# Send Self Improving Agent 1.0.0 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": "self-improving-agent-1-0-0", "name": "Self Improving Agent 1.0.0", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/dc-acronym/self-improving-agent-1-0-0", "canonicalUrl": "https://clawhub.ai/dc-acronym/self-improving-agent-1-0-0", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/self-improving-agent-1-0-0", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=self-improving-agent-1-0-0", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "LEARNINGS.md", "SKILL.md", "examples.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "self-improving-agent-1-0-0", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-08T15:02:21.651Z", "expiresAt": "2026-05-15T15:02:21.651Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=self-improving-agent-1-0-0", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=self-improving-agent-1-0-0", "contentDisposition": "attachment; filename=\"self-improving-agent-1-0-0-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "self-improving-agent-1-0-0" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/self-improving-agent-1-0-0" }, "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/self-improving-agent-1-0-0", "downloadUrl": "https://openagent3.xyz/downloads/self-improving-agent-1-0-0", "agentUrl": "https://openagent3.xyz/skills/self-improving-agent-1-0-0/agent", "manifestUrl": "https://openagent3.xyz/skills/self-improving-agent-1-0-0/agent.json", "briefUrl": "https://openagent3.xyz/skills/self-improving-agent-1-0-0/agent.md" } } ``` ## Documentation ### Self-Improvement Skill Log learnings and errors to markdown files for continuous improvement. Coding agents can later process these into fixes, and important learnings get promoted to project memory. ### Quick Reference SituationActionCommand/operation failsLog to .learnings/ERRORS.mdUser corrects youLog to .learnings/LEARNINGS.md with category correctionUser wants missing featureLog to .learnings/FEATURE_REQUESTS.mdAPI/external tool failsLog to .learnings/ERRORS.md with integration detailsKnowledge was outdatedLog to .learnings/LEARNINGS.md with category knowledge_gapFound better approachLog to .learnings/LEARNINGS.md with category best_practiceSimilar to existing entryLink with **See Also**, consider priority bumpBroadly applicable learningPromote to CLAUDE.md and/or AGENTS.md ### Setup Create .learnings/ directory in project root if it doesn't exist: mkdir -p .learnings Copy templates from assets/ or create files with headers. ### Learning Entry Append to .learnings/LEARNINGS.md: ## [LRN-YYYYMMDD-XXX] category **Logged**: ISO-8601 timestamp **Priority**: low | medium | high | critical **Status**: pending **Area**: frontend | backend | infra | tests | docs | config ### Summary One-line description of what was learned ### Details Full context: what happened, what was wrong, what's correct ### Suggested Action Specific fix or improvement to make ### Metadata - Source: conversation | error | user_feedback - Related Files: path/to/file.ext - Tags: tag1, tag2 - See Also: LRN-20250110-001 (if related to existing entry) --- ### Error Entry Append to .learnings/ERRORS.md: ## [ERR-YYYYMMDD-XXX] skill_or_command_name **Logged**: ISO-8601 timestamp **Priority**: high **Status**: pending **Area**: frontend | backend | infra | tests | docs | config ### Summary Brief description of what failed ### Error Actual error message or output ### Context - Command/operation attempted - Input or parameters used - Environment details if relevant ### Suggested Fix If identifiable, what might resolve this ### Metadata - Reproducible: yes | no | unknown - Related Files: path/to/file.ext - See Also: ERR-20250110-001 (if recurring) --- ### Feature Request Entry Append to .learnings/FEATURE_REQUESTS.md: ## [FEAT-YYYYMMDD-XXX] capability_name **Logged**: ISO-8601 timestamp **Priority**: medium **Status**: pending **Area**: frontend | backend | infra | tests | docs | config ### Requested Capability What the user wanted to do ### User Context Why they needed it, what problem they're solving ### Complexity Estimate simple | medium | complex ### Suggested Implementation How this could be built, what it might extend ### Metadata - Frequency: first_time | recurring - Related Features: existing_feature_name --- ### ID Generation Format: TYPE-YYYYMMDD-XXX TYPE: LRN (learning), ERR (error), FEAT (feature) YYYYMMDD: Current date XXX: Sequential number or random 3 chars (e.g., 001, A7B) Examples: LRN-20250115-001, ERR-20250115-A3F, FEAT-20250115-002 ### Resolving Entries When an issue is fixed, update the entry: Change **Status**: pending → **Status**: resolved Add resolution block after Metadata: ### Resolution - **Resolved**: 2025-01-16T09:00:00Z - **Commit/PR**: abc123 or #42 - **Notes**: Brief description of what was done Other status values: in_progress - Actively being worked on wont_fix - Decided not to address (add reason in Resolution notes) promoted - Elevated to CLAUDE.md or AGENTS.md ### Promoting to Project Memory When a learning is broadly applicable (not a one-off fix), promote it to permanent project memory. ### When to Promote Learning applies across multiple files/features Knowledge any contributor (human or AI) should know Prevents recurring mistakes Documents project-specific conventions ### Promotion Targets TargetWhat Belongs ThereCLAUDE.mdProject facts, conventions, gotchas for all Claude interactionsAGENTS.mdAgent-specific workflows, tool usage patterns, automation rules ### How to Promote Distill the learning into a concise rule or fact Add to appropriate section in target file Update original entry: Change **Status**: pending → **Status**: promoted Add **Promoted**: CLAUDE.md or **Promoted**: AGENTS.md ### Promotion Examples Learning (verbose): Project uses pnpm workspaces. Attempted npm install but failed. Lock file is pnpm-lock.yaml. Must use pnpm install. In CLAUDE.md (concise): ## Build & Dependencies - Package manager: pnpm (not npm) - use \`pnpm install\` Learning (verbose): When modifying API endpoints, must regenerate TypeScript client. Forgetting this causes type mismatches at runtime. In AGENTS.md (actionable): ## After API Changes 1. Regenerate client: \`pnpm run generate:api\` 2. Check for type errors: \`pnpm tsc --noEmit\` ### Recurring Pattern Detection If logging something similar to an existing entry: Search first: grep -r "keyword" .learnings/ Link entries: Add **See Also**: ERR-20250110-001 in Metadata Bump priority if issue keeps recurring Consider systemic fix: Recurring issues often indicate: Missing documentation (→ promote to CLAUDE.md) Missing automation (→ add to AGENTS.md) Architectural problem (→ create tech debt ticket) ### Periodic Review Review .learnings/ at natural breakpoints: ### When to Review Before starting a new major task After completing a feature When working in an area with past learnings Weekly during active development ### Quick Status Check # Count pending items grep -h "Status\\*\\*: pending" .learnings/*.md | wc -l # List pending high-priority items grep -B5 "Priority\\*\\*: high" .learnings/*.md | grep "^## \\[" # Find learnings for a specific area grep -l "Area\\*\\*: backend" .learnings/*.md ### Review Actions Resolve fixed items Promote applicable learnings Link related entries Escalate recurring issues ### Detection Triggers Automatically log when you notice: Corrections (→ learning with correction category): "No, that's not right..." "Actually, it should be..." "You're wrong about..." "That's outdated..." Feature Requests (→ feature request): "Can you also..." "I wish you could..." "Is there a way to..." "Why can't you..." Knowledge Gaps (→ learning with knowledge_gap category): User provides information you didn't know Documentation you referenced is outdated API behavior differs from your understanding Errors (→ error entry): Command returns non-zero exit code Exception or stack trace Unexpected output or behavior Timeout or connection failure ### Priority Guidelines PriorityWhen to UsecriticalBlocks core functionality, data loss risk, security issuehighSignificant impact, affects common workflows, recurring issuemediumModerate impact, workaround existslowMinor inconvenience, edge case, nice-to-have ### Area Tags Use to filter learnings by codebase region: AreaScopefrontendUI, components, client-side codebackendAPI, services, server-side codeinfraCI/CD, deployment, Docker, cloudtestsTest files, testing utilities, coveragedocsDocumentation, comments, READMEsconfigConfiguration files, environment, settings ### Best Practices Log immediately - context is freshest right after the issue Be specific - future agents need to understand quickly Include reproduction steps - especially for errors Link related files - makes fixes easier Suggest concrete fixes - not just "investigate" Use consistent categories - enables filtering Promote aggressively - if in doubt, add to CLAUDE.md Review regularly - stale learnings lose value ### Gitignore Options Keep learnings local (per-developer): .learnings/ Track learnings in repo (team-wide): Don't add to .gitignore - learnings become shared knowledge. Hybrid (track templates, ignore entries): .learnings/*.md !.learnings/.gitkeep ## Trust - Source: tencent - Verification: Indexed source record - Publisher: dc-acronym - Version: 1.0.0 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-05-08T15:02:21.651Z - Expires at: 2026-05-15T15:02:21.651Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/self-improving-agent-1-0-0) - [Send to Agent page](https://openagent3.xyz/skills/self-improving-agent-1-0-0/agent) - [JSON manifest](https://openagent3.xyz/skills/self-improving-agent-1-0-0/agent.json) - [Markdown brief](https://openagent3.xyz/skills/self-improving-agent-1-0-0/agent.md) - [Download page](https://openagent3.xyz/downloads/self-improving-agent-1-0-0)