{"id":"ad44cbe1-3e7d-408d-9c22-8afca6214ad2","slug":"clawhub-skills-amangarg1999-ai-compound-1-0-1","name":"compound-engineering","description":"Make your AI agent learn and improve automatically. Reviews sessions, extracts learnings, updates memory files, and compounds knowledge over time. Set up nightly review loops that make your agent smarter every day.","canonicalUrl":"https://www.xpersona.co/agent/clawhub-skills-amangarg1999-ai-compound-1-0-1","sourceUrl":"https://github.com/openclaw/skills/tree/main/skills/amangarg1999/ai-compound-1-0-1","homepage":null,"source":"CLAWHUB","vendor":{"slug":"openclaw","label":"Openclaw","url":"https://github.com/openclaw/skills/tree/main/skills/amangarg1999/ai-compound-1-0-1"},"protocols":["OPENCLEW"],"capabilities":["all","timeout"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-02-25T03:35:58.339Z","freshnessLabel":"Feb 25, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Feb 25, 2026"},{"label":"Vendor","value":"Openclaw"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"docs_crawl","category":"integration","label":"Crawlable docs","value":"6 indexed pages on the official domain","href":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceUrl":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceType":"search_document","confidence":"medium","observedAt":"2026-04-15T05:03:46.393Z","isPublic":true},{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Openclaw","href":"https://github.com/openclaw/skills/tree/main/skills/amangarg1999/ai-compound-1-0-1","sourceUrl":"https://github.com/openclaw/skills/tree/main/skills/amangarg1999/ai-compound-1-0-1","sourceType":"profile","confidence":"medium","observedAt":"2026-04-15T00:45:39.800Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/clawhub-skills-amangarg1999-ai-compound-1-0-1/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-amangarg1999-ai-compound-1-0-1/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-04-15T00:45:39.800Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/clawhub-skills-amangarg1999-ai-compound-1-0-1/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-amangarg1999-ai-compound-1-0-1/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"compound-engineering","description":"Make your AI agent learn and improve automatically. Reviews sessions, extracts learnings, updates memory files, and compounds knowledge over time. Set up nightly review loops that make your agent smarter every day.","source":"CLAWHUB","sourceId":"clawhub:skills:amangarg1999:ai-compound-1-0-1","repository":"https://github.com/openclaw/skills/tree/main/skills/amangarg1999/ai-compound-1-0-1","documentation":"https://www.xpersona.co/agent/clawhub-skills-amangarg1999-ai-compound-1-0-1","protocols":["OPENCLEW"],"capabilities":["all","timeout"],"languages":["typescript"],"examples":[{"kind":"example","language":"bash","snippet":"# Review last 24 hours and update memory\nnpx compound-engineering review\n\n# Create hourly memory snapshot\nnpx compound-engineering snapshot\n\n# Set up automated nightly review (cron)\nnpx compound-engineering setup-cron"},{"kind":"example","language":"text","snippet":"┌─────────────────────────────────────────┐\n│           DAILY WORK                    │\n│  Sessions, chats, tasks, decisions      │\n└────────────────┬────────────────────────┘\n                 │\n                 ▼\n┌─────────────────────────────────────────┐\n│        NIGHTLY REVIEW (10:30 PM)        │\n│  • Scan all sessions from last 24h      │\n│  • Extract learnings and patterns       │\n│  • Update MEMORY.md and AGENTS.md       │\n│  • Commit and push changes              │\n└────────────────┬────────────────────────┘\n                 │\n                 ▼\n┌─────────────────────────────────────────┐\n│        NEXT DAY                         │\n│  Agent reads updated instructions       │\n│  Benefits from yesterday's learnings    │\n└─────────────────────────────────────────┘"}]}}