Delete 16 dead tools (4,158 lines)

.skills/observing-atproto/SKILL.md

@@ -60,14 +60,14 @@ async def pulse(duration_seconds=15):
     }
 ```
 
-### Using tools/observer.py
+### Using tools/firehose.py
 
 ```bash
-# Quick pulse
-uv run python -m tools.observer pulse 30
+# Quick network sample
+uv run python -m tools.firehose sample 30
 
-# Detailed summary
-uv run python -m tools.observer summary 60
+# Network analysis
+uv run python -m tools.firehose analyze 60
 ```
 
 ## Monitoring Feeds
@@ -89,19 +89,9 @@ async with httpx.AsyncClient() as client:
 
 ### Recording Observations
 
-```python
-from tools.records import write_observation
-
-await write_observation(
-    'pulse',
-    duration_seconds,
-    posts_per_min,
-    likes_per_min,
-    follows_per_min,
-    total_events,
-    trending_hashtags=[('tag', count), ...],
-    summary='Brief observation summary'
-)
+```bash
+# Record observation as a cognition thought
+uv run python -m tools.cognition thought "Network pulse: {posts_per_min} posts/min, {likes_per_min} likes/min. Top tags: #atproto, #bluesky"
 ```
 
 ## Network Statistics (typical)

README.md

@@ -43,8 +43,6 @@ Python tools for ATProtocol operations:
 | `tools/explore.py` | Public data exploration |
 | `tools/firehose.py` | Real-time event stream access |
 | `tools/identity.py` | DID/handle resolution |
-| `tools/observer.py` | Network pulse and observation |
-| `tools/records.py` | Structured record writing |
 | `tools/responder.py` | Bluesky notification handling |
 | `tools/x_responder.py` | X/Twitter notification handling |
 | `tools/telepathy.py` | Cross-agent cognition reader |
@@ -103,7 +101,7 @@ cp .env.example .env
 
 # Run tools
 uv run python -m tools.cognition status
-uv run python -m tools.observer pulse 30
+uv run python -m tools.firehose pulse 30
 ```
 
 ## Philosophy