Pocket AI

Pocket AI Skill

Voice recording transcription, semantic search, and meeting intelligence across all conversations.

Pocket AI captures Marc's meetings, calls, and thoughts via a wearable device, then transcribes and indexes everything for semantic search.

Quick Reference

Core Capabilities

1. Semantic Search (Most Powerful)

Search across ALL recordings by meaning, not just keywords.

curl -s -X POST \
  -H "Authorization: Bearer $(cat ~/.config/pocket-ai/api_key)" \
  -H "Content-Type: application/json" \
  -d '{"query": "Red Run manufacturing decisions"}' \
  "https://public.heypocketai.com/api/v1/public/search"

Returns:

• userProfile.dynamicContext[] — AI-built insights from all recordings
• relevantMemories[] — Matching transcripts, action items, meeting sections
• Speaker identification, timestamps, relevance scores

2. Action Item Extraction

Pocket AI auto-extracts action items from meetings. Search for them:

curl -s -X POST \
  -H "Authorization: Bearer $(cat ~/.config/pocket-ai/api_key)" \
  -H "Content-Type: application/json" \
  -d '{"query": "action items tasks follow up"}' \
  "https://public.heypocketai.com/api/v1/public/search"

3. List Tags

curl -s -H "Authorization: Bearer $(cat ~/.config/pocket-ai/api_key)" \
  "https://public.heypocketai.com/api/v1/public/tags"

4. List Recordings

curl -s -H "Authorization: Bearer $(cat ~/.config/pocket-ai/api_key)" \
  "https://public.heypocketai.com/api/v1/public/recordings"

5. Get Recording Details

curl -s -H "Authorization: Bearer $(cat ~/.config/pocket-ai/api_key)" \
  "https://public.heypocketai.com/api/v1/public/recordings/{recording_id}"

6. Download Audio

curl -s -H "Authorization: Bearer $(cat ~/.config/pocket-ai/api_key)" \
  "https://public.heypocketai.com/api/v1/public/recordings/{recording_id}/audio"

High-Value Query Patterns

Contact Context

"What has been discussed with [person]?"

{"query": "conversations with Dylan Acquisition.com"}
{"query": "Adrienne intercompany invoices discussion"}
{"query": "meetings with Charlene"}

Business Decisions

"What decisions were made about [topic]?"

{"query": "Red Run manufacturing team restructuring decisions"}
{"query": "entity streamlining strategy"}
{"query": "trading system rules discussed"}

Action Items & Follow-ups

"What needs to be done?"

{"query": "action items tasks todo follow up"}
{"query": "scheduled meetings upcoming"}
{"query": "things to review or approve"}

Personal Insights

"What have I said about [topic]?"

{"query": "trading psychology patience discipline"}
{"query": "family financial planning kids college"}
{"query": "team performance frustrations"}

Meeting Summaries

"What happened in [meeting type]?"

{"query": "Red Run staff meeting summary"}
{"query": "financial review discussion"}
{"query": "geopolitical analysis conversation"}

Response Structure

Search Response

{
  "success": true,
  "data": {
    "userProfile": {
      "dynamicContext": [
        "AI-built insight from recordings...",
        "Another pattern detected..."
      ],
      "staticFacts": []
    },
    "relevantMemories": [
      {
        "content": "Transcript segment or action item...",
        "metadata": {"source": "turbopuffer", "sources": ["transcript_segment", "action_item"]},
        "recordingDate": "2026-01-28 01:16:14",
        "recordingId": "uuid",
        "recordingTitle": "Untitled Recording",
        "relevanceScore": 8.19,
        "speakers": "SPEAKER_00, SPEAKER_01",
        "transcriptionId": "uuid"
      }
    ],
    "total": 8,
    "timing": 490
  }
}

Memory Content Types

• Transcript segment: [timestamp] SPEAKER_XX: actual words spoken
• Action item: Action item: Do the thing
• Meeting section: (start-end) Section Title - Summary of what was discussed

Integration Points

Athena (Family Agent)

• Query meeting context to understand Marc's bandwidth
• "Is Marc free?" → Check if recent recordings show heavy commitments
• Feed meeting insights into scheduling decisions

Daily Briefings

• Pull action items from yesterday's meetings
• Summarize key decisions made
• Flag urgent follow-ups

Task Management

• Auto-surface action items as potential tasks
• Cross-reference with existing todo lists
• Track what's been mentioned but not yet acted on

Operations Channel

• Post important decisions to #operations
• Alert on critical discussions (team changes, financial decisions)

Tags (Marc's Categories)

Current tags: ai, business, call, economy, finance, game, geopolitics, hockey, outlook, personal, sales, summary, test, victory, weather, work

Use tags to filter or categorize queries.

Heartbeat Integration

During heartbeats, optionally check for new action items:

# Check for recent action items (last 24h)
query = "action items from today"
# Parse response for new follow-ups
# Surface anything urgent

Privacy & Security

• All recordings encrypted end-to-end
• Stored on US servers
• API key should remain in ~/.config/pocket-ai/api_key
• Never log full transcripts to public channels

Troubleshooting

Empty recordings list?

• Recordings may need device sync before API access
• Use search endpoint instead (works with synced transcripts)

Auth errors?

• Check Bearer token format: Authorization: Bearer pk_xxx
• Verify key in ~/.config/pocket-ai/api_key

Search returns nothing?

• Try broader query terms
• Check if recordings have been synced recently

Helper Scripts

search.sh

#!/bin/bash
# Usage: ./search.sh "your query"
API_KEY=$(cat ~/.config/pocket-ai/api_key)
curl -s -X POST \
  -H "Authorization: Bearer $API_KEY" \
  -H "Content-Type: application/json" \
  -d "{\"query\": \"$1\"}" \
  "https://public.heypocketai.com/api/v1/public/search"

Python Helper

See pocket_api.py for full Python integration.