# Send Ai Compound 1.0.1 to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "ai-compound-1-0-1", "name": "Ai Compound 1.0.1", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/AmanGarg1999/ai-compound-1-0-1", "canonicalUrl": "https://clawhub.ai/AmanGarg1999/ai-compound-1-0-1", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/ai-compound-1-0-1", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=ai-compound-1-0-1", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-23T16:43:11.935Z", "expiresAt": "2026-04-30T16:43:11.935Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/ai-compound-1-0-1" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/ai-compound-1-0-1", "downloadUrl": "https://openagent3.xyz/downloads/ai-compound-1-0-1", "agentUrl": "https://openagent3.xyz/skills/ai-compound-1-0-1/agent", "manifestUrl": "https://openagent3.xyz/skills/ai-compound-1-0-1/agent.json", "briefUrl": "https://openagent3.xyz/skills/ai-compound-1-0-1/agent.md" } } ``` ## Documentation ### Compound Engineering Make your AI agent learn automatically. Extract learnings from sessions, update memory files, and compound knowledge over time. The idea: Your agent reviews its own work, extracts patterns and lessons, and updates its instructions. Tomorrow's agent is smarter than today's. ### Quick Start # Review last 24 hours and update memory npx compound-engineering review # Create hourly memory snapshot npx compound-engineering snapshot # Set up automated nightly review (cron) npx compound-engineering setup-cron ### The Compound Loop ┌─────────────────────────────────────────┐ │ DAILY WORK │ │ Sessions, chats, tasks, decisions │ └────────────────┬────────────────────────┘ │ ▼ ┌─────────────────────────────────────────┐ │ NIGHTLY REVIEW (10:30 PM) │ │ • Scan all sessions from last 24h │ │ • Extract learnings and patterns │ │ • Update MEMORY.md and AGENTS.md │ │ • Commit and push changes │ └────────────────┬────────────────────────┘ │ ▼ ┌─────────────────────────────────────────┐ │ NEXT DAY │ │ Agent reads updated instructions │ │ Benefits from yesterday's learnings │ └─────────────────────────────────────────┘ ### What Gets Extracted Patterns: Recurring approaches that worked Gotchas: Things that failed or caused issues Preferences: User preferences discovered Decisions: Key decisions and their reasoning TODOs: Unfinished items to remember ### Automatic Hourly Memory Add to your HEARTBEAT.md: # Hourly Memory Snapshot Every hour, append a brief summary to memory/YYYY-MM-DD.md: - What was accomplished - Key decisions made - Anything to remember Or use cron: # Add to clawdbot config or crontab 0 * * * * clawdbot cron run compound-hourly ### Nightly Review Job Add this cron job to Clawdbot: { "id": "compound-nightly", "schedule": "30 22 * * *", "text": "Review all sessions from the last 24 hours. For each session, extract: 1) Key learnings and patterns, 2) Mistakes or gotchas to avoid, 3) User preferences discovered, 4) Unfinished items. Update MEMORY.md with a summary. Update memory/YYYY-MM-DD.md with details. Commit changes to git." } ### Manual Review Command When you want to trigger a review manually: Review the last 24 hours of work. Extract: 1. **Patterns that worked** - approaches to repeat 2. **Gotchas encountered** - things to avoid 3. **Preferences learned** - user likes/dislikes 4. **Key decisions** - and their reasoning 5. **Open items** - unfinished work Update: - MEMORY.md with significant long-term learnings - memory/YYYY-MM-DD.md with today's details - AGENTS.md if workflow changes needed Commit changes with message "compound: daily review YYYY-MM-DD" ### MEMORY.md (Long-term) # Long-Term Memory ## Patterns That Work - When doing X, always Y first - User prefers Z approach for... ## Gotchas to Avoid - Don't do X without checking Y - API Z has rate limit of... ## User Preferences - Prefers concise responses - Timezone: PST - ... ## Project Context - Main repo at /path/to/project - Deploy process is... ### memory/YYYY-MM-DD.md (Daily) # 2026-01-28 (Tuesday) ## Sessions - 09:00 - Built security audit tool - 14:00 - Published 40 skills to MoltHub ## Decisions - Chose to batch publish in parallel (5 sub-agents) - Security tool covers 6 check categories ## Learnings - ClawdHub publish can timeout, retry with new version - npm publish hangs sometimes, may need to retry ## Open Items - [ ] Finish remaining MoltHub uploads - [ ] Set up analytics tracker ### Hourly Snapshots For more granular memory, create hourly snapshots: # Creates memory/YYYY-MM-DD-HH.md every hour */60 * * * * echo "## $(date +%H):00 Snapshot" >> ~/clawd/memory/$(date +%Y-%m-%d).md Or have the agent do it via heartbeat by checking time and appending to daily file. ### The Compound Effect Week 1: Agent knows basics Week 2: Agent remembers your preferences Week 4: Agent anticipates your needs Month 2: Agent is an expert in your workflow Knowledge compounds. Every session makes future sessions better. ### Nightly Review (launchd - macOS) Label com.clawdbot.compound-review ProgramArguments /opt/homebrew/bin/clawdbot cron run compound-nightly StartCalendarInterval Hour 22 Minute 30 ### Hourly Memory (crontab) # Add with: crontab -e 0 * * * * /opt/homebrew/bin/clawdbot cron run compound-hourly 2>&1 >> ~/clawd/logs/compound.log ### Best Practices Review before sleep - Let the nightly job run when you're done for the day Don't over-extract - Focus on significant learnings, not noise Prune regularly - Remove outdated info from MEMORY.md monthly Git everything - Memory files should be version controlled Trust the compound - Effects are subtle at first, dramatic over time Built by LXGIC Studios - @lxgicstudios Built by LXGIC Studios GitHub: github.com/lxgicstudios/ai-compound Twitter: @lxgicstudios ## Trust - Source: tencent - Verification: Indexed source record - Publisher: AmanGarg1999 - Version: 1.0.0 ## Source health - Status: healthy - Source download looks usable. - Yavira can redirect you to the upstream package for this source. - Health scope: source - Reason: direct_download_ok - Checked at: 2026-04-23T16:43:11.935Z - Expires at: 2026-04-30T16:43:11.935Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/ai-compound-1-0-1) - [Send to Agent page](https://openagent3.xyz/skills/ai-compound-1-0-1/agent) - [JSON manifest](https://openagent3.xyz/skills/ai-compound-1-0-1/agent.json) - [Markdown brief](https://openagent3.xyz/skills/ai-compound-1-0-1/agent.md) - [Download page](https://openagent3.xyz/downloads/ai-compound-1-0-1)