a digital entity named phi that roams bsky
phi.zzstoatzz.io
concurrent notifications, activity feed polish, PCA memory layout
- notification_poller: dispatch notifications as background tasks with
semaphore(3), mark as read immediately, non-blocking daily post
- agent: make save_url title required so activity feed always has labels
- main: activity feed icons, domain display, titles, linkified URLs,
batched avatar fetches (chunks of 25)
- namespace_memory: replace random projection with PCA (numpy SVD) for
2D memory graph layout
- trim logfire extras, add numpy dep
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
+227
-76
+2
-2
loq.toml
+2
-2
loq.toml
+2
-1
pyproject.toml
+2
-1
pyproject.toml
+3
-2
src/bot/agent.py
+3
-2
src/bot/agent.py
···
425
425
async def save_url(
426
426
ctx: RunContext[PhiDeps],
427
427
url: str,
428
-
title: str | None = None,
428
+
title: str,
429
429
description: str | None = None,
430
430
) -> str:
431
-
"""Save a URL as a cosmik card on your PDS. Use when you find something worth bookmarking publicly."""
431
+
"""Save a URL as a cosmik card on your PDS. Use when you find something worth bookmarking publicly.
432
+
Always provide a concise, descriptive title — this is what appears in the activity feed."""
432
433
try:
433
434
card = CosmikUrlCard(
434
435
content=UrlContent(url=url, title=title, description=description)
+91
-24
src/bot/main.py
+91
-24
src/bot/main.py
···
203
203
.card-post {{ border-left-color: #58a6ff; }}
204
204
.card-note {{ border-left-color: #a371f7; }}
205
205
.card-url {{ border-left-color: #2ea043; }}
206
+
.card-header {{
207
+
display: flex; align-items: center; gap: 6px;
208
+
margin-bottom: 6px;
209
+
}}
210
+
.card-icon {{ flex-shrink: 0; }}
211
+
.card-icon svg {{ display: block; }}
206
212
.card-type {{
207
213
font-size: 11px; text-transform: uppercase; letter-spacing: 0.5px;
208
-
margin-bottom: 6px; font-weight: 500;
214
+
font-weight: 500;
209
215
}}
210
216
.type-post {{ color: #58a6ff; }}
211
217
.type-note {{ color: #a371f7; }}
212
218
.type-url {{ color: #2ea043; }}
219
+
.card-title {{ font-size: 14px; font-weight: 500; color: #c9d1d9; margin-bottom: 4px; }}
213
220
.card-text {{ font-size: 14px; line-height: 1.5; margin-bottom: 8px; word-break: break-word; }}
221
+
.card-text a {{ color: #58a6ff; text-decoration: none; }}
222
+
.card-text a:hover {{ text-decoration: underline; }}
223
+
.card-domain {{
224
+
font-size: 12px; color: #8b949e; margin-bottom: 6px;
225
+
display: flex; align-items: center; gap: 4px;
226
+
}}
227
+
.card-domain a {{ color: #8b949e; }}
228
+
.card-domain a:hover {{ color: #c9d1d9; }}
214
229
.card-meta {{ font-size: 12px; color: #484f58; }}
215
230
.card-meta a {{ color: #484f58; }}
216
231
.card-meta a:hover {{ color: #8b949e; }}
···
251
266
return Math.floor(s / 86400) + 'd ago';
252
267
}}
253
268
function truncate(s, n) {{ return s.length > n ? s.slice(0, n) + '...' : s; }}
269
+
function linkify(text) {{
270
+
return text.replace(/(https?:\/\/[^\s<>"{{}}|\\^`\[\]]+)/g,
271
+
'<a href="$1" target="_blank" rel="noopener">$1</a>');
272
+
}}
273
+
function getDomain(url) {{
274
+
try {{ return new URL(url).hostname.replace(/^www\./, ''); }}
275
+
catch {{ return ''; }}
276
+
}}
277
+
const icons = {{
278
+
post: `<svg width="14" height="14" viewBox="0 0 600 530" fill="#58a6ff">
279
+
<path d="M135.72 44.03C202.22 93.87 284.5 149.63 300 163.14c15.5-13.51 97.78-69.27 164.28-119.11C528.23-2.96 600-21.03 600 66.94c0 17.58-10.06 147.67-15.96 168.71-20.48 73.22-95.26 91.94-163.03 80.59 118.4 20.18 148.52 86.98 83.52 153.79C395 580.88 300 538.04 300 538.04s-95-42.84-204.53 67.97C30.47 418.22 60.59 351.42 178.99 331.24c-67.77 11.35-142.55-7.37-163.03-80.59C10.06 229.61 0 99.52 0 81.94c0-87.97 71.77-69.9 135.72-37.91z"/>
280
+
</svg>`,
281
+
note: `<svg width="14" height="14" viewBox="0 0 16 16" fill="none" stroke="#a371f7" stroke-width="1.5">
282
+
<path d="M8 1l2.12 4.3 4.74.69-3.43 3.34.81 4.72L8 11.77l-4.24 2.23.81-4.72L1.14 5.94l4.74-.69L8 1z"/>
283
+
</svg>`,
284
+
url: `<svg width="14" height="14" viewBox="0 0 16 16" fill="none" stroke="#2ea043" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round">
285
+
<path d="M6.75 9.25a3.5 3.5 0 005-.5M9.25 6.75a3.5 3.5 0 00-5 .5M10 3.5l1-1a2.12 2.12 0 013 3l-1 1M6 12.5l-1 1a2.12 2.12 0 01-3-3l1-1"/>
286
+
</svg>`
287
+
}};
288
+
const labels = {{
289
+
post: 'bluesky',
290
+
note: 'semble note',
291
+
url: 'semble bookmark'
292
+
}};
293
+
function viewUrl(item) {{
294
+
if (item.url) return item.url;
295
+
if (item.uri && item.uri.startsWith('at://')) return 'https://pds.ls/' + item.uri;
296
+
return '';
297
+
}}
254
298
fetch('/api/activity')
255
299
.then(r => r.json())
256
300
.then(items => {{
257
301
const el = document.getElementById('feed');
258
302
document.getElementById('feed-loading').remove();
259
303
if (!items.length) {{ el.textContent = 'no recent activity'; return; }}
260
-
el.innerHTML = items.map(i => `
304
+
el.innerHTML = items.map(i => {{
305
+
const domain = i.url ? getDomain(i.url) : '';
306
+
const domainHtml = (i.type === 'url' && domain)
307
+
? `<div class="card-domain"><a href="${{i.url}}" target="_blank" rel="noopener">${{domain}}</a></div>`
308
+
: '';
309
+
const titleHtml = i.title ? `<div class="card-title">${{i.title}}</div>` : '';
310
+
const link = viewUrl(i);
311
+
return `
261
312
<div class="card card-${{i.type}}">
262
-
<div class="card-type type-${{i.type}}">${{i.type}}</div>
263
-
<div class="card-text">${{truncate(i.text || '', 200)}}</div>
313
+
<div class="card-header">
314
+
<span class="card-icon">${{icons[i.type] || ''}}</span>
315
+
<div class="card-type type-${{i.type}}">${{labels[i.type] || i.type}}</div>
316
+
</div>
317
+
${{domainHtml}}
318
+
${{titleHtml}}
319
+
<div class="card-text">${{linkify(truncate(i.text || '', 300))}}</div>
264
320
<div class="card-meta">
265
321
${{timeAgo(i.time)}}
266
-
${{i.url ? ` · <a href="${{i.url}}" target="_blank" rel="noopener">view</a>` : ''}}
322
+
${{link ? ` · <a href="${{link}}" target="_blank" rel="noopener">view</a>` : ''}}
267
323
</div>
268
-
</div>
269
-
`).join('');
324
+
</div>`;
325
+
}}).join('');
270
326
}})
271
327
.catch(() => {{
272
328
document.getElementById('feed-loading').textContent = 'failed to load activity';
···
450
506
card_type = value.get("type", "NOTE")
451
507
item_type = "url" if card_type == "URL" else "note"
452
508
content = value.get("content", {})
509
+
# metadata may be nested under content.metadata (semble lexicon)
510
+
meta = content.get("metadata", {}) if isinstance(content, dict) else {}
453
511
if item_type == "url":
454
-
text = (
455
-
content.get("title", "")
456
-
or content.get("description", "")
457
-
or content.get("url", "")
458
-
)
512
+
card_title = content.get("title", "") or meta.get("title", "")
513
+
desc = content.get("description", "") or meta.get("description", "")
514
+
# skip semble tag metadata ("discussed in context of: ...")
515
+
if desc and desc.startswith("discussed in context of:"):
516
+
desc = ""
517
+
# text is the description (or URL fallback), title is separate
518
+
text = desc or (content.get("url", "") if not card_title else "")
459
519
else:
520
+
card_title = (
521
+
content.get("title", "") if isinstance(content, dict) else ""
522
+
)
460
523
text = (
461
524
content.get("text", "")
462
525
if isinstance(content, dict)
···
469
532
{
470
533
"type": item_type,
471
534
"text": text,
535
+
"title": card_title or None,
472
536
"time": card_time,
473
537
"uri": rec.get("uri", ""),
474
538
"url": content.get("url") if item_type == "url" else None,
···
556
620
const radii = {{ phi: 14, user: 9, tag: 5, episodic: 7 }};
557
621
558
622
async function fetchAvatars(nodes) {{
559
-
// collect identity handles for phi + user nodes
560
623
const identities = nodes
561
624
.filter(d => d.type === 'phi' || d.type === 'user')
562
625
.map(d => {{
···
565
628
}})
566
629
.filter(h => h && !h.includes('example'));
567
630
if (!identities.length) return {{}};
568
-
const params = identities.map(h => 'actors=' + encodeURIComponent(h)).join('&');
569
-
try {{
570
-
const res = await fetch('https://typeahead.waow.tech/xrpc/app.bsky.actor.getProfiles?' + params);
571
-
if (!res.ok) return {{}};
572
-
const data = await res.json();
573
-
const map = {{}};
574
-
for (const p of data.profiles || []) {{
575
-
if (p.avatar) map[p.handle] = p.avatar;
576
-
}}
577
-
return map;
578
-
}} catch {{ return {{}}; }}
631
+
const map = {{}};
632
+
// batch into chunks of 25 (getProfiles limit)
633
+
for (let i = 0; i < identities.length; i += 25) {{
634
+
const chunk = identities.slice(i, i + 25);
635
+
const params = chunk.map(h => 'actors=' + encodeURIComponent(h)).join('&');
636
+
try {{
637
+
const res = await fetch('https://typeahead.waow.tech/xrpc/app.bsky.actor.getProfiles?' + params);
638
+
if (!res.ok) continue;
639
+
const data = await res.json();
640
+
for (const p of data.profiles || []) {{
641
+
if (p.avatar) map[p.handle] = p.avatar;
642
+
}}
643
+
}} catch {{ /* skip failed batch */ }}
644
+
}}
645
+
return map;
579
646
}}
580
647
581
648
fetch('/api/memory/graph')
+19
-29
src/bot/memory/namespace_memory.py
+19
-29
src/bot/memory/namespace_memory.py
···
3
3
import asyncio
4
4
import hashlib
5
5
import logging
6
-
import math
7
-
import random
8
6
from datetime import datetime
9
7
from typing import ClassVar
10
8
···
615
613
def _project_2d(
616
614
centroids: dict[str, list[float]],
617
615
) -> dict[str, tuple[float, float]]:
618
-
"""Project high-dimensional centroids to 2D via fixed random projection."""
619
-
if not centroids:
620
-
return {}
621
-
dim = len(next(iter(centroids.values())))
622
-
rng = random.Random(42)
623
-
axis_a = [rng.gauss(0, 1) for _ in range(dim)]
624
-
axis_b = [rng.gauss(0, 1) for _ in range(dim)]
625
-
# normalize axes
626
-
norm_a = math.sqrt(sum(v * v for v in axis_a))
627
-
norm_b = math.sqrt(sum(v * v for v in axis_b))
628
-
axis_a = [v / norm_a for v in axis_a]
629
-
axis_b = [v / norm_b for v in axis_b]
616
+
"""Project high-dimensional centroids to 2D via PCA (top 2 principal components)."""
617
+
import numpy as np
630
618
631
-
raw: dict[str, tuple[float, float]] = {}
632
-
for nid, vec in centroids.items():
633
-
x = sum(a * b for a, b in zip(axis_a, vec))
634
-
y = sum(a * b for a, b in zip(axis_b, vec))
635
-
raw[nid] = (x, y)
619
+
if len(centroids) < 2:
620
+
return {nid: (0.0, 0.0) for nid in centroids}
636
621
637
-
if not raw:
638
-
return {}
639
-
xs = [p[0] for p in raw.values()]
640
-
ys = [p[1] for p in raw.values()]
641
-
x_min, x_max = min(xs), max(xs)
642
-
y_min, y_max = min(ys), max(ys)
643
-
x_span = x_max - x_min or 1.0
644
-
y_span = y_max - y_min or 1.0
622
+
ids = list(centroids.keys())
623
+
X = np.array([centroids[nid] for nid in ids])
624
+
X -= X.mean(axis=0)
625
+
626
+
# SVD on centered data — U[:, :2] * S[:2] gives the top-2 PC projections
627
+
U, S, _ = np.linalg.svd(X, full_matrices=False)
628
+
proj = U[:, :2] * S[:2]
629
+
630
+
# normalize to [-1, 1]
631
+
for col in range(2):
632
+
lo, hi = proj[:, col].min(), proj[:, col].max()
633
+
span = hi - lo or 1.0
634
+
proj[:, col] = 2 * (proj[:, col] - lo) / span - 1
635
+
645
636
return {
646
-
nid: (2 * (p[0] - x_min) / x_span - 1, 2 * (p[1] - y_min) / y_span - 1)
647
-
for nid, p in raw.items()
637
+
nid: (float(proj[i, 0]), float(proj[i, 1])) for i, nid in enumerate(ids)
648
638
}
649
639
650
640
def get_graph_data(self) -> dict:
+46
-17
src/bot/services/notification_poller.py
+46
-17
src/bot/services/notification_poller.py
···
12
12
logger = logging.getLogger("bot.poller")
13
13
14
14
15
+
MAX_CONCURRENT = 3
16
+
17
+
15
18
class NotificationPoller:
16
19
"""Polls for and processes Bluesky notifications."""
17
20
···
23
26
self._processed_uris: set[str] = set()
24
27
self._first_poll = True
25
28
self._last_daily_post: datetime | None = None
29
+
self._semaphore = asyncio.Semaphore(MAX_CONCURRENT)
30
+
self._background_tasks: set[asyncio.Task] = set()
26
31
27
32
async def start(self) -> asyncio.Task:
28
33
"""Start polling for notifications."""
···
32
37
return self._task
33
38
34
39
async def stop(self):
35
-
"""Stop polling."""
40
+
"""Stop polling and wait for in-flight handlers to finish."""
36
41
self._running = False
37
42
bot_status.polling_active = False
38
43
if self._task and not self._task.done():
···
41
46
await self._task
42
47
except asyncio.CancelledError:
43
48
pass
49
+
# wait for any in-flight notification handlers
50
+
if self._background_tasks:
51
+
await asyncio.gather(*self._background_tasks, return_exceptions=True)
44
52
45
53
async def _poll_loop(self):
46
54
"""Main polling loop."""
···
55
63
continue
56
64
57
65
try:
58
-
await self._maybe_daily_post()
66
+
if self._should_do_daily_post():
67
+
task = asyncio.create_task(self._maybe_daily_post())
68
+
self._background_tasks.add(task)
69
+
task.add_done_callback(self._background_tasks.discard)
59
70
except Exception as e:
60
71
logger.error(f"daily reflection error: {e}", exc_info=settings.debug)
61
72
···
90
101
logger.debug(f"paused, skipping {len(unread)} unread notifications")
91
102
return
92
103
93
-
processed_any = False
104
+
dispatched = 0
94
105
95
-
# Process notifications from oldest to newest
106
+
# Dispatch notifications as concurrent background tasks
96
107
for notification in reversed(notifications):
97
108
if notification.is_read or notification.uri in self._processed_uris:
98
109
continue
99
110
100
111
self._processed_uris.add(notification.uri)
101
-
await self.handler.handle_notification(notification)
102
-
processed_any = True
112
+
task = asyncio.create_task(self._handle_with_semaphore(notification))
113
+
self._background_tasks.add(task)
114
+
task.add_done_callback(self._background_tasks.discard)
115
+
dispatched += 1
103
116
104
-
# Mark all notifications as seen
105
-
if processed_any:
117
+
# Mark as read immediately — don't wait for processing
118
+
if dispatched:
106
119
await self.client.mark_notifications_seen(check_time)
107
-
logger.info("marked notifications as read")
120
+
logger.info(f"dispatched {dispatched} notifications, marked as read")
108
121
109
-
# Clean up old processed URIs to prevent memory growth
110
122
if len(self._processed_uris) > 1000:
111
123
self._processed_uris = set(list(self._processed_uris)[-500:])
112
124
113
-
async def _maybe_daily_post(self):
114
-
"""Post a daily reflection if it's past the target hour and we haven't posted today."""
125
+
async def _handle_with_semaphore(self, notification):
126
+
"""Handle a single notification with concurrency limiting."""
127
+
async with self._semaphore:
128
+
try:
129
+
await self.handler.handle_notification(notification)
130
+
except Exception as e:
131
+
logger.error(
132
+
f"notification handler error: {e}", exc_info=settings.debug
133
+
)
134
+
bot_status.record_error()
135
+
136
+
def _should_do_daily_post(self) -> bool:
137
+
"""Check if it's time for a daily reflection."""
115
138
now = datetime.now(UTC)
116
139
if now.hour < settings.daily_reflection_hour:
117
-
return
140
+
return False
118
141
if bot_status.paused:
119
-
return
142
+
return False
120
143
if self._last_daily_post and self._last_daily_post.date() == now.date():
121
-
return
144
+
return False
145
+
return True
122
146
147
+
async def _maybe_daily_post(self):
148
+
"""Post a daily reflection."""
149
+
self._last_daily_post = datetime.now(UTC)
123
150
logger.info("triggering daily reflection")
124
-
self._last_daily_post = now
125
-
await self.handler.daily_reflection()
151
+
try:
152
+
await self.handler.daily_reflection()
153
+
except Exception as e:
154
+
logger.error(f"daily reflection error: {e}", exc_info=settings.debug)
+64
-1
uv.lock
+64
-1
uv.lock
···
191
191
{ name = "fastapi" },
192
192
{ name = "fastmcp" },
193
193
{ name = "logfire", extra = ["fastapi"] },
194
+
{ name = "numpy" },
194
195
{ name = "openai" },
195
196
{ name = "pydantic-ai" },
196
197
{ name = "pydantic-settings" },
···
213
214
{ name = "atproto", git = "https://github.com/MarshalX/atproto.git?rev=refs%2Fpull%2F605%2Fhead" },
214
215
{ name = "fastapi" },
215
216
{ name = "fastmcp", specifier = ">=0.8.0" },
216
-
{ name = "logfire", extras = ["anthropic", "fastapi", "openai", "pydantic-ai"] },
217
+
{ name = "logfire", extras = ["fastapi"] },
218
+
{ name = "numpy", specifier = ">=2.4.4" },
217
219
{ name = "openai" },
218
220
{ name = "pydantic-ai" },
219
221
{ name = "pydantic-settings" },
···
1266
1268
{ url = "https://files.pythonhosted.org/packages/b6/d6/a9d2c808f2c489ad199723197419207ecbfbc1776f6e155e1ecea9c883aa/multidict-6.6.3-cp313-cp313t-win_amd64.whl", hash = "sha256:9f97e181f344a0ef3881b573d31de8542cc0dbc559ec68c8f8b5ce2c2e91646d", size = 53011, upload-time = "2025-06-30T15:53:11.038Z" },
1267
1269
{ url = "https://files.pythonhosted.org/packages/f2/40/b68001cba8188dd267590a111f9661b6256debc327137667e832bf5d66e8/multidict-6.6.3-cp313-cp313t-win_arm64.whl", hash = "sha256:ce8b7693da41a3c4fde5871c738a81490cea5496c671d74374c8ab889e1834fb", size = 45254, upload-time = "2025-06-30T15:53:12.421Z" },
1268
1270
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