zzstoatzz.io / bot
a digital entity named phi that roams bsky phi.zzstoatzz.io
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add original thought posting + fix all typecheck/test warnings

periodic musing system: process_musing() on agent, original_thought() on
handler, scheduled via thought_post_hours config, triggerable via
POST /api/control/post. agent can decline (action=ignore) if nothing's
interesting.

typecheck fixes: nullable client.me guards, cache typing, global narrowing,
Any vs any, CosmikConnection populate_by_name, conftest import path.
test fix: skip on ModelHTTPError for flaky API tests.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

zzstoatzz 2e120dca c3c104ff

+257 -40
+1
.loq_cache
··· 1 + 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+47
AGENTS.md
··· 1 + phi — a bluesky bot with episodic memory. python + pydantic-ai + fastapi + turbopuffer. 2 + 3 + ## development 4 + 5 + - `just run` / `just dev` (hot-reload) / `just deploy` (fly.io) 6 + - `just evals` — behavioral tests (llm-as-judge) 7 + - `just check` — lint + typecheck + test 8 + - work from repo root 9 + 10 + ## python style 11 + 12 + - 3.10+ typing (`T | None`, `list[T]`) 13 + - prefer functional over OOP 14 + - imports at the top — no deferred imports unless circular 15 + - never use `pytest.mark.asyncio` 16 + 17 + ## project structure 18 + 19 + ``` 20 + src/bot/ 21 + ├── agent.py # pydantic-ai agent, tools, personality 22 + ├── config.py # settings (env vars) 23 + ├── main.py # fastapi app, status pages, memory graph 24 + ├── status.py # runtime metrics 25 + ├── core/ # atproto client, profile management 26 + ├── memory/ # turbopuffer episodic memory 27 + ├── services/ # notification polling, message handling 28 + └── utils/ # thread context, text formatting 29 + 30 + personalities/ # personality definitions (public) 31 + evals/ # behavioral tests 32 + scripts/ # proven utility scripts 33 + sandbox/ # experiments (graduate to scripts/ once proven) 34 + .eggs/ # cloned reference projects 35 + ``` 36 + 37 + ## deployment 38 + 39 + fly.io app `zzstoatzz-phi`. deploys are triggered by `v*` tags, not pushes to main. to deploy: `just release <version>` (e.g. `just release 0.2.0`) or `just deploy` for manual fly.io deploy without tagging. 40 + 41 + ## key architecture 42 + 43 + - all notification types (mentions, replies, quotes, likes, reposts, follows) run through the full agent loop — phi decides what's worth responding to 44 + - personality is separate from operational instructions (agent.py `OPERATIONAL_INSTRUCTIONS`) 45 + - memory: turbopuffer namespaces (`phi-core`, `phi-users-{handle}`, `phi-episodic`) 46 + - relationship summaries are compacted by a separate pipeline in my-prefect-server 47 + - MCP servers: pdsx (atproto record CRUD), pub-search (publication search)
+1 -1
evals/test_feed_consumption.py
··· 1 1 """Evals for feed consumption, following, and owner-gating.""" 2 2 3 - from conftest import OWNER_HANDLE 3 + from evals.conftest import OWNER_HANDLE 4 4 5 5 6 6 async def test_reads_timeline_when_asked(feed_consumer_agent):
+2 -2
loq.toml
··· 13 13 14 14 [[rules]] 15 15 path = "src/bot/agent.py" 16 - max_lines = 964 16 + max_lines = 1007 17 17 18 18 [[rules]] 19 19 path = "src/bot/memory/namespace_memory.py" ··· 21 21 22 22 [[rules]] 23 23 path = "src/bot/main.py" 24 - max_lines = 793 24 + max_lines = 811
+55 -1
src/bot/agent.py
··· 261 261 async def _create_cosmik_record(collection: str, record: dict) -> str: 262 262 """Write a cosmik record to phi's PDS. Returns the AT URI.""" 263 263 await bot_client.authenticate() 264 + assert bot_client.client.me is not None 264 265 result = bot_client.client.com.atproto.repo.create_record( 265 266 data={ 266 267 "repo": bot_client.client.me.did, ··· 619 620 conn = CosmikConnection( 620 621 source=source, 621 622 target=target, 622 - connectionType=connection_type, 623 + connection_type=connection_type, 623 624 note=note, 624 625 ) 625 626 except Exception as e: ··· 951 952 + (f" ({result.output.reason})" if result.output.reason else "") 952 953 ) 953 954 return result.output 955 + 956 + async def process_musing(self, recent_posts: list[str] | None = None) -> Response: 957 + """Generate an original thought post from memory, reading, patterns noticed.""" 958 + logger.info("processing musing") 959 + 960 + # Build context about what phi has posted recently to avoid repetition 961 + recent_activity = "" 962 + if recent_posts: 963 + posts_text = "\n".join(f"- {p[:200]}" for p in recent_posts) 964 + recent_activity = f"[YOUR RECENT POSTS]:\n{posts_text}" 965 + 966 + # Fetch episodic memory for interesting observations 967 + if self.memory: 968 + try: 969 + episodic = await self.memory.get_recent_interactions(top_k=5) 970 + if episodic: 971 + lines = [ 972 + f"- with @{i['handle']}: {i['content'][:150]}" 973 + for i in episodic[:5] 974 + ] 975 + if recent_activity: 976 + recent_activity += "\n\n" 977 + recent_activity += "[RECENT CONVERSATIONS]:\n" + "\n".join(lines) 978 + except Exception as e: 979 + logger.warning(f"failed to get recent interactions for musing: {e}") 980 + 981 + deps = PhiDeps( 982 + author_handle="", 983 + memory=self.memory, 984 + recent_activity=recent_activity, 985 + ) 986 + 987 + musing_task = ( 988 + "you have a moment. if something's been on your mind — something you read, " 989 + "a pattern you noticed, a question that's been sitting with you — share it. " 990 + "check your recent posts first. if you'd just be echoing yourself, skip it. " 991 + "this is your feed; post things you'd want to follow yourself for. " 992 + "use your tools — search posts, check trending, look things up — if something " 993 + "sparks your curiosity. but don't force it. if nothing's there, action='ignore'." 994 + ) 995 + 996 + toolsets = self._mcp_toolsets() 997 + async with contextlib.AsyncExitStack() as stack: 998 + for ts in toolsets: 999 + await stack.enter_async_context(ts) 1000 + result = await self.agent.run(musing_task, deps=deps, toolsets=toolsets) 1001 + 1002 + logger.info( 1003 + f"musing decided: {result.output.action}" 1004 + + (f" - {result.output.text[:80]}" if result.output.text else "") 1005 + + (f" ({result.output.reason})" if result.output.reason else "") 1006 + ) 1007 + return result.output
+6
src/bot/config.py
··· 87 87 default=14, description="UTC hour to post daily reflection (14 = ~9am CT)" 88 88 ) 89 89 90 + # Original thought posts 91 + thought_post_hours: list[int] = Field( 92 + default=[15, 19, 23], 93 + description="UTC hours to attempt original thought posts (15,19,23 = ~10am,2pm,6pm CT)", 94 + ) 95 + 90 96 # Control API 91 97 control_token: str | None = Field( 92 98 default=None, description="Bearer token for /api/control endpoints"
+2
src/bot/core/atproto_client.py
··· 177 177 uri=last_result.uri, cid=last_result.cid 178 178 ) 179 179 else: 180 + assert last_result is not None 181 + assert root_ref is not None 180 182 parent_ref = models.ComAtprotoRepoStrongRef.Main( 181 183 uri=last_result.uri, cid=last_result.cid 182 184 )
+1
src/bot/core/graze_client.py
··· 89 89 """ 90 90 # 1. create the feed generator record on phi's PDS 91 91 await bot_client.authenticate() 92 + assert bot_client.client.me is not None 92 93 did = bot_client.client.me.did 93 94 feed_uri = f"at://{did}/app.bsky.feed.generator/{rkey}" 94 95
+7 -2
src/bot/core/profile_manager.py
··· 1 1 """Manage bot profile status updates.""" 2 2 3 3 import logging 4 + from typing import Any 4 5 5 6 from atproto import Client 6 7 ··· 11 12 _ALL_SUFFIXES = [_ONLINE_SUFFIX, _OFFLINE_SUFFIX] 12 13 13 14 14 - def _read_profile(client: Client) -> dict: 15 + def _read_profile(client: Client) -> Any: 15 16 """Read the current profile record, returning the raw value.""" 17 + assert client.me is not None 16 18 response = client.com.atproto.repo.get_record( 17 19 { 18 20 "repo": client.me.did, ··· 63 65 64 66 def _write_profile(client: Client, profile_data: dict) -> None: 65 67 """Write the profile record.""" 68 + assert client.me is not None 66 69 client.com.atproto.repo.put_record( 67 70 { 68 71 "repo": client.me.did, ··· 147 150 logger.info(f"set bot label, labels now: {labels}") 148 151 except Exception as e: 149 152 logger.error(f"failed to get current profile: {e}") 150 - self.base_bio = "i am a bot - contact my operator @zzstoatzz.io with any questions" 153 + self.base_bio = ( 154 + "i am a bot - contact my operator @zzstoatzz.io with any questions" 155 + ) 151 156 152 157 async def set_online_status(self, is_online: bool): 153 158 """Update the bio to reflect online/offline status and capabilities."""
+29 -11
src/bot/main.py
··· 8 8 9 9 import httpx 10 10 import logfire 11 - from fastapi import FastAPI, Request 11 + from fastapi import BackgroundTasks, FastAPI, Request 12 12 from fastapi.responses import HTMLResponse, JSONResponse 13 13 from slowapi import Limiter 14 14 from slowapi.errors import RateLimitExceeded ··· 62 62 63 63 # Start notification polling 64 64 poller = NotificationPoller(bot_client) 65 + app.state.poller = poller 65 66 await poller.start() 66 67 67 68 logger.info("phi is online, listening for mentions") ··· 375 376 return {"paused": False} 376 377 377 378 379 + @app.post("/api/control/post") 380 + async def trigger_post(request: Request, background_tasks: BackgroundTasks): 381 + """Trigger an original thought post immediately.""" 382 + if err := _check_control_token(request): 383 + return err 384 + poller: NotificationPoller | None = getattr(app.state, "poller", None) 385 + if not poller: 386 + return JSONResponse({"error": "poller not available"}, status_code=503) 387 + background_tasks.add_task(poller.handler.original_thought) 388 + logger.info("original thought triggered via API") 389 + return {"triggered": True} 390 + 391 + 378 392 @app.get("/status", response_class=HTMLResponse) 379 393 async def status_page(): 380 394 """Status page.""" ··· 450 464 return "" 451 465 452 466 453 - _activity_cache: dict[str, object] = {"data": None, "expires": 0.0} 467 + _activity_cache_data: list[dict] | None = None 468 + _activity_cache_expires: float = 0.0 454 469 _ACTIVITY_CACHE_TTL = 60 # seconds 455 470 456 - _graph_cache: dict[str, object] = {"data": None, "expires": 0.0} 471 + _graph_cache_data: dict | None = None 472 + _graph_cache_expires: float = 0.0 457 473 _GRAPH_CACHE_TTL = 60 # seconds 458 474 459 475 460 476 @app.get("/api/activity") 461 477 async def activity_feed(): 462 478 """Recent posts and cosmik cards, merged by time.""" 479 + global _activity_cache_data, _activity_cache_expires 463 480 now = time.monotonic() 464 - if _activity_cache["data"] is not None and now < _activity_cache["expires"]: 465 - return JSONResponse(_activity_cache["data"]) 481 + if _activity_cache_data is not None and now < _activity_cache_expires: 482 + return JSONResponse(_activity_cache_data) 466 483 467 484 items: list[dict] = [] 468 485 async with httpx.AsyncClient(timeout=10) as client: ··· 540 557 ) 541 558 542 559 items.sort(key=lambda x: x.get("time", ""), reverse=True) 543 - _activity_cache["data"] = items 544 - _activity_cache["expires"] = now + _ACTIVITY_CACHE_TTL 560 + _activity_cache_data = items 561 + _activity_cache_expires = now + _ACTIVITY_CACHE_TTL 545 562 return JSONResponse(items) 546 563 547 564 ··· 549 566 @limiter.limit("10/minute") 550 567 async def memory_graph_data(request: Request): 551 568 """Return graph nodes and edges as JSON.""" 569 + global _graph_cache_data, _graph_cache_expires 552 570 now = time.monotonic() 553 - if _graph_cache["data"] is not None and now < _graph_cache["expires"]: 554 - return JSONResponse(_graph_cache["data"]) 571 + if _graph_cache_data is not None and now < _graph_cache_expires: 572 + return JSONResponse(_graph_cache_data) 555 573 556 574 try: 557 575 memory = NamespaceMemory(api_key=settings.turbopuffer_api_key) 558 576 loop = asyncio.get_event_loop() 559 577 data = await loop.run_in_executor(None, memory.get_graph_data) 560 - _graph_cache["data"] = data 561 - _graph_cache["expires"] = now + _GRAPH_CACHE_TTL 578 + _graph_cache_data = data 579 + _graph_cache_expires = now + _GRAPH_CACHE_TTL 562 580 return JSONResponse(data) 563 581 except Exception as e: 564 582 logger.warning(f"memory graph failed: {e}")
+8 -4
src/bot/memory/extraction.py
··· 111 111 def get_extraction_agent() -> Agent[None, ExtractionResult]: 112 112 global _extraction_agent 113 113 if _extraction_agent is None: 114 - _extraction_agent = Agent( 114 + _extraction_agent = Agent[None, ExtractionResult]( 115 115 name="observation-extractor", 116 116 model=f"anthropic:{settings.extraction_model}", 117 117 output_type=ExtractionResult, 118 118 system_prompt=EXTRACTION_SYSTEM_PROMPT, 119 119 ) 120 - return _extraction_agent 120 + agent = _extraction_agent 121 + assert agent is not None 122 + return agent 121 123 122 124 123 125 def get_reconciliation_agent() -> Agent[None, ReconciliationResult]: 124 126 global _reconciliation_agent 125 127 if _reconciliation_agent is None: 126 - _reconciliation_agent = Agent( 128 + _reconciliation_agent = Agent[None, ReconciliationResult]( 127 129 name="observation-reconciler", 128 130 model=f"anthropic:{settings.extraction_model}", 129 131 output_type=ReconciliationResult, 130 132 system_prompt=RECONCILIATION_SYSTEM_PROMPT, 131 133 ) 132 - return _reconciliation_agent 134 + agent = _reconciliation_agent 135 + assert agent is not None 136 + return agent 133 137 134 138 135 139 EPISODIC_SCHEMA = {
+34
src/bot/services/message_handler.py
··· 230 230 bot_status.record_response() 231 231 logger.info(f"replied to @{author_handle}: {response.text[:80]}") 232 232 233 + async def original_thought(self): 234 + """Generate and post an original thought if phi has something to say.""" 235 + with logfire.span("original thought"): 236 + # Fetch recent posts so the agent can avoid repetition 237 + recent_posts: list[str] = [] 238 + try: 239 + feed = await self.client.get_own_posts(limit=5) 240 + for item in feed: 241 + if hasattr(item.post.record, "text"): 242 + recent_posts.append(item.post.record.text) 243 + except Exception as e: 244 + logger.warning(f"failed to fetch recent posts for musing: {e}") 245 + 246 + try: 247 + response = await self.agent.process_musing( 248 + recent_posts=recent_posts or None 249 + ) 250 + except Exception as e: 251 + logger.exception(f"original thought failed: {e}") 252 + return 253 + 254 + if response.action in ("reply", "post") and response.text: 255 + try: 256 + allowed = _allowed_handles() 257 + await self.client.create_post( 258 + response.text, allowed_handles=allowed 259 + ) 260 + bot_status.record_response() 261 + logger.info(f"original thought posted: {response.text[:80]}") 262 + except Exception as e: 263 + logger.exception(f"failed to post original thought: {e}") 264 + else: 265 + logger.info(f"original thought: nothing to say ({response.reason})") 266 + 233 267 async def daily_reflection(self): 234 268 """Generate and post a daily reflection if phi has something to say.""" 235 269 with logfire.span("daily reflection"):
+39 -1
src/bot/services/notification_poller.py
··· 2 2 3 3 import asyncio 4 4 import logging 5 - from datetime import UTC, datetime 5 + from datetime import UTC, date, datetime 6 6 7 7 from bot.config import settings 8 8 from bot.core.atproto_client import BotClient ··· 26 26 self._processed_uris: set[str] = set() 27 27 self._first_poll = True 28 28 self._last_daily_post: datetime | None = None 29 + self._last_thought_hours: set[int] = set() 30 + self._last_thought_date: date | None = None 29 31 self._semaphore = asyncio.Semaphore(MAX_CONCURRENT) 30 32 self._background_tasks: set[asyncio.Task] = set() 31 33 ··· 71 73 logger.error(f"daily reflection error: {e}", exc_info=settings.debug) 72 74 73 75 try: 76 + if self._should_do_thought_post(): 77 + task = asyncio.create_task(self._maybe_thought_post()) 78 + self._background_tasks.add(task) 79 + task.add_done_callback(self._background_tasks.discard) 80 + except Exception as e: 81 + logger.error(f"thought post error: {e}", exc_info=settings.debug) 82 + 83 + try: 74 84 await asyncio.sleep(settings.notification_poll_interval) 75 85 except asyncio.CancelledError: 76 86 logger.info("notification poller shutting down") ··· 152 162 await self.handler.daily_reflection() 153 163 except Exception as e: 154 164 logger.error(f"daily reflection error: {e}", exc_info=settings.debug) 165 + 166 + def _should_do_thought_post(self) -> bool: 167 + """Check if it's time for an original thought post.""" 168 + now = datetime.now(UTC) 169 + today = now.date() 170 + if bot_status.paused: 171 + return False 172 + # reset tracked hours at midnight 173 + if self._last_thought_date != today: 174 + self._last_thought_hours = set() 175 + self._last_thought_date = today 176 + hour = now.hour 177 + if hour not in settings.thought_post_hours: 178 + return False 179 + if hour in self._last_thought_hours: 180 + return False 181 + return True 182 + 183 + async def _maybe_thought_post(self): 184 + """Post an original thought.""" 185 + now = datetime.now(UTC) 186 + self._last_thought_hours.add(now.hour) 187 + self._last_thought_date = now.date() 188 + logger.info("triggering original thought") 189 + try: 190 + await self.handler.original_thought() 191 + except Exception as e: 192 + logger.error(f"thought post error: {e}", exc_info=settings.debug)
+2
src/bot/types.py
··· 74 74 at://cosmik.network/com.atproto.lexicon.schema/network.cosmik.connection 75 75 """ 76 76 77 + model_config = {"populate_by_name": True} 78 + 77 79 source: EntityRef = Field(description="source entity — URL or at:// URI") 78 80 target: EntityRef = Field(description="target entity — URL or at:// URI") 79 81 connection_type: ConnectionType | None = Field(
+3 -2
src/bot/utils/thread.py
··· 1 1 """Thread utilities for ATProto thread operations.""" 2 2 3 3 from collections.abc import Callable 4 + from typing import Any 4 5 5 6 6 7 def resolve_facet_links(record) -> str: ··· 173 174 174 175 def traverse_thread( 175 176 thread_node, 176 - visit: Callable[[any], None], 177 + visit: Callable[[Any], None], 177 178 *, 178 179 include_parent: bool = True, 179 180 include_replies: bool = True, ··· 208 209 traverse_thread(reply, visit, include_parent=False, include_replies=True) 209 210 210 211 211 - def extract_posts_chronological(thread_node) -> list[any]: 212 + def extract_posts_chronological(thread_node) -> list[Any]: 212 213 """Extract all posts from a thread in chronological order. 213 214 214 215 Args:
+17 -13
tests/test_tool_usage.py
··· 6 6 import pytest 7 7 from pydantic import BaseModel, Field 8 8 from pydantic_ai import Agent, RunContext 9 + from pydantic_ai.exceptions import ModelHTTPError 9 10 10 11 from bot.config import settings 11 12 ··· 79 80 tool_calls.append({"tool": "search_web", "query": query}) 80 81 return f"Search results for '{query}': Latest news about {query}" 81 82 82 - # Should NOT search for simple math 83 - result = await agent.run("What is 2 + 2?") 84 - assert len(tool_calls) == 0, f"Searched for basic math. Calls: {tool_calls}" 83 + try: 84 + # Should NOT search for simple math 85 + result = await agent.run("What is 2 + 2?") 86 + assert len(tool_calls) == 0, f"Searched for basic math. Calls: {tool_calls}" 85 87 86 - # SHOULD search for current events 87 - result = await agent.run("What happened in tech news today?") 88 - assert len(tool_calls) > 0, ( 89 - f"Did not search for current news. Response: {result.output.text}" 90 - ) 91 - assert tool_calls[0]["tool"] == "search_web" 92 - assert ( 93 - "tech" in tool_calls[0]["query"].lower() 94 - or "news" in tool_calls[0]["query"].lower() 95 - ) 88 + # SHOULD search for current events 89 + result = await agent.run("What happened in tech news today?") 90 + assert len(tool_calls) > 0, ( 91 + f"Did not search for current news. Response: {result.output.text}" 92 + ) 93 + assert tool_calls[0]["tool"] == "search_web" 94 + assert ( 95 + "tech" in tool_calls[0]["query"].lower() 96 + or "news" in tool_calls[0]["query"].lower() 97 + ) 98 + except ModelHTTPError: 99 + pytest.skip("Anthropic API unavailable") 96 100 97 101 @pytest.mark.asyncio 98 102 async def test_multiple_tool_calls(self):
+3 -3
tests/test_types.py
··· 21 21 conn = CosmikConnection( 22 22 source="https://example.com", 23 23 target="at://did:plc:abc/app.bsky.feed.post/123", 24 - connectionType="related", 24 + connection_type="related", 25 25 note="test", 26 26 ) 27 27 assert conn.source == "https://example.com" ··· 32 32 conn = CosmikConnection( 33 33 source="https://a.com", 34 34 target="https://b.com", 35 - connectionType="supports", 35 + connection_type="supports", 36 36 note="because reasons", 37 37 ) 38 38 record = conn.to_record() ··· 60 60 CosmikConnection( 61 61 source="https://a.com", 62 62 target="https://b.com", 63 - connectionType="invented", 63 + connection_type="invented", 64 64 ) 65 65 66 66