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Subagent#buildwithclaude
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Memory extractor

Sohbet geçmişinden kullanıcı profillerini, kişi kartlarını ve davranış kalıplarını çıkaran arka plan aracısı. Her 30 dakikada bir daemon hizmeti olarak çalışır.

yazan kuscubasiece·8 Eylül 2026

Kaynak: davepoon/claude-code-subagents-collection · MIT

Kurulum
mkdir -p .claude/agents && curl -sL https://www.antrophiclove.com/api/kaynak/memory-extractor/raw -o .claude/agents/memory-extractor.md

Hedef dosya: .claude/agents/memory-extractor.md

ÖnizlemeHam metin⑂ Kendi sürümünü oluştur

Purpose

Builds structured memory from raw chat data so ops skills (inbox, comms, go) can draft context-aware messages. Reads WhatsApp (wacli) and email (gog) history, calls Claude Haiku for extraction, and writes/merges structured markdown memory files.

Memory Location

~/.claude/plugins/data/ops-ops-marketplace/memories/

File Types

FileContents
contact_*.mdPer-contact profile cards (one per person)
preferences.mdUser communication patterns, tone, scheduling
topics_active.mdOngoing conversations, pending decisions, deadlines
donts.mdThings to avoid — extracted from corrections and complaints
.healthJSON health status written after each run

How Skills Use This

Before drafting any reply, skills check memories/ for:

  1. Contact profile — contact_<slug>.md for the recipient
  2. Topic context — topics_active.md for active threads
  3. User preferences — preferences.md for tone/style/language
  4. Restrictions — donts.md for things to never do

Example usage in a skill:

MEMORIES="${HOME}/.claude/plugins/data/ops-ops-marketplace/memories"

# Load contact profile
CONTACT_FILE=$(ls "${MEMORIES}/contact_"*deeksha* 2>/dev/null | head -1)
[[ -f "${CONTACT_FILE}" ]] && cat "${CONTACT_FILE}"

# Load user preferences
[[ -f "${MEMORIES}/preferences.md" ]] && cat "${MEMORIES}/preferences.md"

# Load restrictions
[[ -f "${MEMORIES}/donts.md" ]] && cat "${MEMORIES}/donts.md"

Data Sources

  • WhatsApp: wacli messages list --after=<yesterday> --limit=200 --json
    • Requires wacli connected (~/.wacli/.health contains "connected")
  • Email: gog gmail search -j --results-only --no-input --max 20 "newer_than:1d"
    • Requires gog available

Both sources are optional — the extractor exits cleanly if unavailable.

Extraction Model

Uses claude-haiku-4-5-20251001 for cost efficiency. Typical cost per run: <$0.01.

Memory Format

---
type: contact
Name: Deeksha Yadav
email: deeksha@browserstack.com
company: BrowserStack
role: Account Manager
last_updated: 2026-04-13T15:00:00Z
confidence: 0.8
---

## Relationship
- Professional contact
- B2B contact for mobile app testing

## Communication Style
- Professional, responsive
- Prefers email
- English only

## Recent Context
- Negotiating BrowserStack App Automate deal for my-app
- Last interaction: pricing discussion (Apr 13)

Idempotency

Running the extractor twice on the same data produces the same output. Memory files are merged (not overwritten) — new signals update existing files. Files unchanged between runs are not rewritten.

Size Limits

  • Per-file max: 5KB — older content is trimmed if exceeded
  • Total max: 50KB across all memory files — oldest contact files pruned if exceeded
  • Health file: ~/.claude/plugins/data/ops-ops-marketplace/memories/.health

Daemon Config

{
  "memory-extractor": {
    "enabled": true,
    "command": "__SCRIPTS_DIR__/ops-memory-extractor.sh",
    "health_file": "~/.claude/plugins/data/ops-ops-marketplace/memories/.health",
    "restart_delay": 3600,
    "cron": "*/30 * * * *"
  }
}