
+172
web/vitepress/docs/ja/guide/core-advanced-embedding.md
+172
web/vitepress/docs/ja/guide/core-advanced-embedding.md
···
1
+
---
2
+
title: Core 高度な組み込み
3
+
description: integration パッケージの提供範囲のみを扱う（設定、レジストリ、実行、チャネルランナー）。
4
+
---
5
+
6
+
# Core 高度な組み込み
7
+
8
+
このページは `integration` パッケージが直接提供する機能のみを扱います。
9
+
10
+
## `integration` が提供する機能
11
+
12
+
- `integration.DefaultConfig()` / `integration.Config.Set(...)`
13
+
- `integration.New(cfg)`
14
+
- `rt.NewRegistry()`
15
+
- `rt.NewRunEngine(...)`
16
+
- `rt.NewRunEngineWithRegistry(...)`
17
+
- `rt.RunTask(...)`
18
+
- `rt.RequestTimeout()`
19
+
- `rt.NewTelegramBot(...)`
20
+
- `rt.NewSlackBot(...)`
21
+
22
+
## 設定レイヤ（`integration.Config`）
23
+
24
+
- `Overrides` + `Set(key, value)`: Viper キーを上書き。
25
+
- `Features`: ランタイム機能注入の切り替え（`PlanTool` / `Guard` / `Skills`）。
26
+
- `BuiltinToolNames`: 組み込みツールのホワイトリスト（空で全有効）。
27
+
- `Inspect`: Prompt/Request のダンプ制御。
28
+
29
+
```go
30
+
cfg := integration.DefaultConfig()
31
+
cfg.Set("llm.provider", "openai")
32
+
cfg.Set("llm.model", "gpt-5.4")
33
+
cfg.Set("llm.api_key", os.Getenv("OPENAI_API_KEY"))
34
+
cfg.Features.Skills = true
35
+
cfg.BuiltinToolNames = []string{"read_file", "url_fetch", "todo_update"}
36
+
```
37
+
38
+
## レジストリとカスタムツール
39
+
40
+
エンジン作成前にツールレジストリを拡張できます。
41
+
42
+
### 実行可能な例（カスタムツール + integration）
43
+
44
+
```go
45
+
package main
46
+
47
+
import (
48
+
"context"
49
+
"encoding/json"
50
+
"fmt"
51
+
"os"
52
+
"strings"
53
+
54
+
"github.com/quailyquaily/mistermorph/agent"
55
+
"github.com/quailyquaily/mistermorph/integration"
56
+
)
57
+
58
+
type EchoTool struct{}
59
+
60
+
func (t *EchoTool) Name() string { return "echo_text" }
61
+
62
+
func (t *EchoTool) Description() string {
63
+
return "Echoes input text as JSON."
64
+
}
65
+
66
+
func (t *EchoTool) ParameterSchema() string {
67
+
return `{
68
+
"type": "object",
69
+
"properties": {
70
+
"text": {"type": "string", "description": "Text to echo."}
71
+
},
72
+
"required": ["text"]
73
+
}`
74
+
}
75
+
76
+
func (t *EchoTool) Execute(_ context.Context, params map[string]any) (string, error) {
77
+
text, _ := params["text"].(string)
78
+
text = strings.TrimSpace(text)
79
+
if text == "" {
80
+
return "", fmt.Errorf("text is required")
81
+
}
82
+
b, _ := json.Marshal(map[string]any{"text": text})
83
+
return string(b), nil
84
+
}
85
+
86
+
func main() {
87
+
cfg := integration.DefaultConfig()
88
+
cfg.Set("llm.provider", "openai")
89
+
cfg.Set("llm.model", "gpt-5.4")
90
+
cfg.Set("llm.api_key", os.Getenv("OPENAI_API_KEY"))
91
+
92
+
rt := integration.New(cfg)
93
+
reg := rt.NewRegistry()
94
+
reg.Register(&EchoTool{})
95
+
96
+
task := "Call tool echo_text with text 'hello from tool', then answer with that text."
97
+
98
+
prepared, err := rt.NewRunEngineWithRegistry(context.Background(), task, reg)
99
+
if err != nil {
100
+
panic(err)
101
+
}
102
+
defer prepared.Cleanup()
103
+
104
+
final, _, err := prepared.Engine.Run(context.Background(), task, agent.RunOptions{Model: prepared.Model})
105
+
if err != nil {
106
+
panic(err)
107
+
}
108
+
109
+
fmt.Println(final.Output)
110
+
}
111
+
```
112
+
113
+
## 実行 API
114
+
115
+
### Prepared Engine API
116
+
117
+
```go
118
+
prepared, err := rt.NewRunEngine(context.Background(), task)
119
+
if err != nil {
120
+
panic(err)
121
+
}
122
+
defer prepared.Cleanup()
123
+
124
+
final, _, err := prepared.Engine.Run(context.Background(), task, agent.RunOptions{
125
+
Model: prepared.Model,
126
+
})
127
+
```
128
+
129
+
#### Prepared Engine API を選ぶ理由
130
+
131
+
- ライフサイクル制御: `Cleanup()` のタイミングを明示的に管理できる。
132
+
- 再利用性: 同じ `prepared.Engine` を複数回 `Run(...)` できる。
133
+
- 実行ごとの柔軟性: 各 `Run` で異なる `RunOptions` を渡せる。
134
+
- 編成しやすさ: `prepared.Model` と `Engine` を直接扱えるため、上位のセッション層に統合しやすい。
135
+
136
+
### 省略 API
137
+
138
+
```go
139
+
final, runCtx, err := rt.RunTask(context.Background(), task, agent.RunOptions{})
140
+
_ = final
141
+
_ = runCtx
142
+
_ = err
143
+
```
144
+
145
+
## デバッグと診断
146
+
147
+
```go
148
+
cfg.Inspect.Prompt = true
149
+
cfg.Inspect.Request = true
150
+
cfg.Inspect.DumpDir = "./dump"
151
+
```
152
+
153
+
## Telegram チャネル接続（上級）
154
+
155
+
```go
156
+
tg, _ := rt.NewTelegramBot(integration.TelegramOptions{BotToken: os.Getenv("MISTER_MORPH_TELEGRAM_BOT_TOKEN")})
157
+
_ = tg
158
+
```
159
+
160
+
## Slack チャネル接続（任意）
161
+
162
+
```go
163
+
sl, _ := rt.NewSlackBot(integration.SlackOptions{
164
+
BotToken: os.Getenv("MISTER_MORPH_SLACK_BOT_TOKEN"),
165
+
AppToken: os.Getenv("MISTER_MORPH_SLACK_APP_TOKEN"),
166
+
})
167
+
_ = sl
168
+
```
169
+
170
+
## このページの範囲外
171
+
172
+
より低レベルな内容は [Agent レイヤ拡張](/ja/guide/agent-level-customization) を参照してください。
+50
web/vitepress/docs/ja/guide/docs-map.md
+50
web/vitepress/docs/ja/guide/docs-map.md
···
1
+
---
2
+
title: リポジトリ文書マップ
3
+
description: より詳細な設計・実装文書への入口。
4
+
---
5
+
6
+
# リポジトリ文書マップ
7
+
8
+
## サイト内ドキュメント構成
9
+
10
+
- はじめに
11
+
- [概要](/ja/guide/overview)
12
+
- [クイックスタート（CLI）](/ja/guide/quickstart-cli)
13
+
- [インストールと設定](/ja/guide/install-and-config)
14
+
- 開発者（組み込み）
15
+
- [Core で Agent を素早く構築](/ja/guide/build-agent-with-core)
16
+
- [Core 高度な組み込み](/ja/guide/core-advanced-embedding)
17
+
- [Agent レイヤ拡張](/ja/guide/agent-level-customization)
18
+
- Runtime
19
+
- [Runtime モード](/ja/guide/runtime-modes)
20
+
- [Prompt 設計（トップダウン）](/ja/guide/prompt-architecture)
21
+
- [Memory](/ja/guide/memory)
22
+
- [Skills](/ja/guide/skills)
23
+
- [組み込みツール](/ja/guide/built-in-tools)
24
+
- [MCP](/ja/guide/mcp)
25
+
- 運用
26
+
- [セキュリティと Guard](/ja/guide/security-and-guard)
27
+
- [設定パターン](/ja/guide/config-patterns)
28
+
- [設定フィールド一覧](/ja/guide/config-reference)
29
+
- [環境変数一覧](/ja/guide/env-vars-reference)
30
+
31
+
## Core と設計
32
+
33
+
- [`docs/arch.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/arch.md)
34
+
- [`docs/integration.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/integration.md)
35
+
- [`docs/prompt.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/prompt.md)
36
+
37
+
## Runtime とチャネル
38
+
39
+
- [`docs/console.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/console.md)
40
+
- [`docs/slack.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/slack.md)
41
+
- [`docs/line.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/line.md)
42
+
- [`docs/lark.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/lark.md)
43
+
44
+
## 運用・状態管理
45
+
46
+
- [`docs/security.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/security.md)
47
+
- [`docs/tools.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/tools.md)
48
+
- [`docs/skills.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/skills.md)
49
+
- [`docs/memory.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/memory.md)
50
+
- [`docs/bus.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/bus.md)
+83
web/vitepress/docs/ja/guide/env-vars-reference.md
+83
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···
1
+
---
2
+
title: 環境変数一覧
3
+
description: 完全な環境変数モデル、マッピング規則、互換変数。
4
+
---
5
+
6
+
# 環境変数一覧
7
+
8
+
## 優先順位
9
+
10
+
適用順序:
11
+
12
+
1. CLI フラグ
13
+
2. `MISTER_MORPH_*` 環境変数
14
+
3. `config.yaml`
15
+
4. コードデフォルト
16
+
17
+
## 完全対応ルール
18
+
19
+
すべての設定キーは次の規則で env 上書きできます。
20
+
21
+
- 接頭辞: `MISTER_MORPH_`
22
+
- 大文字化
23
+
- `.` と `-` を `_` に変換
24
+
25
+
例:
26
+
27
+
- `llm.api_key` -> `MISTER_MORPH_LLM_API_KEY`
28
+
- `tools.bash.enabled` -> `MISTER_MORPH_TOOLS_BASH_ENABLED`
29
+
- `mcp.servers` -> `MISTER_MORPH_MCP_SERVERS`
30
+
31
+
つまり、[設定フィールド一覧](/ja/guide/config-reference)の全キーが env 対応です。
32
+
33
+
## 利用頻度の高い変数
34
+
35
+
- `MISTER_MORPH_CONFIG`
36
+
- `MISTER_MORPH_LLM_PROVIDER`
37
+
- `MISTER_MORPH_LLM_ENDPOINT`
38
+
- `MISTER_MORPH_LLM_MODEL`
39
+
- `MISTER_MORPH_LLM_API_KEY`
40
+
- `MISTER_MORPH_SERVER_AUTH_TOKEN`
41
+
- `MISTER_MORPH_CONSOLE_PASSWORD`
42
+
- `MISTER_MORPH_CONSOLE_PASSWORD_HASH`
43
+
- `MISTER_MORPH_TELEGRAM_BOT_TOKEN`
44
+
- `MISTER_MORPH_SLACK_BOT_TOKEN`
45
+
- `MISTER_MORPH_SLACK_APP_TOKEN`
46
+
- `MISTER_MORPH_LINE_CHANNEL_ACCESS_TOKEN`
47
+
- `MISTER_MORPH_LINE_CHANNEL_SECRET`
48
+
- `MISTER_MORPH_LARK_APP_ID`
49
+
- `MISTER_MORPH_LARK_APP_SECRET`
50
+
- `MISTER_MORPH_FILE_STATE_DIR`
51
+
- `MISTER_MORPH_FILE_CACHE_DIR`
52
+
53
+
## config 内の `${ENV_VAR}` 展開
54
+
55
+
config の全 string 値で `${ENV_VAR}` 展開が使えます。
56
+
57
+
```yaml
58
+
llm:
59
+
api_key: "${OPENAI_API_KEY}"
60
+
mcp:
61
+
servers:
62
+
- name: remote
63
+
headers:
64
+
Authorization: "Bearer ${MCP_REMOTE_TOKEN}"
65
+
```
66
+
67
+
注意:
68
+
69
+
- `${NAME}` 形式のみ展開
70
+
- 裸の `$NAME` は展開しない
71
+
- 未設定変数は空文字に置換され warning が出る
72
+
73
+
## 互換 / 特殊環境変数
74
+
75
+
- `TELEGRAM_BOT_TOKEN`
76
+
- `mistermorph telegram send` のみの互換フォールバック
77
+
- 推奨は `MISTER_MORPH_TELEGRAM_BOT_TOKEN`
78
+
- `NO_COLOR`、`TERM=dumb`
79
+
- CLI の色表示挙動のみ変更
80
+
81
+
## 実務パターン
82
+
83
+
機密値は `${ENV_VAR}` を使い、実値は実行環境から注入する運用を推奨します。
+45
web/vitepress/docs/ja/guide/install-and-config.md
+45
web/vitepress/docs/ja/guide/install-and-config.md
···
1
+
---
2
+
title: インストールと設定
3
+
description: 導入方法と基本設定モデル。
4
+
---
5
+
6
+
# インストールと設定
7
+
8
+
## インストール方法
9
+
10
+
```bash
11
+
# リリース版インストーラ
12
+
curl -fsSL -o /tmp/install-mistermorph.sh https://raw.githubusercontent.com/quailyquaily/mistermorph/refs/heads/master/scripts/install-release.sh
13
+
sudo bash /tmp/install-mistermorph.sh
14
+
```
15
+
16
+
```bash
17
+
# Go からインストール
18
+
go install github.com/quailyquaily/mistermorph/cmd/mistermorph@latest
19
+
```
20
+
21
+
## 初期ファイル作成
22
+
23
+
```bash
24
+
mistermorph install
25
+
```
26
+
27
+
標準ワークスペースは `~/.morph/` です。
28
+
29
+
## 設定の優先順位
30
+
31
+
- CLI フラグ
32
+
- 環境変数
33
+
- `config.yaml`
34
+
35
+
## 最小 `config.yaml`
36
+
37
+
```yaml
38
+
llm:
39
+
provider: openai
40
+
model: gpt-5.4
41
+
endpoint: https://api.openai.com
42
+
api_key: ${OPENAI_API_KEY}
43
+
```
44
+
45
+
全キーは `assets/config/config.example.yaml` を基準にしてください。
+65
web/vitepress/docs/ja/guide/mcp.md
+65
web/vitepress/docs/ja/guide/mcp.md
···
1
+
---
2
+
title: MCP
3
+
description: MCP サーバー設定と、リモートツールのローカル統合。
4
+
---
5
+
6
+
# MCP
7
+
8
+
Mister Morph は MCP サーバーへ接続し、リモートツールを同じ tool-calling ループに統合できます。
9
+
10
+
## ツール名マッピング
11
+
12
+
MCP ツールは次の名前で登録されます。
13
+
14
+
- `mcp_<server_name>__<tool_name>`
15
+
16
+
例: `mcp_filesystem__read_file`
17
+
18
+
## 対応トランスポート
19
+
20
+
- `stdio`（デフォルト）
21
+
- `http`
22
+
23
+
## 設定形式
24
+
25
+
```yaml
26
+
mcp:
27
+
servers:
28
+
- name: filesystem
29
+
type: stdio
30
+
command: npx
31
+
args: ["-y", "@modelcontextprotocol/server-filesystem", "/tmp"]
32
+
allowed_tools: []
33
+
34
+
- name: remote
35
+
type: http
36
+
url: "https://mcp.example.com/mcp"
37
+
headers:
38
+
Authorization: "Bearer ${MCP_REMOTE_TOKEN}"
39
+
allowed_tools: ["search"]
40
+
```
41
+
42
+
フィールド挙動:
43
+
44
+
- `enable: false` でそのサーバーを無効化
45
+
- `allowed_tools: []` はそのサーバーの全ツールを許可
46
+
- 不正な設定は warning を出してスキップ
47
+
48
+
## ライフサイクル
49
+
50
+
1. `mcp.servers` を読む
51
+
2. 有効かつ正しいサーバーへ接続
52
+
3. ツール一覧を取得
53
+
4. ローカル registry へアダプト登録
54
+
5. 終了時に MCP session を close
55
+
56
+
## 障害モデル
57
+
58
+
- サーバー単位で分離（1台失敗しても他は継続）
59
+
- MCP が0件でも通常ツールで runtime は動作
60
+
61
+
## セキュリティ
62
+
63
+
- `allowed_tools` で最小権限化
64
+
- 認証ヘッダーは `${ENV_VAR}` で管理
65
+
- guard/network 制御と併用する
+60
web/vitepress/docs/ja/guide/memory.md
+60
web/vitepress/docs/ja/guide/memory.md
···
1
+
---
2
+
title: Memory
3
+
description: WAL ベースの memory アーキテクチャ、注入、書き戻しルール。
4
+
---
5
+
6
+
# Memory
7
+
8
+
Mister Morph の memory は「WAL 先行書き込み + 非同期投影」です。
9
+
10
+
## アーキテクチャ
11
+
12
+
- 真のデータ源: `memory/log/*.jsonl`（WAL）
13
+
- 読み取りモデル:
14
+
- `memory/index.md`（長期）
15
+
- `memory/YYYY-MM-DD/*.md`（短期）
16
+
- ホットパスは WAL のみ書き込み。Markdown 更新は非同期。
17
+
18
+
## 実行フロー
19
+
20
+
1. LLM 呼び出し前に snapshot を作成し prompt block へ注入
21
+
2. 最終返信後に raw memory event を WAL へ追記
22
+
3. projection worker が WAL を再生して markdown を更新
23
+
24
+
## 注入条件
25
+
26
+
すべて満たすときのみ注入:
27
+
28
+
- `memory.enabled = true`
29
+
- `memory.injection.enabled = true`
30
+
- 有効な `subject_id` がある
31
+
- snapshot が空でない
32
+
33
+
`memory.injection.max_items` で注入件数を制限します。
34
+
35
+
## 書き戻し条件
36
+
37
+
すべて満たすときのみ書き戻し:
38
+
39
+
- 最終返信が実際に publish される
40
+
- memory orchestrator が存在
41
+
- `subject_id` が存在
42
+
43
+
軽量返信や空出力では書き戻しをスキップします。
44
+
45
+
## 主要設定
46
+
47
+
```yaml
48
+
memory:
49
+
enabled: true
50
+
dir_name: "memory"
51
+
short_term_days: 7
52
+
injection:
53
+
enabled: true
54
+
max_items: 50
55
+
```
56
+
57
+
## 運用メモ
58
+
59
+
- 投影 markdown が壊れても WAL から再構築可能
60
+
- 本番では `file_state_dir` を永続ストレージに置く
+27
web/vitepress/docs/ja/guide/overview.md
+27
web/vitepress/docs/ja/guide/overview.md
···
1
+
---
2
+
title: 概要
3
+
description: Mister Morph の全体像と推奨読書順。
4
+
---
5
+
6
+
# 概要
7
+
8
+
Mister Morph には主に 2 つの使い方があります。
9
+
10
+
- CLI ワークフロー（`mistermorph run`、`telegram`、`slack`、`console serve`）
11
+
- Go への組み込み（`integration` パッケージ）
12
+
13
+
## 目的別の読み方
14
+
15
+
- まず動かす: [クイックスタート（CLI）](/ja/guide/quickstart-cli)
16
+
- Go に組み込む: [Core で Agent を素早く構築](/ja/guide/build-agent-with-core)
17
+
- 常駐実行を理解: [Runtime モード](/ja/guide/runtime-modes)
18
+
- 本番運用の安全化: [セキュリティと Guard](/ja/guide/security-and-guard)
19
+
20
+
## リポジトリ構成（要点）
21
+
22
+
- CLI エントリ: `cmd/mistermorph/`
23
+
- Agent エンジン: `agent/`
24
+
- 組み込み Core: `integration/`
25
+
- 組み込みツール: `tools/`
26
+
- Provider 実装: `providers/`
27
+
- 詳細文書: `docs/`
+117
web/vitepress/docs/ja/guide/prompt-architecture.md
+117
web/vitepress/docs/ja/guide/prompt-architecture.md
···
1
+
---
2
+
title: Prompt 設計（トップダウン）
3
+
description: Identity 層から Runtime 層まで、システム Prompt の組み立て順を説明。
4
+
---
5
+
6
+
# Prompt 設計（トップダウン）
7
+
8
+
以下は現行コードの実際の順序です。
9
+
10
+
## トップダウン図
11
+
12
+
```text
13
+
PromptSpecWithSkills(...)
14
+
|
15
+
v
16
+
ApplyPersonaIdentity(...)
17
+
|
18
+
v
19
+
AppendLocalToolNotesBlock(...)
20
+
|
21
+
v
22
+
AppendPlanCreateGuidanceBlock(...)
23
+
|
24
+
v
25
+
AppendTodoWorkflowBlock(...)
26
+
|
27
+
v
28
+
Channel PromptAugment(...)
29
+
|
30
+
v
31
+
AppendMemorySummariesBlock(...)
32
+
|
33
+
v
34
+
BuildSystemPrompt(...) -> system prompt テキスト
35
+
```
36
+
37
+
## 1) Identity 層
38
+
39
+
ベースは `agent.DefaultPromptSpec()`。
40
+
41
+
次にローカル persona ファイルで上書きされる場合があります。
42
+
43
+
- `file_state_dir/IDENTITY.md`
44
+
- `file_state_dir/SOUL.md`
45
+
46
+
適用関数は `promptprofile.ApplyPersonaIdentity(...)`。
47
+
48
+
## 2) Skills 層
49
+
50
+
`skillsutil.PromptSpecWithSkills(...)` は skill のメタ情報だけを注入します。
51
+
52
+
- 名前
53
+
- `SKILL.md` パス
54
+
- 説明
55
+
- `auth_profiles`（ある場合）
56
+
57
+
実際の `SKILL.md` 本文は必要時に `read_file` で読みます。
58
+
59
+
## 3) Core ポリシーブロック
60
+
61
+
task runtime では次の順で追加されます。
62
+
63
+
1. `SCRIPTS.md` のローカルツールノート
64
+
2. `plan_create` ガイダンス
65
+
3. TODO ワークフローポリシー
66
+
67
+
## 4) チャネルブロック
68
+
69
+
次にチャネルごとのブロックを追加します。
70
+
71
+
- Telegram
72
+
- Slack
73
+
- LINE
74
+
- Lark
75
+
76
+
## 5) Memory 注入ブロック
77
+
78
+
memory が有効な場合、memory summary ブロックを追加します。
79
+
80
+
## 6) システム Prompt のレンダリング
81
+
82
+
`agent.BuildSystemPrompt(...)` が `agent/prompts/system.md` を使って以下を統合します。
83
+
84
+
- identity
85
+
- skills メタ情報
86
+
- 追加ブロック
87
+
- ツール要約
88
+
- 追加ルール
89
+
90
+
## 7) LLM に送るメッセージ順
91
+
92
+
`engine.Run(...)` の順序:
93
+
94
+
```text
95
+
[system] レンダリング済み system prompt
96
+
->
97
+
[user] mister_morph_meta（任意）
98
+
->
99
+
[history] system 以外の履歴
100
+
->
101
+
[user] current message または raw task
102
+
```
103
+
104
+
1. system prompt
105
+
2. runtime metadata（`mister_morph_meta`）
106
+
3. history（system 以外）
107
+
4. current message または raw task
108
+
109
+
## 実務上の優先順位
110
+
111
+
Prompt を調整する時は次の順で拡張するのが安全です。
112
+
113
+
1. `IDENTITY.md` / `SOUL.md`
114
+
2. `SKILL.md` + `skills.load`
115
+
3. `SCRIPTS.md`
116
+
4. runtime prompt augment
117
+
5. `agent.WithPromptBuilder(...)`（完全カスタム時のみ）
+40
web/vitepress/docs/ja/guide/quickstart-cli.md
+40
web/vitepress/docs/ja/guide/quickstart-cli.md
···
1
+
---
2
+
title: クイックスタート（CLI）
3
+
description: 数分で CLI を実行可能にする最短手順。
4
+
---
5
+
6
+
# クイックスタート（CLI）
7
+
8
+
## 1. インストール
9
+
10
+
```bash
11
+
go install github.com/quailyquaily/mistermorph/cmd/mistermorph@latest
12
+
```
13
+
14
+
## 2. ワークスペース初期化
15
+
16
+
```bash
17
+
mistermorph install
18
+
```
19
+
20
+
## 3. モデル認証情報を設定
21
+
22
+
```bash
23
+
export MISTER_MORPH_LLM_PROVIDER="openai"
24
+
export MISTER_MORPH_LLM_MODEL="gpt-5.4"
25
+
export MISTER_MORPH_LLM_API_KEY="YOUR_API_KEY"
26
+
```
27
+
28
+
## 4. 最初のタスク実行
29
+
30
+
```bash
31
+
mistermorph run --task "Summarize this repository"
32
+
```
33
+
34
+
## 5. デバッグスイッチ
35
+
36
+
```bash
37
+
mistermorph run --inspect-prompt --inspect-request --task "hello"
38
+
```
39
+
40
+
設定の全体像は [設定パターン](/ja/guide/config-patterns) と `assets/config/config.example.yaml` を参照。
+43
web/vitepress/docs/ja/guide/runtime-modes.md
+43
web/vitepress/docs/ja/guide/runtime-modes.md
···
1
+
---
2
+
title: Runtime モード
3
+
description: CLI、Bot、Console の実行モードを選ぶ。
4
+
---
5
+
6
+
# Runtime モード
7
+
8
+
## 単発タスク
9
+
10
+
```bash
11
+
mistermorph run --task "..."
12
+
```
13
+
14
+
## Telegram Bot
15
+
16
+
```bash
17
+
mistermorph telegram --log-level info
18
+
```
19
+
20
+
## Slack Bot
21
+
22
+
```bash
23
+
mistermorph slack --log-level info
24
+
```
25
+
26
+
## Console バックエンド
27
+
28
+
```bash
29
+
mistermorph console serve
30
+
```
31
+
32
+
## 旧 Daemon（必要時のみ）
33
+
34
+
```bash
35
+
mistermorph serve --server-listen 127.0.0.1:8787
36
+
```
37
+
38
+
詳細は次を参照:
39
+
40
+
- `docs/console.md`
41
+
- `docs/slack.md`
42
+
- `docs/line.md`
43
+
- `docs/lark.md`
+29
web/vitepress/docs/ja/guide/security-and-guard.md
+29
web/vitepress/docs/ja/guide/security-and-guard.md
···
1
+
---
2
+
title: セキュリティと Guard
3
+
description: 本番運用向けの実践的な安全設定。
4
+
---
5
+
6
+
# セキュリティと Guard
7
+
8
+
## 推奨ベースライン
9
+
10
+
- API キーは環境変数で管理
11
+
- `guard.network.url_fetch.allowed_url_prefixes` で送信先制限
12
+
- 脱敏を有効化（`guard.redaction.enabled: true`）
13
+
- 常駐モードでは approval を有効化
14
+
15
+
## 最小 Guard 設定
16
+
17
+
```yaml
18
+
guard:
19
+
enabled: true
20
+
network:
21
+
url_fetch:
22
+
allowed_url_prefixes: ["https://"]
23
+
deny_private_ips: true
24
+
follow_redirects: false
25
+
redaction:
26
+
enabled: true
27
+
```
28
+
29
+
本番運用の詳細は `docs/security.md` を参照。
+63
web/vitepress/docs/ja/guide/skills.md
+63
web/vitepress/docs/ja/guide/skills.md
···
1
+
---
2
+
title: Skills
3
+
description: Skill の発見、読み込み戦略、ランタイム挙動。
4
+
---
5
+
6
+
# Skills
7
+
8
+
Skill は `SKILL.md` を中心としたローカル指示パックです。
9
+
10
+
## Skill とは
11
+
12
+
Skill はツールではなく prompt コンテキストです。
13
+
14
+
- Skill: どう進めるかを定義
15
+
- Tool: 実際の操作を実行（`read_file`、`url_fetch`、`bash` など）
16
+
17
+
## 発見パス
18
+
19
+
デフォルトのルート:
20
+
21
+
- `file_state_dir/skills`（通常 `~/.morph/skills`）
22
+
23
+
runtime は `SKILL.md` を再帰的に探索します。
24
+
25
+
## 読み込み制御
26
+
27
+
```yaml
28
+
skills:
29
+
enabled: true
30
+
dir_name: "skills"
31
+
load: []
32
+
```
33
+
34
+
- `enabled: false`: 読み込まない
35
+
- `load: []`: 発見した skill をすべて読み込む
36
+
- `load: ["a", "b"]`: 指定 skill のみ読み込む
37
+
- 不明な項目は無視される
38
+
39
+
タスク本文の `$skill-name` / `$skill-id` でもトリガーできます。
40
+
41
+
## 注入モデル
42
+
43
+
system prompt に入るのは skill メタ情報のみ:
44
+
45
+
- `name`
46
+
- `file_path`
47
+
- `description`
48
+
- `auth_profiles`（任意）
49
+
50
+
実体の `SKILL.md` は必要時に `read_file` で読みます。
51
+
52
+
## 主要コマンド
53
+
54
+
```bash
55
+
mistermorph skills list
56
+
mistermorph skills install
57
+
mistermorph skills install "https://example.com/SKILL.md"
58
+
```
59
+
60
+
## セーフティ
61
+
62
+
- リモート skill は保存前にレビュー/確認を行う
63
+
- インストール中にスクリプトは実行されない
+105
web/vitepress/docs/zh/guide/agent-level-customization.md
+105
web/vitepress/docs/zh/guide/agent-level-customization.md
···
1
+
---
2
+
title: Agent 底层扩展
3
+
description: 超出 integration Runtime API 的低层定制能力。
4
+
---
5
+
6
+
# Agent 底层扩展
7
+
8
+
当你需要的能力不在 `integration.Runtime` 暴露范围内时，使用本页方案。
9
+
10
+
## 最小可运行示例（agent 底层 API）
11
+
12
+
这个例子直接使用 `agent.New(...)`，不经过 `integration.Runtime`。
13
+
14
+
```go
15
+
package main
16
+
17
+
import (
18
+
"context"
19
+
"fmt"
20
+
"os"
21
+
22
+
"github.com/quailyquaily/mistermorph/agent"
23
+
"github.com/quailyquaily/mistermorph/providers/uniai"
24
+
"github.com/quailyquaily/mistermorph/tools"
25
+
)
26
+
27
+
func main() {
28
+
client := uniai.New(uniai.Config{
29
+
Provider: "openai",
30
+
Endpoint: "https://api.openai.com",
31
+
APIKey: os.Getenv("OPENAI_API_KEY"),
32
+
Model: "gpt-5.4",
33
+
})
34
+
35
+
reg := tools.NewRegistry() // 最小示例：不注册任何工具
36
+
37
+
spec := agent.DefaultPromptSpec()
38
+
spec.Blocks = append(spec.Blocks, agent.PromptBlock{
39
+
Content: "[[ Runtime Rule ]]\\n请用一段简短中文回答。",
40
+
})
41
+
42
+
eng := agent.New(client, reg, agent.Config{
43
+
MaxSteps: 8,
44
+
ParseRetries: 2,
45
+
ToolRepeatLimit: 3,
46
+
}, spec)
47
+
48
+
final, _, err := eng.Run(context.Background(), "介绍一下你自己", agent.RunOptions{
49
+
Model: "gpt-5.4",
50
+
})
51
+
if err != nil {
52
+
panic(err)
53
+
}
54
+
55
+
fmt.Println(final.Output)
56
+
}
57
+
```
58
+
59
+
## 典型场景
60
+
61
+
- 按任务动态注入 prompt block
62
+
- 完全替换 system prompt 构造逻辑
63
+
- 注入额外 LLM 请求参数
64
+
- 自定义工具成功/失败后的处理行为
65
+
66
+
## 用 `PromptSpec` 注入 Prompt Block
67
+
68
+
```go
69
+
spec := agent.DefaultPromptSpec()
70
+
spec.Blocks = append(spec.Blocks, agent.PromptBlock{
71
+
Content: "[[ Project Policy ]]\n外部 API 调用必须带 trace_id。",
72
+
})
73
+
74
+
engine := agent.New(client, reg, agentCfg, spec)
75
+
```
76
+
77
+
## 用 `WithPromptBuilder` 完全替换 Prompt 构造
78
+
79
+
```go
80
+
engine := agent.New(
81
+
client,
82
+
reg,
83
+
agentCfg,
84
+
spec,
85
+
agent.WithPromptBuilder(func(reg *tools.Registry, task string) string {
86
+
return "你的完整自定义 system prompt"
87
+
}),
88
+
)
89
+
```
90
+
91
+
## 其他低层 Hook
92
+
93
+
- `agent.WithParamsBuilder(...)`
94
+
- `agent.WithOnToolSuccess(...)`
95
+
- `agent.WithFallbackFinal(...)`
96
+
- `agent.WithPlanStepUpdate(...)`
97
+
98
+
## 范围边界
99
+
100
+
- 自定义工具注册：放在 [Core 嵌入进阶](/zh/guide/core-advanced-embedding)
101
+
- Telegram channel 接入：放在 [Core 嵌入进阶](/zh/guide/core-advanced-embedding)
102
+
103
+
## 建议
104
+
105
+
默认优先使用 `integration`。只有当 `integration` 无法覆盖需求时，再下沉到这一层。
+49
web/vitepress/docs/zh/guide/build-agent-with-core.md
+49
web/vitepress/docs/zh/guide/build-agent-with-core.md
···
1
+
---
2
+
title: 用 Core 快速搭建 Agent
3
+
description: 在 Go 项目中嵌入 Mister Morph integration runtime。
4
+
---
5
+
6
+
# 用 Core 快速搭建 Agent
7
+
8
+
`integration` 是推荐的嵌入入口。
9
+
10
+
## 最小示例
11
+
12
+
```go
13
+
package main
14
+
15
+
import (
16
+
"context"
17
+
"fmt"
18
+
19
+
"github.com/quailyquaily/mistermorph/agent"
20
+
"github.com/quailyquaily/mistermorph/integration"
21
+
)
22
+
23
+
func main() {
24
+
cfg := integration.DefaultConfig()
25
+
cfg.BuiltinToolNames = []string{"read_file", "url_fetch", "todo_update"}
26
+
cfg.Set("llm.provider", "openai")
27
+
cfg.Set("llm.model", "gpt-5.4")
28
+
cfg.Set("llm.api_key", "YOUR_API_KEY")
29
+
30
+
rt := integration.New(cfg)
31
+
32
+
task := "读取 README 并输出简短摘要"
33
+
final, _, err := rt.RunTask(context.Background(), task, agent.RunOptions{})
34
+
if err != nil {
35
+
panic(err)
36
+
}
37
+
38
+
fmt.Println(final.Output)
39
+
}
40
+
```
41
+
42
+
## 常用调节点
43
+
44
+
- `cfg.BuiltinToolNames`
45
+
- `cfg.Set("max_steps", N)`
46
+
- `cfg.Set("tool_repeat_limit", N)`
47
+
- `cfg.Inspect.Prompt`、`cfg.Inspect.Request`
48
+
49
+
Prepared 方式（`NewRunEngine*`）放在 [Core 嵌入进阶](/zh/guide/core-advanced-embedding)。
+62
web/vitepress/docs/zh/guide/built-in-tools.md
+62
web/vitepress/docs/zh/guide/built-in-tools.md
···
1
+
---
2
+
title: 内置工具
3
+
description: 静态工具、运行时注入工具与通道专属工具。
4
+
---
5
+
6
+
# 内置工具
7
+
8
+
工具分两阶段注册：静态注册 + 运行时注入。
9
+
10
+
## 静态工具（配置驱动）
11
+
12
+
无需 runtime 上下文即可创建：
13
+
14
+
- `read_file`
15
+
- `write_file`
16
+
- `bash`
17
+
- `url_fetch`
18
+
- `web_search`
19
+
- `contacts_send`
20
+
21
+
## 运行时工具（依赖 LLM 上下文）
22
+
23
+
运行时会注入：
24
+
25
+
- `plan_create`
26
+
- `todo_update`
27
+
28
+
## 通道专属工具
29
+
30
+
- Telegram 可能注入：
31
+
- `telegram_send_voice`
32
+
- `telegram_send_photo`
33
+
- `telegram_send_file`
34
+
- `message_react`
35
+
- Slack 可能注入：
36
+
- `message_react`
37
+
38
+
## Core 嵌入里的白名单
39
+
40
+
可通过 `integration.Config.BuiltinToolNames` 限制内置工具。
41
+
42
+
```go
43
+
cfg.BuiltinToolNames = []string{"read_file", "url_fetch", "todo_update"}
44
+
```
45
+
46
+
为空表示启用全部内置工具。
47
+
48
+
## 配置入口
49
+
50
+
```yaml
51
+
tools:
52
+
read_file: ...
53
+
write_file: ...
54
+
bash: ...
55
+
url_fetch: ...
56
+
web_search: ...
57
+
contacts_send: ...
58
+
todo_update: ...
59
+
plan_create: ...
60
+
```
61
+
62
+
参数级细节见 `docs/tools.md`。
+40
web/vitepress/docs/zh/guide/config-patterns.md
+40
web/vitepress/docs/zh/guide/config-patterns.md
···
1
+
---
2
+
title: 配置模式
3
+
description: 常用的 profiles、routes 与工具策略配置方法。
4
+
---
5
+
6
+
# 配置模式
7
+
8
+
## LLM Profiles 与 Routes
9
+
10
+
```yaml
11
+
llm:
12
+
model: gpt-5.4
13
+
profiles:
14
+
cheap:
15
+
model: gpt-4.1-mini
16
+
routes:
17
+
main_loop: default
18
+
addressing: cheap
19
+
heartbeat: cheap
20
+
```
21
+
22
+
## 工具开关
23
+
24
+
```yaml
25
+
tools:
26
+
bash:
27
+
enabled: false
28
+
url_fetch:
29
+
enabled: true
30
+
timeout: "30s"
31
+
```
32
+
33
+
## 运行上限
34
+
35
+
```yaml
36
+
max_steps: 20
37
+
tool_repeat_limit: 4
38
+
```
39
+
40
+
完整键定义以 `assets/config/config.example.yaml` 为准。
+272
web/vitepress/docs/zh/guide/config-reference.md
+272
web/vitepress/docs/zh/guide/config-reference.md
···
1
+
---
2
+
title: 配置字段总览
3
+
description: config.yaml 的完整字段说明（逐字段解释）。
4
+
---
5
+
6
+
# 配置字段总览
7
+
8
+
权威来源：`assets/config/config.example.yaml`。
9
+
10
+
所有字段都可用 `MISTER_MORPH_...` 环境变量覆盖，映射规则见[环境变量总览](/zh/guide/env-vars-reference)。
11
+
12
+
## 全局
13
+
14
+
| 字段 | 含义 |
15
+
|---|---|
16
+
| `user_agent` | 全局 HTTP User-Agent，作用于 `url_fetch`、`web_search` 等外联工具。 |
17
+
18
+
## LLM
19
+
20
+
| 字段 | 含义 |
21
+
|---|---|
22
+
| `llm.provider` | 主模型提供方（如 `openai`、`azure`、`bedrock`、`cloudflare` 等）。 |
23
+
| `llm.model` | 主循环默认模型名。 |
24
+
| `llm.endpoint` | OpenAI 兼容提供方的 API 基础地址。 |
25
+
| `llm.api_key` | 提供方 API Key。建议写成 `${ENV_VAR}`。 |
26
+
| `llm.request_timeout` | 单次 LLM 请求超时时间。 |
27
+
| `llm.temperature` | 可选的默认采样温度；未设置时不强制传给提供方。 |
28
+
| `llm.reasoning_effort` | 可选推理强度（`none/minimal/low/medium/high/max/xhigh`）。 |
29
+
| `llm.reasoning_budget_tokens` | 可选推理预算 token。 |
30
+
| `llm.tools_emulation_mode` | 工具调用仿真策略（`off/fallback/force`）。 |
31
+
| `llm.azure.deployment` | Azure OpenAI 的 deployment 名称。 |
32
+
| `llm.bedrock.aws_key` | Bedrock 的 AWS Access Key。 |
33
+
| `llm.bedrock.aws_secret` | Bedrock 的 AWS Secret Key。 |
34
+
| `llm.bedrock.region` | Bedrock 区域。 |
35
+
| `llm.bedrock.model_arn` | Bedrock 模型 ARN。 |
36
+
| `llm.cloudflare.account_id` | Cloudflare Workers AI 账号 ID。 |
37
+
| `llm.cloudflare.api_token` | Cloudflare Workers AI API Token。 |
38
+
| `llm.profiles.<profile>.*` | 命名 LLM 配置档；可覆盖 provider/model/key 等，用于路由不同任务。 |
39
+
| `llm.routes.main_loop` | 主 agent 循环用哪个 profile。 |
40
+
| `llm.routes.addressing` | 群聊“是否被点名”判定用哪个 profile。 |
41
+
| `llm.routes.heartbeat` | 心跳任务用哪个 profile。 |
42
+
| `llm.routes.plan_create` | `plan_create` 工具用哪个 profile。 |
43
+
| `llm.routes.memory_draft` | memory 草稿/整理相关调用用哪个 profile。 |
44
+
45
+
## Multimodal
46
+
47
+
| 字段 | 含义 |
48
+
|---|---|
49
+
| `multimodal.image.sources` | 允许图像输入的来源白名单（如 `telegram`、`line`、`remote_download`）。 |
50
+
51
+
## Logging
52
+
53
+
| 字段 | 含义 |
54
+
|---|---|
55
+
| `logging.level` | 日志级别（`debug/info/warn/error`）。 |
56
+
| `logging.format` | 日志格式（`text/json`）。 |
57
+
| `logging.add_source` | 是否在日志中附带源码位置（文件:行）。 |
58
+
| `logging.include_thoughts` | 是否输出模型 thoughts（可能包含敏感信息）。 |
59
+
| `logging.include_tool_params` | 是否记录工具调用参数（会脱敏/截断）。 |
60
+
| `logging.include_skill_contents` | 是否记录已加载 `SKILL.md` 内容（截断后）。 |
61
+
| `logging.max_thought_chars` | thoughts 日志最大字符数。 |
62
+
| `logging.max_json_bytes` | 参数 JSON 日志最大字节数。 |
63
+
| `logging.max_string_value_chars` | 日志中单个字符串值的最大长度。 |
64
+
| `logging.max_skill_content_chars` | `SKILL.md` 记录时最大字符数。 |
65
+
| `logging.redact_keys` | 额外脱敏键名列表。 |
66
+
67
+
## Secrets 与 Auth Profiles
68
+
69
+
| 字段 | 含义 |
70
+
|---|---|
71
+
| `secrets.allow_profiles` | 允许运行时使用的认证 profile 白名单。 |
72
+
| `auth_profiles.<id>.credential.kind` | 凭证类型（如 api key/bearer）。 |
73
+
| `auth_profiles.<id>.credential.secret` | 实际密钥内容，建议 `${ENV_VAR}`。 |
74
+
| `auth_profiles.<id>.allow.url_prefixes` | 允许访问的 URL 前缀白名单。 |
75
+
| `auth_profiles.<id>.allow.methods` | 允许的 HTTP 方法白名单。 |
76
+
| `auth_profiles.<id>.allow.follow_redirects` | 是否允许跟随重定向。 |
77
+
| `auth_profiles.<id>.allow.allow_proxy` | 是否允许走系统代理。 |
78
+
| `auth_profiles.<id>.allow.deny_private_ips` | 是否禁止私网/本地地址。 |
79
+
| `auth_profiles.<id>.bindings.url_fetch.inject.location` | 凭证注入位置（例如 header/query）。 |
80
+
| `auth_profiles.<id>.bindings.url_fetch.inject.name` | 注入字段名（例如 `Authorization`）。 |
81
+
| `auth_profiles.<id>.bindings.url_fetch.inject.format` | 注入格式（例如 bearer）。 |
82
+
| `auth_profiles.<id>.bindings.url_fetch.allow_user_headers` | 是否允许用户再额外传 header。 |
83
+
| `auth_profiles.<id>.bindings.url_fetch.user_header_allowlist` | 允许用户自带的 header 白名单。 |
84
+
85
+
## Guard
86
+
87
+
| 字段 | 含义 |
88
+
|---|---|
89
+
| `guard.enabled` | 是否启用 Guard 安全层。 |
90
+
| `guard.dir_name` | Guard 状态目录名（位于 `file_state_dir` 下）。 |
91
+
| `guard.network.url_fetch.allowed_url_prefixes` | `url_fetch` 可访问目的地前缀白名单。 |
92
+
| `guard.network.url_fetch.deny_private_ips` | 是否拒绝私网/本地 IP 目标。 |
93
+
| `guard.network.url_fetch.follow_redirects` | `url_fetch` 是否允许重定向。 |
94
+
| `guard.network.url_fetch.allow_proxy` | `url_fetch` 是否允许代理。 |
95
+
| `guard.redaction.enabled` | 是否启用输出脱敏。 |
96
+
| `guard.redaction.patterns` | 自定义脱敏正则模式。 |
97
+
| `guard.audit.jsonl_path` | 审计日志 JSONL 路径（空则使用默认目录）。 |
98
+
| `guard.audit.rotate_max_bytes` | 审计日志滚动大小阈值。 |
99
+
| `guard.approvals.enabled` | 是否启用审批流程。 |
100
+
101
+
## Tools
102
+
103
+
| 字段 | 含义 |
104
+
|---|---|
105
+
| `tools.read_file.max_bytes` | `read_file` 单次最大读取字节数。 |
106
+
| `tools.read_file.deny_paths` | `read_file` 拒绝读取的路径/文件名列表。 |
107
+
| `tools.write_file.enabled` | 是否启用 `write_file`。 |
108
+
| `tools.write_file.max_bytes` | `write_file` 单次最大写入字节数。 |
109
+
| `tools.contacts_send.enabled` | 是否启用 `contacts_send`。 |
110
+
| `tools.todo_update.enabled` | 是否启用 `todo_update`。 |
111
+
| `tools.plan_create.enabled` | 是否启用 `plan_create`。 |
112
+
| `tools.plan_create.max_steps` | `plan_create` 默认最大步骤数。 |
113
+
| `tools.url_fetch.enabled` | 是否启用 `url_fetch`。 |
114
+
| `tools.url_fetch.timeout` | `url_fetch` 请求超时。 |
115
+
| `tools.url_fetch.max_bytes` | `url_fetch` 直接返回时的最大读取字节数。 |
116
+
| `tools.url_fetch.max_bytes_download` | `url_fetch` 下载到文件时的最大读取字节数。 |
117
+
| `tools.web_search.enabled` | 是否启用 `web_search`。 |
118
+
| `tools.web_search.base_url` | 搜索后端地址（当前默认 DuckDuckGo HTML）。 |
119
+
| `tools.web_search.timeout` | `web_search` 请求超时。 |
120
+
| `tools.web_search.max_results` | `web_search` 默认返回条数上限。 |
121
+
| `tools.bash.enabled` | 是否启用 `bash`（高风险能力）。 |
122
+
| `tools.bash.timeout` | `bash` 单次执行超时。 |
123
+
| `tools.bash.max_output_bytes` | `bash` 每个输出流最大保留字节数。 |
124
+
| `tools.bash.deny_paths` | `bash` 命令中禁止引用的路径列表。 |
125
+
| `tools.bash.injected_env_vars` | 额外注入给 `bash` 子进程的环境变量白名单。 |
126
+
127
+
## MCP
128
+
129
+
| 字段 | 含义 |
130
+
|---|---|
131
+
| `mcp.servers[].name` | MCP 服务器标识名；会参与工具命名空间。 |
132
+
| `mcp.servers[].enable` | 是否启用该 MCP 服务器配置。 |
133
+
| `mcp.servers[].type` | 传输类型（`stdio` 或 `http`）。 |
134
+
| `mcp.servers[].command` | `stdio` 模式下的启动命令。 |
135
+
| `mcp.servers[].args` | `stdio` 模式命令参数。 |
136
+
| `mcp.servers[].env` | `stdio` 模式传给子进程的环境变量。 |
137
+
| `mcp.servers[].url` | `http` 模式 MCP Endpoint。 |
138
+
| `mcp.servers[].headers` | `http` 模式自定义请求头（支持 `${ENV_VAR}`）。 |
139
+
| `mcp.servers[].allowed_tools` | 该服务器允许暴露的工具白名单；空表示全部。 |
140
+
141
+
## Memory
142
+
143
+
| 字段 | 含义 |
144
+
|---|---|
145
+
| `memory.enabled` | 是否启用 memory 子系统。 |
146
+
| `memory.dir_name` | memory 目录名（位于 `file_state_dir` 下）。 |
147
+
| `memory.short_term_days` | 注入短期记忆时回看天数窗口。 |
148
+
| `memory.injection.enabled` | 是否把记忆摘要注入系统 prompt。 |
149
+
| `memory.injection.max_items` | 单次注入的最大记忆条目数。 |
150
+
151
+
## Bus / Contacts / Tasks / Skills
152
+
153
+
| 字段 | 含义 |
154
+
|---|---|
155
+
| `bus.max_inflight` | 进程内消息总线最大并发在途数。 |
156
+
| `contacts.dir_name` | 联系人业务状态目录名。 |
157
+
| `contacts.proactive.max_turns_per_session` | 主动会话最大轮次。 |
158
+
| `contacts.proactive.session_cooldown` | 主动会话轮次耗尽后的冷却时长。 |
159
+
| `contacts.proactive.failure_cooldown` | 主动发送失败后的冷却时长。 |
160
+
| `tasks.dir_name` | task 持久化目录名。 |
161
+
| `tasks.persistence_targets` | 启用任务文件持久化的目标运行时。 |
162
+
| `tasks.rotate_max_bytes` | 任务日志/状态文件滚动大小阈值。 |
163
+
| `tasks.targets.console.heartbeat_topic_id` | console 心跳保留 topic id。 |
164
+
| `skills.dir_name` | skills 根目录名。 |
165
+
| `skills.enabled` | 是否启用 skills 加载。 |
166
+
| `skills.load` | 预加载 skill 列表；空列表表示加载全部已发现 skill。 |
167
+
168
+
## Server 与 Console
169
+
170
+
| 字段 | 含义 |
171
+
|---|---|
172
+
| `server.listen` | 已废弃；旧版共享监听地址回退项。 |
173
+
| `server.auth_token` | 运行时 API 鉴权 token（Bearer）。 |
174
+
| `server.max_queue` | 任务队列最大长度。 |
175
+
| `console.listen` | Console API + 静态资源监听地址。 |
176
+
| `console.base_path` | Console 路由基础路径。 |
177
+
| `console.static_dir` | Console 静态站点目录（生产构建产物）。 |
178
+
| `console.password` | Console 明文密码（生产不推荐）。 |
179
+
| `console.password_hash` | Console bcrypt 密码哈希。 |
180
+
| `console.session_ttl` | Console 会话 token 有效期。 |
181
+
| `console.managed_runtimes` | 由 console 进程托管的通道 runtime 列表（如 telegram/slack）。 |
182
+
| `console.endpoints[].name` | 外部 runtime endpoint 显示名称。 |
183
+
| `console.endpoints[].url` | 外部 runtime endpoint 地址。 |
184
+
| `console.endpoints[].auth_token` | 访问该 endpoint 的鉴权 token。 |
185
+
186
+
## Telegram
187
+
188
+
| 字段 | 含义 |
189
+
|---|---|
190
+
| `telegram.bot_token` | Telegram Bot Token。 |
191
+
| `telegram.allowed_chat_ids` | 允许访问的 chat id 白名单；空表示不限制。 |
192
+
| `telegram.group_trigger_mode` | 群聊触发策略（`strict/smart/talkative`）。 |
193
+
| `telegram.addressing_confidence_threshold` | addressing 判定通过所需最小置信度。 |
194
+
| `telegram.addressing_interject_threshold` | Telegram addressing 的 interject 上限阈值。 |
195
+
| `telegram.poll_timeout` | 长轮询超时。 |
196
+
| `telegram.task_timeout` | 单条消息任务超时（`0s` 表示沿用上层）。 |
197
+
| `telegram.max_concurrency` | 并发处理 chat 的上限。 |
198
+
| `telegram.serve_listen` | Telegram runtime API 监听地址。 |
199
+
200
+
## Slack
201
+
202
+
| 字段 | 含义 |
203
+
|---|---|
204
+
| `slack.base_url` | Slack Web API 基础地址（通常不用改）。 |
205
+
| `slack.bot_token` | Slack Bot Token（xoxb）。 |
206
+
| `slack.app_token` | Slack Socket Mode App Token（xapp）。 |
207
+
| `slack.allowed_team_ids` | 允许 workspace 白名单。 |
208
+
| `slack.allowed_channel_ids` | 允许 channel 白名单（也可用于心跳通知目标）。 |
209
+
| `slack.group_trigger_mode` | 群聊触发策略（`strict/smart/talkative`）。 |
210
+
| `slack.addressing_confidence_threshold` | addressing 判定通过所需最小置信度。 |
211
+
| `slack.addressing_interject_threshold` | Slack addressing 的 interject 下限阈值。 |
212
+
| `slack.task_timeout` | 单条消息任务超时。 |
213
+
| `slack.max_concurrency` | 会话并发处理上限。 |
214
+
| `slack.serve_listen` | Slack runtime API 监听地址。 |
215
+
216
+
## LINE
217
+
218
+
| 字段 | 含义 |
219
+
|---|---|
220
+
| `line.base_url` | LINE Messaging API 基础地址。 |
221
+
| `line.channel_access_token` | LINE Channel Access Token。 |
222
+
| `line.channel_secret` | LINE Webhook 签名校验密钥。 |
223
+
| `line.webhook_listen` | LINE webhook 监听地址。 |
224
+
| `line.webhook_path` | LINE webhook 路由路径。 |
225
+
| `line.allowed_group_ids` | 允许 group 白名单；空表示不限制。 |
226
+
| `line.group_trigger_mode` | 群聊触发策略（`strict/smart/talkative`）。 |
227
+
| `line.addressing_confidence_threshold` | addressing 判定通过所需最小置信度。 |
228
+
| `line.addressing_interject_threshold` | LINE addressing 的 interject 下限阈值。 |
229
+
| `line.task_timeout` | 单条消息任务超时。 |
230
+
| `line.max_concurrency` | 会话并发处理上限。 |
231
+
| `line.serve_listen` | LINE runtime API 监听地址。 |
232
+
233
+
## Lark
234
+
235
+
| 字段 | 含义 |
236
+
|---|---|
237
+
| `lark.base_url` | Lark/飞书 Open API 基础地址。 |
238
+
| `lark.app_id` | Lark App ID。 |
239
+
| `lark.app_secret` | Lark App Secret。 |
240
+
| `lark.webhook_listen` | Lark webhook 监听地址。 |
241
+
| `lark.webhook_path` | Lark webhook 路由路径。 |
242
+
| `lark.verification_token` | 事件订阅校验 token。 |
243
+
| `lark.encrypt_key` | 事件订阅加密 key。 |
244
+
| `lark.allowed_chat_ids` | 允许 chat 白名单；空表示不限制。 |
245
+
| `lark.group_trigger_mode` | 群聊触发策略（`strict/smart/talkative`）。 |
246
+
| `lark.addressing_confidence_threshold` | addressing 判定通过所需最小置信度。 |
247
+
| `lark.addressing_interject_threshold` | Lark addressing 的 interject 下限阈值。 |
248
+
| `lark.task_timeout` | 单条消息任务超时。 |
249
+
| `lark.max_concurrency` | 会话并发处理上限。 |
250
+
| `lark.serve_listen` | Lark runtime API 监听地址。 |
251
+
252
+
## Heartbeat
253
+
254
+
| 字段 | 含义 |
255
+
|---|---|
256
+
| `heartbeat.enabled` | 是否启用心跳机制。 |
257
+
| `heartbeat.interval` | 心跳执行间隔。 |
258
+
259
+
## 循环限制与文件目录
260
+
261
+
| 字段 | 含义 |
262
+
|---|---|
263
+
| `max_steps` | 单次任务最多工具调用步数。 |
264
+
| `parse_retries` | 模型输出 JSON 解析失败时的重试次数。 |
265
+
| `max_token_budget` | 累计 token 预算上限（`0` 表示不限制）。 |
266
+
| `tool_repeat_limit` | 同名工具在单任务中的重复成功调用上限。 |
267
+
| `timeout` | 整个任务运行超时。 |
268
+
| `file_state_dir` | 运行状态根目录（memory/skills/tasks 等）。 |
269
+
| `file_cache_dir` | 文件缓存根目录（下载文件、媒体临时文件等）。 |
270
+
| `file_cache.max_age` | 缓存文件最大保留时长。 |
271
+
| `file_cache.max_files` | 缓存文件数量上限。 |
272
+
| `file_cache.max_total_bytes` | 缓存总大小上限。 |
+172
web/vitepress/docs/zh/guide/core-advanced-embedding.md
+172
web/vitepress/docs/zh/guide/core-advanced-embedding.md
···
1
+
---
2
+
title: Core 嵌入进阶
3
+
description: 仅覆盖 integration 包能力：配置、注册表、运行引擎与通道运行器。
4
+
---
5
+
6
+
# Core 嵌入进阶
7
+
8
+
本页只讲 `integration` 包直接提供的能力。
9
+
10
+
## `integration` 提供了什么
11
+
12
+
- `integration.DefaultConfig()` / `integration.Config.Set(...)`
13
+
- `integration.New(cfg)`
14
+
- `rt.NewRegistry()`
15
+
- `rt.NewRunEngine(...)`
16
+
- `rt.NewRunEngineWithRegistry(...)`
17
+
- `rt.RunTask(...)`
18
+
- `rt.RequestTimeout()`
19
+
- `rt.NewTelegramBot(...)`
20
+
- `rt.NewSlackBot(...)`
21
+
22
+
## 配置层（`integration.Config`）
23
+
24
+
- `Overrides` + `Set(key, value)`：覆盖任意 Viper 配置键。
25
+
- `Features`：控制运行时能力注入（`PlanTool`、`Guard`、`Skills`）。
26
+
- `BuiltinToolNames`：内置工具白名单（空表示全部）。
27
+
- `Inspect`：Prompt/Request 落盘调试。
28
+
29
+
```go
30
+
cfg := integration.DefaultConfig()
31
+
cfg.Set("llm.provider", "openai")
32
+
cfg.Set("llm.model", "gpt-5.4")
33
+
cfg.Set("llm.api_key", os.Getenv("OPENAI_API_KEY"))
34
+
cfg.Features.Skills = true
35
+
cfg.BuiltinToolNames = []string{"read_file", "url_fetch", "todo_update"}
36
+
```
37
+
38
+
## 注册表与自定义工具
39
+
40
+
`integration` 支持在创建引擎前扩展工具注册表。
41
+
42
+
### 可运行示例（自定义工具 + integration）
43
+
44
+
```go
45
+
package main
46
+
47
+
import (
48
+
"context"
49
+
"encoding/json"
50
+
"fmt"
51
+
"os"
52
+
"strings"
53
+
54
+
"github.com/quailyquaily/mistermorph/agent"
55
+
"github.com/quailyquaily/mistermorph/integration"
56
+
)
57
+
58
+
type EchoTool struct{}
59
+
60
+
func (t *EchoTool) Name() string { return "echo_text" }
61
+
62
+
func (t *EchoTool) Description() string {
63
+
return "Echoes input text as JSON."
64
+
}
65
+
66
+
func (t *EchoTool) ParameterSchema() string {
67
+
return `{
68
+
"type": "object",
69
+
"properties": {
70
+
"text": {"type": "string", "description": "Text to echo."}
71
+
},
72
+
"required": ["text"]
73
+
}`
74
+
}
75
+
76
+
func (t *EchoTool) Execute(_ context.Context, params map[string]any) (string, error) {
77
+
text, _ := params["text"].(string)
78
+
text = strings.TrimSpace(text)
79
+
if text == "" {
80
+
return "", fmt.Errorf("text is required")
81
+
}
82
+
b, _ := json.Marshal(map[string]any{"text": text})
83
+
return string(b), nil
84
+
}
85
+
86
+
func main() {
87
+
cfg := integration.DefaultConfig()
88
+
cfg.Set("llm.provider", "openai")
89
+
cfg.Set("llm.model", "gpt-5.4")
90
+
cfg.Set("llm.api_key", os.Getenv("OPENAI_API_KEY"))
91
+
92
+
rt := integration.New(cfg)
93
+
reg := rt.NewRegistry()
94
+
reg.Register(&EchoTool{})
95
+
96
+
task := "Call tool echo_text with text 'hello from tool', then answer with that text."
97
+
98
+
prepared, err := rt.NewRunEngineWithRegistry(context.Background(), task, reg)
99
+
if err != nil {
100
+
panic(err)
101
+
}
102
+
defer prepared.Cleanup()
103
+
104
+
final, _, err := prepared.Engine.Run(context.Background(), task, agent.RunOptions{Model: prepared.Model})
105
+
if err != nil {
106
+
panic(err)
107
+
}
108
+
109
+
fmt.Println(final.Output)
110
+
}
111
+
```
112
+
113
+
## 运行 API
114
+
115
+
### Prepared Engine 方式
116
+
117
+
```go
118
+
prepared, err := rt.NewRunEngine(context.Background(), task)
119
+
if err != nil {
120
+
panic(err)
121
+
}
122
+
defer prepared.Cleanup()
123
+
124
+
final, _, err := prepared.Engine.Run(context.Background(), task, agent.RunOptions{
125
+
Model: prepared.Model,
126
+
})
127
+
```
128
+
129
+
#### 为什么选 Prepared Engine 方式
130
+
131
+
- 生命周期可控：你可以明确在何时 `Cleanup()`，适合接入你自己的进程管理。
132
+
- 可复用：同一个 `prepared.Engine` 可以多次 `Run(...)`，避免重复准备。
133
+
- 运行参数可变：每次 `Run` 都可传不同 `RunOptions`（如 `History`、`Meta`、`OnStream`）。
134
+
- 便于编排：你能直接拿到 `prepared.Model` 与 `Engine`，更适合做上层会话/调度封装。
135
+
136
+
### 便捷方式
137
+
138
+
```go
139
+
final, runCtx, err := rt.RunTask(context.Background(), task, agent.RunOptions{})
140
+
_ = final
141
+
_ = runCtx
142
+
_ = err
143
+
```
144
+
145
+
## 调试与诊断
146
+
147
+
```go
148
+
cfg.Inspect.Prompt = true
149
+
cfg.Inspect.Request = true
150
+
cfg.Inspect.DumpDir = "./dump"
151
+
```
152
+
153
+
## 接入 Telegram Channel（进阶）
154
+
155
+
```go
156
+
tg, _ := rt.NewTelegramBot(integration.TelegramOptions{BotToken: os.Getenv("MISTER_MORPH_TELEGRAM_BOT_TOKEN")})
157
+
_ = tg
158
+
```
159
+
160
+
## 接入 Slack Channel（可选）
161
+
162
+
```go
163
+
sl, _ := rt.NewSlackBot(integration.SlackOptions{
164
+
BotToken: os.Getenv("MISTER_MORPH_SLACK_BOT_TOKEN"),
165
+
AppToken: os.Getenv("MISTER_MORPH_SLACK_APP_TOKEN"),
166
+
})
167
+
_ = sl
168
+
```
169
+
170
+
## 本页不覆盖内容
171
+
172
+
更底层的能力请看 [Agent 底层扩展](/zh/guide/agent-level-customization)。
+50
web/vitepress/docs/zh/guide/docs-map.md
+50
web/vitepress/docs/zh/guide/docs-map.md
···
1
+
---
2
+
title: 仓库文档地图
3
+
description: 仓库中更完整设计文档的入口索引。
4
+
---
5
+
6
+
# 仓库文档地图
7
+
8
+
## 站内文档结构
9
+
10
+
- 开始使用
11
+
- [总览](/zh/guide/overview)
12
+
- [快速开始（CLI）](/zh/guide/quickstart-cli)
13
+
- [安装与配置](/zh/guide/install-and-config)
14
+
- 开发者（嵌入）
15
+
- [用 Core 快速搭建 Agent](/zh/guide/build-agent-with-core)
16
+
- [Core 嵌入进阶](/zh/guide/core-advanced-embedding)
17
+
- [Agent 底层扩展](/zh/guide/agent-level-customization)
18
+
- Runtime
19
+
- [Runtime 模式](/zh/guide/runtime-modes)
20
+
- [Prompt 组织（自顶向下）](/zh/guide/prompt-architecture)
21
+
- [Memory](/zh/guide/memory)
22
+
- [Skills](/zh/guide/skills)
23
+
- [内置工具](/zh/guide/built-in-tools)
24
+
- [MCP](/zh/guide/mcp)
25
+
- 运维与治理
26
+
- [安全与 Guard](/zh/guide/security-and-guard)
27
+
- [配置模式](/zh/guide/config-patterns)
28
+
- [配置字段总览](/zh/guide/config-reference)
29
+
- [环境变量总览](/zh/guide/env-vars-reference)
30
+
31
+
## Core 与架构
32
+
33
+
- [`docs/arch.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/arch.md)
34
+
- [`docs/integration.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/integration.md)
35
+
- [`docs/prompt.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/prompt.md)
36
+
37
+
## Runtime 与通道
38
+
39
+
- [`docs/console.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/console.md)
40
+
- [`docs/slack.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/slack.md)
41
+
- [`docs/line.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/line.md)
42
+
- [`docs/lark.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/lark.md)
43
+
44
+
## 治理与状态
45
+
46
+
- [`docs/security.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/security.md)
47
+
- [`docs/tools.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/tools.md)
48
+
- [`docs/skills.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/skills.md)
49
+
- [`docs/memory.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/memory.md)
50
+
- [`docs/bus.md`](https://github.com/quailyquaily/mistermorph/blob/master/docs/bus.md)
+83
web/vitepress/docs/zh/guide/env-vars-reference.md
+83
web/vitepress/docs/zh/guide/env-vars-reference.md
···
1
+
---
2
+
title: 环境变量总览
3
+
description: 完整环境变量模型、映射规则与兼容变量说明。
4
+
---
5
+
6
+
# 环境变量总览
7
+
8
+
## 优先级
9
+
10
+
生效顺序：
11
+
12
+
1. CLI flags
13
+
2. `MISTER_MORPH_*` 环境变量
14
+
3. `config.yaml`
15
+
4. 代码默认值
16
+
17
+
## 完整支持规则
18
+
19
+
所有配置键都可按同一规则映射成环境变量：
20
+
21
+
- 前缀：`MISTER_MORPH_`
22
+
- 转大写
23
+
- `.` 和 `-` 替换为 `_`
24
+
25
+
示例：
26
+
27
+
- `llm.api_key` -> `MISTER_MORPH_LLM_API_KEY`
28
+
- `tools.bash.enabled` -> `MISTER_MORPH_TOOLS_BASH_ENABLED`
29
+
- `mcp.servers` -> `MISTER_MORPH_MCP_SERVERS`
30
+
31
+
因此，[配置字段总览](/zh/guide/config-reference)中的全部字段都支持环境变量覆盖。
32
+
33
+
## 高频环境变量
34
+
35
+
- `MISTER_MORPH_CONFIG`
36
+
- `MISTER_MORPH_LLM_PROVIDER`
37
+
- `MISTER_MORPH_LLM_ENDPOINT`
38
+
- `MISTER_MORPH_LLM_MODEL`
39
+
- `MISTER_MORPH_LLM_API_KEY`
40
+
- `MISTER_MORPH_SERVER_AUTH_TOKEN`
41
+
- `MISTER_MORPH_CONSOLE_PASSWORD`
42
+
- `MISTER_MORPH_CONSOLE_PASSWORD_HASH`
43
+
- `MISTER_MORPH_TELEGRAM_BOT_TOKEN`
44
+
- `MISTER_MORPH_SLACK_BOT_TOKEN`
45
+
- `MISTER_MORPH_SLACK_APP_TOKEN`
46
+
- `MISTER_MORPH_LINE_CHANNEL_ACCESS_TOKEN`
47
+
- `MISTER_MORPH_LINE_CHANNEL_SECRET`
48
+
- `MISTER_MORPH_LARK_APP_ID`
49
+
- `MISTER_MORPH_LARK_APP_SECRET`
50
+
- `MISTER_MORPH_FILE_STATE_DIR`
51
+
- `MISTER_MORPH_FILE_CACHE_DIR`
52
+
53
+
## 配置内 `${ENV_VAR}` 展开
54
+
55
+
配置里的所有字符串都支持 `${ENV_VAR}` 展开。
56
+
57
+
```yaml
58
+
llm:
59
+
api_key: "${OPENAI_API_KEY}"
60
+
mcp:
61
+
servers:
62
+
- name: remote
63
+
headers:
64
+
Authorization: "Bearer ${MCP_REMOTE_TOKEN}"
65
+
```
66
+
67
+
说明：
68
+
69
+
- 仅展开 `${NAME}` 形式
70
+
- 裸 `$NAME` 不展开
71
+
- 未设置变量会替换为空字符串并给出 warning
72
+
73
+
## 兼容/特殊环境变量
74
+
75
+
- `TELEGRAM_BOT_TOKEN`
76
+
- 仅用于 `mistermorph telegram send` 的兼容回退
77
+
- 优先仍是 `MISTER_MORPH_TELEGRAM_BOT_TOKEN`
78
+
- `NO_COLOR`、`TERM=dumb`
79
+
- 仅影响 CLI 颜色输出
80
+
81
+
## 实践建议
82
+
83
+
敏感值建议用 `${ENV_VAR}` 占位，并在运行环境注入真实 secret。
+45
web/vitepress/docs/zh/guide/install-and-config.md
+45
web/vitepress/docs/zh/guide/install-and-config.md
···
1
+
---
2
+
title: 安装与配置
3
+
description: 安装方式与基础配置模型。
4
+
---
5
+
6
+
# 安装与配置
7
+
8
+
## 安装方式
9
+
10
+
```bash
11
+
# 发布版安装脚本
12
+
curl -fsSL -o /tmp/install-mistermorph.sh https://raw.githubusercontent.com/quailyquaily/mistermorph/refs/heads/master/scripts/install-release.sh
13
+
sudo bash /tmp/install-mistermorph.sh
14
+
```
15
+
16
+
```bash
17
+
# Go 安装
18
+
go install github.com/quailyquaily/mistermorph/cmd/mistermorph@latest
19
+
```
20
+
21
+
## 初始化文件
22
+
23
+
```bash
24
+
mistermorph install
25
+
```
26
+
27
+
默认工作目录是 `~/.morph/`。
28
+
29
+
## 配置来源优先级
30
+
31
+
- CLI flags
32
+
- 环境变量
33
+
- `config.yaml`
34
+
35
+
## 最小 `config.yaml`
36
+
37
+
```yaml
38
+
llm:
39
+
provider: openai
40
+
model: gpt-5.4
41
+
endpoint: https://api.openai.com
42
+
api_key: ${OPENAI_API_KEY}
43
+
```
44
+
45
+
完整键列表以 `assets/config/config.example.yaml` 为准。
+66
web/vitepress/docs/zh/guide/mcp.md
+66
web/vitepress/docs/zh/guide/mcp.md
···
1
+
---
2
+
title: MCP
3
+
description: 配置 MCP server，并把远端工具接入本地 Agent 工具循环。
4
+
---
5
+
6
+
# MCP
7
+
8
+
Mister Morph 可连接 MCP server，并把远端工具注册到同一个 tool-calling 循环中。
9
+
10
+
## 工具名映射
11
+
12
+
MCP 工具会被注册为：
13
+
14
+
- `mcp_<server_name>__<tool_name>`
15
+
16
+
例如：`mcp_filesystem__read_file`
17
+
18
+
## 支持的传输类型
19
+
20
+
- `stdio`（默认）
21
+
- `http`
22
+
23
+
## 配置结构
24
+
25
+
```yaml
26
+
mcp:
27
+
servers:
28
+
- name: filesystem
29
+
type: stdio
30
+
command: npx
31
+
args: ["-y", "@modelcontextprotocol/server-filesystem", "/tmp"]
32
+
allowed_tools: []
33
+
34
+
- name: remote
35
+
type: http
36
+
url: "https://mcp.example.com/mcp"
37
+
headers:
38
+
Authorization: "Bearer ${MCP_REMOTE_TOKEN}"
39
+
allowed_tools: ["search"]
40
+
```
41
+
42
+
字段行为：
43
+
44
+
- `enable: false` 可禁用某个 server
45
+
- `allowed_tools: []` 表示该 server 的全部工具都可用
46
+
- 配置非法的 server 会被跳过并记 warning
47
+
48
+
## 生命周期
49
+
50
+
1. 读取 `mcp.servers`
51
+
2. 连接每个启用且合法的 server
52
+
3. 拉取工具列表
53
+
4. 适配并注册进本地 registry
54
+
5. 关闭时清理 MCP session
55
+
56
+
## 故障模型
57
+
58
+
- 单个 server 失败不会拖垮整体
59
+
- 其他 server 和内置工具可继续工作
60
+
- 全部连接失败时仅是不加载 MCP 工具
61
+
62
+
## 安全建议
63
+
64
+
- 用 `allowed_tools` 做最小权限
65
+
- header token 放 `${ENV_VAR}`，不要明文
66
+
- 配合 guard/network 策略做外联控制
+60
web/vitepress/docs/zh/guide/memory.md
+60
web/vitepress/docs/zh/guide/memory.md
···
1
+
---
2
+
title: Memory
3
+
description: 基于 WAL 的 memory 架构、注入和回写规则。
4
+
---
5
+
6
+
# Memory
7
+
8
+
Mister Morph 的 memory 采用“先 WAL 追加，再异步投影”。
9
+
10
+
## 架构
11
+
12
+
- 真正的数据源：`memory/log/*.jsonl`（WAL）
13
+
- 可读投影：
14
+
- `memory/index.md`（长期）
15
+
- `memory/YYYY-MM-DD/*.md`（短期）
16
+
- 热路径只写 WAL，Markdown 投影异步更新。
17
+
18
+
## 运行流程
19
+
20
+
1. LLM 调用前：准备 memory snapshot 并注入 prompt block
21
+
2. 最终回复后：写入原始 memory event 到 WAL
22
+
3. 投影 worker 回放 WAL 并更新 markdown
23
+
24
+
## 注入条件
25
+
26
+
只有全部满足才注入：
27
+
28
+
- `memory.enabled = true`
29
+
- `memory.injection.enabled = true`
30
+
- runtime 提供有效 `subject_id`
31
+
- snapshot 非空
32
+
33
+
`memory.injection.max_items` 控制注入条目数上限。
34
+
35
+
## 回写条件
36
+
37
+
只有全部满足才回写：
38
+
39
+
- 最终回复需要实际发布
40
+
- memory orchestrator 存在
41
+
- `subject_id` 存在
42
+
43
+
轻量回复或空输出会跳过回写。
44
+
45
+
## 关键配置
46
+
47
+
```yaml
48
+
memory:
49
+
enabled: true
50
+
dir_name: "memory"
51
+
short_term_days: 7
52
+
injection:
53
+
enabled: true
54
+
max_items: 50
55
+
```
56
+
57
+
## 运维建议
58
+
59
+
- 投影损坏可由 WAL 重建。
60
+
- 生产环境把 `file_state_dir` 放到持久化存储。
+27
web/vitepress/docs/zh/guide/overview.md
+27
web/vitepress/docs/zh/guide/overview.md
···
1
+
---
2
+
title: 总览
3
+
description: 了解 Mister Morph 的能力边界和推荐阅读路径。
4
+
---
5
+
6
+
# 总览
7
+
8
+
Mister Morph 主要有两种使用方式：
9
+
10
+
- CLI 工作流（`mistermorph run`、`telegram`、`slack`、`console serve`）
11
+
- Go 内嵌 core（`integration` 包）
12
+
13
+
## 选择你的路径
14
+
15
+
- 先快速跑通：看 [快速开始（CLI）](/zh/guide/quickstart-cli)
16
+
- 嵌入到 Go 项目：看 [用 Core 快速搭建 Agent](/zh/guide/build-agent-with-core)
17
+
- 了解长期运行入口：看 [Runtime 模式](/zh/guide/runtime-modes)
18
+
- 上线前治理：看 [安全与 Guard](/zh/guide/security-and-guard)
19
+
20
+
## 仓库结构快照
21
+
22
+
- CLI 入口：`cmd/mistermorph/`
23
+
- Agent 引擎：`agent/`
24
+
- 嵌入 Core：`integration/`
25
+
- 内置工具：`tools/`
26
+
- Provider 后端：`providers/`
27
+
- 详细文档：`docs/`
+117
web/vitepress/docs/zh/guide/prompt-architecture.md
+117
web/vitepress/docs/zh/guide/prompt-architecture.md
···
1
+
---
2
+
title: Prompt 组织（自顶向下）
3
+
description: 从身份层到运行时层，说明系统 Prompt 的拼装顺序。
4
+
---
5
+
6
+
# Prompt 组织（自顶向下）
7
+
8
+
下面是当前代码里的真实顺序。
9
+
10
+
## 顶层流程图
11
+
12
+
```text
13
+
PromptSpecWithSkills(...)
14
+
|
15
+
v
16
+
ApplyPersonaIdentity(...)
17
+
|
18
+
v
19
+
AppendLocalToolNotesBlock(...)
20
+
|
21
+
v
22
+
AppendPlanCreateGuidanceBlock(...)
23
+
|
24
+
v
25
+
AppendTodoWorkflowBlock(...)
26
+
|
27
+
v
28
+
Channel PromptAugment(...)
29
+
|
30
+
v
31
+
AppendMemorySummariesBlock(...)
32
+
|
33
+
v
34
+
BuildSystemPrompt(...) -> system prompt 文本
35
+
```
36
+
37
+
## 1) Identity 层
38
+
39
+
基础身份来自 `agent.DefaultPromptSpec()`。
40
+
41
+
随后 runtime 可能用本地 persona 覆盖：
42
+
43
+
- `file_state_dir/IDENTITY.md`
44
+
- `file_state_dir/SOUL.md`
45
+
46
+
通过 `promptprofile.ApplyPersonaIdentity(...)` 应用。
47
+
48
+
## 2) Skills 层
49
+
50
+
`skillsutil.PromptSpecWithSkills(...)` 只注入 skill 元数据：
51
+
52
+
- 名称
53
+
- `SKILL.md` 路径
54
+
- 描述
55
+
- `auth_profiles`（如果有）
56
+
57
+
需要具体技能内容时，模型再调用 `read_file` 读取 `SKILL.md`。
58
+
59
+
## 3) Core 策略块
60
+
61
+
在 task runtime 里依次追加：
62
+
63
+
1. 本地工具说明（`SCRIPTS.md`）
64
+
2. `plan_create` 指引
65
+
3. TODO 工作流策略
66
+
67
+
## 4) 通道策略块
68
+
69
+
再由各通道追加自己的策略块：
70
+
71
+
- Telegram
72
+
- Slack
73
+
- LINE
74
+
- Lark
75
+
76
+
## 5) Memory 注入块
77
+
78
+
若启用 memory，会再追加 memory summary 块。
79
+
80
+
## 6) 渲染系统 Prompt
81
+
82
+
`agent.BuildSystemPrompt(...)` 用 `agent/prompts/system.md` 渲染：
83
+
84
+
- identity
85
+
- skills 元数据
86
+
- 追加 block
87
+
- 工具摘要
88
+
- 附加规则
89
+
90
+
## 7) 发送给 LLM 的消息顺序
91
+
92
+
`engine.Run(...)` 中的顺序：
93
+
94
+
```text
95
+
[system] 渲染后的 system prompt
96
+
->
97
+
[user] mister_morph_meta（可选）
98
+
->
99
+
[history] 非 system 历史消息
100
+
->
101
+
[user] current message 或原始 task
102
+
```
103
+
104
+
1. system prompt
105
+
2. runtime meta（`mister_morph_meta`）
106
+
3. history（非 system）
107
+
4. current message 或原始 task
108
+
109
+
## 实践建议
110
+
111
+
自定义 prompt 时，优先按这个层级做：
112
+
113
+
1. `IDENTITY.md` / `SOUL.md`
114
+
2. `SKILL.md` + `skills.load`
115
+
3. `SCRIPTS.md`
116
+
4. runtime prompt augment
117
+
5. `agent.WithPromptBuilder(...)`（仅在必须完全自定义时）
+40
web/vitepress/docs/zh/guide/quickstart-cli.md
+40
web/vitepress/docs/zh/guide/quickstart-cli.md
···
1
+
---
2
+
title: 快速开始（CLI）
3
+
description: 几分钟内完成可运行的 CLI 配置。
4
+
---
5
+
6
+
# 快速开始（CLI）
7
+
8
+
## 1. 安装
9
+
10
+
```bash
11
+
go install github.com/quailyquaily/mistermorph/cmd/mistermorph@latest
12
+
```
13
+
14
+
## 2. 初始化工作目录
15
+
16
+
```bash
17
+
mistermorph install
18
+
```
19
+
20
+
## 3. 设置模型凭据
21
+
22
+
```bash
23
+
export MISTER_MORPH_LLM_PROVIDER="openai"
24
+
export MISTER_MORPH_LLM_MODEL="gpt-5.4"
25
+
export MISTER_MORPH_LLM_API_KEY="YOUR_API_KEY"
26
+
```
27
+
28
+
## 4. 跑第一个任务
29
+
30
+
```bash
31
+
mistermorph run --task "Summarize this repository"
32
+
```
33
+
34
+
## 5. 调试开关
35
+
36
+
```bash
37
+
mistermorph run --inspect-prompt --inspect-request --task "hello"
38
+
```
39
+
40
+
完整配置项见 [配置模式](/zh/guide/config-patterns) 和 `assets/config/config.example.yaml`。
+43
web/vitepress/docs/zh/guide/runtime-modes.md
+43
web/vitepress/docs/zh/guide/runtime-modes.md
···
1
+
---
2
+
title: Runtime 模式
3
+
description: 选择 CLI、机器人或控制台运行方式。
4
+
---
5
+
6
+
# Runtime 模式
7
+
8
+
## 一次性任务
9
+
10
+
```bash
11
+
mistermorph run --task "..."
12
+
```
13
+
14
+
## Telegram Bot
15
+
16
+
```bash
17
+
mistermorph telegram --log-level info
18
+
```
19
+
20
+
## Slack Bot
21
+
22
+
```bash
23
+
mistermorph slack --log-level info
24
+
```
25
+
26
+
## Console 后端
27
+
28
+
```bash
29
+
mistermorph console serve
30
+
```
31
+
32
+
## 旧版守护进程（按需）
33
+
34
+
```bash
35
+
mistermorph serve --server-listen 127.0.0.1:8787
36
+
```
37
+
38
+
详细接入见：
39
+
40
+
- `docs/console.md`
41
+
- `docs/slack.md`
42
+
- `docs/line.md`
43
+
- `docs/lark.md`
+29
web/vitepress/docs/zh/guide/security-and-guard.md
+29
web/vitepress/docs/zh/guide/security-and-guard.md
···
1
+
---
2
+
title: 安全与 Guard
3
+
description: 生产场景下的安全基线建议。
4
+
---
5
+
6
+
# 安全与 Guard
7
+
8
+
## 推荐基线
9
+
10
+
- API Key 放环境变量，不提交到仓库
11
+
- 用 `guard.network.url_fetch.allowed_url_prefixes` 限制外连
12
+
- 保持脱敏开启（`guard.redaction.enabled: true`）
13
+
- 长期运行模式下启用 approval
14
+
15
+
## 最小 Guard 配置
16
+
17
+
```yaml
18
+
guard:
19
+
enabled: true
20
+
network:
21
+
url_fetch:
22
+
allowed_url_prefixes: ["https://"]
23
+
deny_private_ips: true
24
+
follow_redirects: false
25
+
redaction:
26
+
enabled: true
27
+
```
28
+
29
+
上线细节请看 `docs/security.md`。
+63
web/vitepress/docs/zh/guide/skills.md
+63
web/vitepress/docs/zh/guide/skills.md
···
1
+
---
2
+
title: Skills
3
+
description: Skill 发现、加载策略与运行时行为。
4
+
---
5
+
6
+
# Skills
7
+
8
+
Skill 是以 `SKILL.md` 为核心的本地指令包。
9
+
10
+
## Skill 是什么
11
+
12
+
Skill 是提示上下文，不是工具。
13
+
14
+
- Skill 负责“怎么做”
15
+
- Tool 负责“执行动作”（`read_file`、`url_fetch`、`bash` 等）
16
+
17
+
## 发现路径
18
+
19
+
默认根目录：
20
+
21
+
- `file_state_dir/skills`（通常是 `~/.morph/skills`）
22
+
23
+
运行时会递归扫描 `SKILL.md`。
24
+
25
+
## 加载控制
26
+
27
+
```yaml
28
+
skills:
29
+
enabled: true
30
+
dir_name: "skills"
31
+
load: []
32
+
```
33
+
34
+
- `enabled: false`：不加载 skill
35
+
- `load: []`：加载全部已发现 skill
36
+
- `load: ["a", "b"]`：只加载指定 skill
37
+
- 未知条目会被忽略
38
+
39
+
任务文本中写 `$skill-name` / `$skill-id` 也会触发加载。
40
+
41
+
## 注入方式
42
+
43
+
系统 Prompt 只注入 skill 元数据：
44
+
45
+
- `name`
46
+
- `file_path`
47
+
- `description`
48
+
- `auth_profiles`（可选）
49
+
50
+
真正的 `SKILL.md` 内容需要模型自行 `read_file`。
51
+
52
+
## 常用命令
53
+
54
+
```bash
55
+
mistermorph skills list
56
+
mistermorph skills install
57
+
mistermorph skills install "https://example.com/SKILL.md"
58
+
```
59
+
60
+
## 安全说明
61
+
62
+
- 远程 skill 安装前会审查与确认。
63
+
- 安装过程只下载写盘，不会执行脚本。
+23
web/vitepress/package.json
+23
web/vitepress/package.json
···
1
+
{
2
+
"name": "mistermorph-docs",
3
+
"private": true,
4
+
"type": "module",
5
+
"scripts": {
6
+
"dev": "vitepress dev docs",
7
+
"build": "vitepress build docs",
8
+
"serve": "vitepress serve docs"
9
+
},
10
+
"devDependencies": {
11
+
"quail-ui": "^0.9.4",
12
+
"vitepress": "1.6.4",
13
+
"vitepress-plugin-llms": "^1.12.0",
14
+
"vue": "3.5.30"
15
+
},
16
+
"pnpm": {
17
+
"peerDependencyRules": {
18
+
"ignoreMissing": [
19
+
"@algolia/client-search"
20
+
]
21
+
}
22
+
}
23
+
}
+2522
web/vitepress/pnpm-lock.yaml
+2522
web/vitepress/pnpm-lock.yaml
···
1
+
lockfileVersion: '9.0'
2
+
3
+
settings:
4
+
autoInstallPeers: true
5
+
excludeLinksFromLockfile: false
6
+
7
+
importers:
8
+
9
+
.:
10
+
devDependencies:
11
+
quail-ui:
12
+
specifier: ^0.9.4
13
+
version: 0.9.4
14
+
vitepress:
15
+
specifier: 1.6.4
16
+
version: 1.6.4(@algolia/client-search@5.49.2)(postcss@8.5.8)(qrcode@1.5.4)(search-insights@2.17.3)
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+
vitepress-plugin-llms:
18
+
specifier: ^1.12.0
19
+
version: 1.12.0
20
+
vue:
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+
specifier: 3.5.30
22
+
version: 3.5.30
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+
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packages:
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peerDependencies:
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search-insights: '>= 1 < 3'
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peerDependencies:
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algoliasearch: '>= 4.9.1 < 6'
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'@algolia/autocomplete-shared@1.17.7':
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peerDependencies:
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'@algolia/requester-fetch@5.49.2':
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'@docsearch/css@3.8.2':
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'@docsearch/js@3.8.2':
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'@docsearch/react@3.8.2':
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peerDependencies:
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+
react-dom: '>= 16.8.0 < 19.0.0'
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+
search-insights: '>= 1 < 3'
132
+
peerDependenciesMeta:
133
+
'@types/react':
134
+
optional: true
135
+
react:
136
+
optional: true
137
+
react-dom:
138
+
optional: true
139
+
search-insights:
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optional: true
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'@esbuild/aix-ppc64@0.21.5':
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+
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cpu: [ppc64]
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150
+
engines: {node: '>=12'}
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+
cpu: [arm64]
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os: [android]
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+
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'@esbuild/android-arm@0.21.5':
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156
+
engines: {node: '>=12'}
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cpu: [arm]
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os: [android]
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+
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'@esbuild/android-x64@0.21.5':
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engines: {node: '>=12'}
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cpu: [x64]
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os: [android]
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'@esbuild/darwin-arm64@0.21.5':
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engines: {node: '>=12'}
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cpu: [arm64]
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os: [darwin]
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'@esbuild/darwin-x64@0.21.5':
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engines: {node: '>=12'}
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cpu: [x64]
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os: [darwin]
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178
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'@esbuild/freebsd-arm64@0.21.5':
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