{ "schemaVersion": "1.0", "item": { "slug": "agent-evolution", "name": "Agent Evolution", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/LingLin6/agent-evolution", "canonicalUrl": "https://clawhub.ai/LingLin6/agent-evolution", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/agent-evolution", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=agent-evolution", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "SKILL.md", "scripts/evolution.js", "scripts/heartbeat-check.sh", "scripts/init-rules.sh" ], "primaryDoc": "SKILL.md", "quickSetup": [ "Download the package from Yavira.", "Extract the archive and review SKILL.md first.", "Import or place the package into your OpenClaw setup." ], "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "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." ], "prompts": [ { "label": "New install", "body": "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." }, { "label": "Upgrade existing", "body": "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." } ] }, "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/agent-evolution" }, "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." ] }, "downloadPageUrl": "https://openagent3.xyz/downloads/agent-evolution", "agentPageUrl": "https://openagent3.xyz/skills/agent-evolution/agent", "manifestUrl": "https://openagent3.xyz/skills/agent-evolution/agent.json", "briefUrl": "https://openagent3.xyz/skills/agent-evolution/agent.md" }, "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "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." ], "prompts": [ { "label": "New install", "body": "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." }, { "label": "Upgrade existing", "body": "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." } ] }, "documentation": { "source": "clawhub", "primaryDoc": "SKILL.md", "sections": [ { "title": "agent-evolution", "body": "Agent 行为固化与进化系统。追踪规则执行、检测行为模式、维护身份连续性。用于：让 agent 的行为规则从\"写下来\"变成\"做到了\"。当 agent 需要自我改进、行为追踪、角色一致性、重复检测时激活。与 Memelord/memory-tools 互补：它们管记忆，本 skill 管行为。" }, { "title": "使用", "body": "所有命令通过 node scripts/evolution.js [args] 执行，输出均为 JSON。\n\n存储路径：~/.openclaw/workspace/.agent-evolution/state.json" }, { "title": "行为追踪器", "body": "追踪规则执行与违反，计算权重。\n\n# 初始化（首次使用）\nnode scripts/evolution.js init\n\n# 添加规则\nnode scripts/evolution.js add-rule \n\n# 执行规则前调用，记录 +1\nnode scripts/evolution.js check \n\n# 记录违反\nnode scripts/evolution.js violation \n\n# 查看统计\nnode scripts/evolution.js stats" }, { "title": "身份状态层", "body": "跨会话持久化的结构化身份。\n\n# 查看身份\nnode scripts/evolution.js identity\n\n# 更新字段\nnode scripts/evolution.js identity-update \n\n# 记录进化事件\nnode scripts/evolution.js evolve " }, { "title": "模式检测器", "body": "检测重复行为和角色偏离。\n\n# 记录操作\nnode scripts/evolution.js log \n\n# 检查告警\nnode scripts/evolution.js detect\n\n# 重置计数器\nnode scripts/evolution.js reset " }, { "title": "综合报告", "body": "node scripts/evolution.js report" }, { "title": "初始化规则", "body": "从 AGENTS.md / SOUL.md 自动提取规则：\n\nbash scripts/init-rules.sh --agents /path/to/AGENTS.md --soul /path/to/SOUL.md" }, { "title": "心跳检查", "body": "供 HEARTBEAT.md 调用：\n\nbash scripts/heartbeat-check.sh" } ], "body": "agent-evolution\n\nAgent 行为固化与进化系统。追踪规则执行、检测行为模式、维护身份连续性。用于：让 agent 的行为规则从\"写下来\"变成\"做到了\"。当 agent 需要自我改进、行为追踪、角色一致性、重复检测时激活。与 Memelord/memory-tools 互补：它们管记忆，本 skill 管行为。\n\n使用\n\n所有命令通过 node scripts/evolution.js [args] 执行，输出均为 JSON。\n\n存储路径：~/.openclaw/workspace/.agent-evolution/state.json\n\n模块\n行为追踪器\n\n追踪规则执行与违反，计算权重。\n\n# 初始化（首次使用）\nnode scripts/evolution.js init\n\n# 添加规则\nnode scripts/evolution.js add-rule \n\n# 执行规则前调用，记录 +1\nnode scripts/evolution.js check \n\n# 记录违反\nnode scripts/evolution.js violation \n\n# 查看统计\nnode scripts/evolution.js stats\n\n身份状态层\n\n跨会话持久化的结构化身份。\n\n# 查看身份\nnode scripts/evolution.js identity\n\n# 更新字段\nnode scripts/evolution.js identity-update \n\n# 记录进化事件\nnode scripts/evolution.js evolve \n\n模式检测器\n\n检测重复行为和角色偏离。\n\n# 记录操作\nnode scripts/evolution.js log \n\n# 检查告警\nnode scripts/evolution.js detect\n\n# 重置计数器\nnode scripts/evolution.js reset \n\n综合报告\nnode scripts/evolution.js report\n\n初始化规则\n\n从 AGENTS.md / SOUL.md 自动提取规则：\n\nbash scripts/init-rules.sh --agents /path/to/AGENTS.md --soul /path/to/SOUL.md\n\n心跳检查\n\n供 HEARTBEAT.md 调用：\n\nbash scripts/heartbeat-check.sh" }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/LingLin6/agent-evolution", "publisherUrl": "https://clawhub.ai/LingLin6/agent-evolution", "owner": "LingLin6", "version": "1.0.0", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/agent-evolution", "downloadUrl": "https://openagent3.xyz/downloads/agent-evolution", "agentUrl": "https://openagent3.xyz/skills/agent-evolution/agent", "manifestUrl": "https://openagent3.xyz/skills/agent-evolution/agent.json", "briefUrl": "https://openagent3.xyz/skills/agent-evolution/agent.md" } }