{"id":"1dd4d8b7-eb62-4f2e-a0aa-0ecfc5f5e537","entityType":"agent","slug":"clawhub-xiucheng-xiucheng-self-improving-agent-2","name":"Self Improving Agent","canonicalUrl":"https://www.xpersona.co/agent/clawhub-xiucheng-xiucheng-self-improving-agent-2","canonicalPath":"/agent/clawhub-xiucheng-xiucheng-self-improving-agent-2","generatedAt":"2026-10-10T01:01:15.839Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-05-19T07:01:44.051Z","emptyReason":null},"description":"Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies. Skill: Self Improving Agent Owner: xiucheng Summary: Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies. Tags: latest:1.0.0 Version history: v1.0.0 | 2026-03-06T23:43:46.935Z | auto Self-Improving Agent skill v1.0.0 initial release - Introduces a self-improving agent system that analyzes conversation quality and optimize","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 41.2K downloads reported by the source. Last updated 5/19/2026.","installCommand":"clawhub skill install publishers:xiucheng:xiucheng-self-improving-agent","sourceUrl":"https://clawhub.ai/xiucheng/xiucheng-self-improving-agent","homepage":"https://clawhub.ai/xiucheng/xiucheng-self-improving-agent","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/xiucheng/xiucheng-self-improving-agent","kind":"source"}],"safetyScore":84,"overallRank":62,"popularityScore":92,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies. Skill: Sel"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-05-19T07:01:44.051Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-05-19T07:01:44.051Z","emptyReason":null},"stars":null,"forks":null,"downloads":41208,"packageName":null,"latestVersion":"1.0.0","tractionLabel":"41.2K downloads"},"release":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-05-19T07:01:44.043Z","emptyReason":null},"lastUpdatedAt":"2026-05-19T07:01:44.051Z","lastCrawledAt":"2026-05-19T07:01:44.043Z","lastIndexedAt":null,"nextCrawlAt":"2026-05-20T07:01:44.043Z","lastVerifiedAt":null,"highlights":[{"version":"1.0.0","createdAt":"2026-03-06T23:43:46.935Z","changelog":"Self-Improving Agent skill v1.0.0 initial release - Introduces a self-improving agent system that analyzes conversation quality and optimizes response strategies. - Automatically evaluates conversation effectiveness and identifies improvement opportunities. - Features a learning log for recording insights and lessons learned. - Generates weekly improvement reports. - Provides flexible configuration and easy integration with memory management and personality modules.","fileCount":4,"zipByteSize":3874}]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install publishers:xiucheng:xiucheng-self-improving-agent","setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-10T01:01:15.838Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-05-19T07:01:44.051Z","emptyReason":null},"readme":"Skill: Self Improving Agent\n\nOwner: xiucheng\n\nSummary: Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.\n\nTags: latest:1.0.0\n\nVersion history:\n\nv1.0.0 | 2026-03-06T23:43:46.935Z | auto\n\nSelf-Improving Agent skill v1.0.0 initial release\n\n- Introduces a self-improving agent system that analyzes conversation quality and optimizes response strategies.\n- Automatically evaluates conversation effectiveness and identifies improvement opportunities.\n- Features a learning log for recording insights and lessons learned.\n- Generates weekly improvement reports.\n- Provides flexible configuration and easy integration with memory management and personality modules.\n\nArchive index:\n\nArchive v1.0.0: 4 files, 3874 bytes\n\nFiles: self_improving.py (7088b), SKILL.md (1781b), skill.yaml (212b), _meta.json (148b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: self-improving-agent\ndescription: Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.\nversion: \"1.0.0\"\nauthor: xiucheng\ntype: skill\ntags: [self-improvement, learning, optimization, reflection, growth]\nhomepage: https://github.com/xiucheng/self-improving-agent\nlicense: MIT\n---\n\n# Self-Improving Agent\n\nAn intelligent self-improvement system for OpenClaw agents that analyzes conversation quality and continuously optimizes performance.\n\n## Features\n\n- 📊 **Quality Analysis**: Evaluates conversation effectiveness\n- 🎯 **Improvement Tracking**: Identifies areas for enhancement\n- 📝 **Learning Log**: Records insights and lessons learned\n- 📈 **Weekly Reports**: Generates improvement summaries\n- 🔄 **Strategy Optimization**: Adapts response patterns over time\n\n## Installation\n\n```bash\nclawhub install self-improving-agent\n```\n\n## Usage\n\n### Automatic Analysis\nThe skill automatically analyzes conversations after each session.\n\n### Manual Improvement Logging\n```python\nfrom self_improving import SelfImprovingAgent\n\nsia = SelfImprovingAgent()\nsia.log_improvement(\"Need to be more concise in technical explanations\")\n```\n\n### Generate Weekly Report\n```python\nreport = sia.generate_weekly_report()\nprint(report)\n```\n\n## Configuration\n\n| Setting | Default | Description |\n|---------|---------|-------------|\n| improvement_log | ./improvement_log.md | Learning log file |\n| soul_file | ./SOUL.md | Personality anchor file |\n| auto_analyze | true | Auto-analyze conversations |\n\n## Integration\n\nWorks best with:\n- `memory-manager`: For tracking improvement history\n- Custom agent personalities (SOUL.md)\n\n## License\n\nMIT License - Help agents get better every day!\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn7c2cjr3n1gggfqy000zq5g898285x4\",\n  \"slug\": \"xiucheng-self-improving-agent\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1772840626935\n}\n\nFile v1.0.0:skill.yaml\n\nname: self-improving-agent\ndescription: Self-improving agent system for continuous optimization\nversion: \"1.0.0\"\nauthor: xiucheng\ntype: skill\ntags:\n  - self-improvement\n  - learning\n  - optimization\nlicense: MIT","readmeExcerpt":"Skill: Self Improving Agent Owner: xiucheng Summary: Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies. Tags: latest:1.0.0 Version history: v1.0.0 | 2026-03-06T23:43:46.935Z | auto Self-Improving Agent skill v1.0.0 initial release - Introduces a self-improving agent system that analyzes conversation quality and optimize","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"clawhub install self-improving-agent"},{"language":"python","snippet":"from self_improving import SelfImprovingAgent\n\nsia = SelfImprovingAgent()\nsia.log_improvement(\"Need to be more concise in technical explanations\")"},{"language":"python","snippet":"report = sia.generate_weekly_report()\nprint(report)"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: self-improving-agent\ndescription: Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.\nversion: \"1.0.0\"\nauthor: xiucheng\ntype: skill\ntags: [self-improvement, learning, optimization, reflection, growth]\nhomepage: https://github.com/xiucheng/self-improving-agent\nlicense: MIT\n---\n\n# Self-Improving Agent\n\nAn intelligent self-improvement system for OpenClaw agents that analyzes conversation quality and continuously optimizes performance.\n\n## Features\n\n- 📊 **Quality Analysis**: Evaluates conversation effectiveness\n- 🎯 **Improvement Tracking**: Identifies areas for enhancement\n- 📝 **Learning Log**: Records insights and lessons learned\n- 📈 **Weekly Reports**: Generates improvement summaries\n- 🔄 **Strategy Optimization**: Adapts response patterns over time\n\n## Installation\n\n```bash\nclawhub install self-improving-agent\n```\n\n## Usage\n\n### Automatic Analysis\nThe skill automatically analyzes conversations after each session.\n\n### Manual Improvement Logging\n```python\nfrom self_improving import SelfImprovingAgent\n\nsia = SelfImprovingAgent()\nsia.log_improvement(\"Need to be more concise in technical explanations\")\n```\n\n### Generate Weekly Report\n```python\nreport = sia.generate_weekly_report()\nprint(report)\n```\n\n## Configuration\n\n| Setting | Default | Description |\n|---------|---------|-------------|\n| improvement_log | ./improvement_log.md | Learning log file |\n| soul_file | ./SOUL.md | Personality anchor file |\n| auto_analyze | true | Auto-analyze conversations |\n\n## Integration\n\nWorks best with:\n- `memory-manager`: For tracking improvement history\n- Custom agent personalities (SOUL.md)\n\n## License\n\nMIT License - Help agents get better every day!"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7c2cjr3n1gggfqy000zq5g898285x4\",\n  \"slug\": \"xiucheng-self-improving-agent\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1772840626935\n}"},{"path":"skill.yaml","content":"name: self-improving-agent\ndescription: Self-improving agent system for continuous optimization\nversion: \"1.0.0\"\nauthor: xiucheng\ntype: skill\ntags:\n  - self-improvement\n  - learning\n  - optimization\nlicense: MIT"}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies. Skill: Self Improving Agent Owner: xiucheng Summary: Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies. Tags: latest:1.0.0 Version history: v1.0.0 | 2026-03-06T23:43:46.935Z | auto Self-Improving Agent skill v1.0.0 initial release - Introduces a self-improving agent system that analyzes conversation quality and optimize","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":631,"uniquenessScore":54,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-05-19T07:01:44.051Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-05-19T07:01:44.051Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-10T01:01:15.839Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}