القائمة
Search past coding sessions using natural language. Finds relevant observations, decisions, and context from previous work.
يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.
اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.
npx skills add https://github.com/softspark/ai-toolkit --skill mem-searchيبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.
تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.
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Direct technical voice for docs, README, user-facing text. Concise/strict modes. Triggers: documentation, README, content, output-mode, voice, prose style.
Detect/generate/debug CI pipeline config (GitHub Actions, GitLab CI). Triggers: CI setup, build pipeline, GitHub Actions config, debug CI, GitLab CI.
استنادا إلى تصنيف SOC المهني
عرض SKILL.md
| name | mem-search |
| description | Search past coding sessions using natural language. Finds relevant observations, decisions, and context from previous work. |
| effort | medium |
| argument-hint | [search query] |
| allowed-tools | Bash, Read |
| user-invocable | true |
Search the persistent memory database for past coding observations, decisions, and context.
$ARGUMENTS
This skill queries the SQLite FTS5 full-text search index at ~/.softspark/ai-toolkit/memory.db to find relevant observations from past sessions.
Parse the search query from $ARGUMENTS. If empty, prompt the user for a query.
Initialize the database if it does not exist:
python3 "$HOME/.softspark/ai-toolkit/hooks/../plugins/memory-pack/scripts/init_db.py" 2>/dev/null || true
Run the FTS5 search against the observations table:
sqlite3 ~/.softspark/ai-toolkit/memory.db "
SELECT o.id, o.session_id, o.tool_name, o.content, o.created_at,
s.project_dir, s.summary
FROM observations_fts fts
JOIN observations o ON o.id = fts.rowid
LEFT JOIN sessions s ON s.session_id = o.session_id
WHERE observations_fts MATCH '<query>'
ORDER BY rank
LIMIT 10;
"
Replace <query> with the user's search terms. Escape single quotes by doubling them.
Progressive disclosure -- present results in two stages:
Stage 1: Summary view (show first)
## Memory Search: "<query>"
Found N results across M sessions.
| # | Session | Project | Tool | Time | Preview |
|---|---------|---------|------|------|---------|
| 1 | abc123 | /path | Edit | 2025-01-15 | First 80 chars... |
Stage 2: Detail view (on request) Show the full observation content, session summary, and related observations from the same session.
If no results found, suggest:
init-db.sh if the database is missingmem-search database migrationmigrat* matches "migration", "migrate"database AND NOT testtool_name:Edit to search only Edit tool observations