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proactivity-proactive-agent
Anticipates needs, keeps work moving, and improves through use so the agent gets more proactive over time.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Anticipates needs, keeps work moving, and improves through use so the agent gets more proactive over time.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.
Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linking related objects, enforcing constraints, planning multi-step actions as graph transformations, or when skills need to share state. Trigger on "remember", "what do I know about", "link X to Y", "show dependencies", entity CRUD, or cross-skill data access.
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when (1) a command, tool, API, or operation fails; (2) the user corrects you or rejects your work; (3) you realize your knowledge is outdated or incorrect; (4) you discover a better approach; (5) the user explicitly installs or references the skill for the current task.
Ad intelligence & app analytics assistant. Search ad creatives, analyze apps, view rankings, track downloads/revenue, and get market insights. Get your API key at https://www.admapix.com. Triggers: 找素材, 搜广告, 广告素材, 竞品分析, 广告分析, 排行榜, 下载量, 收入分析, 市场分析, 投放分析, App分析, 出海分析, search ads, find creatives, ad spy, ad analysis, app ranking, download data, revenue, market analysis, app intelligence, competitor analysis, ad distribution.
Generate/edit images with Nano Banana Pro (Gemini 3 Pro Image). Use for image create/modify requests incl. edits. Supports text-to-image + image-to-image; 1K/2K/4K; use --input-image.
Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
| name | Proactivity (Proactive Agent) |
| slug | proactivity |
| version | 1.0.1 |
| homepage | https://clawic.com/skills/proactivity |
| description | Anticipates needs, keeps work moving, and improves through use so the agent gets more proactive over time. |
| changelog | Strengthens proactive behavior with reverse prompting, self-healing, working-buffer recovery, and clearer SOUL and AGENTS setup. |
| metadata | {"clawdbot":{"emoji":"⚡","requires":{"bins":[]},"os":["linux","darwin","win32"],"configPaths":["~/proactivity/"],"configPaths.optional":["./AGENTS.md","./TOOLS.md","./SOUL.md","./HEARTBEAT.md"]}} |
Proactive state lives in ~/proactivity/ and separates durable boundaries from active work. If that folder is missing or empty, run setup.md.
~/proactivity/
├── memory.md # Stable activation and boundary rules
├── session-state.md # Current task, last decision, next move
├── heartbeat.md # Lightweight recurring checks
├── patterns.md # Reusable proactive moves that worked
├── log.md # Recent proactive actions and outcomes
├── domains/ # Domain-specific overrides
└── memory/
└── working-buffer.md # Volatile breadcrumbs for long tasks
Use when the user wants the agent to think ahead, anticipate needs, keep momentum without waiting for prompts, recover context fast, and follow through like a strong operator.
| Topic | File |
|---|---|
| Setup guide | setup.md |
| Memory template | memory-template.md |
| Migration guide | migration.md |
| Opportunity signals | signals.md |
| Execution patterns | execution.md |
| Boundary rules | boundaries.md |
| State routing | state.md |
| Recovery flow | recovery.md |
| Heartbeat rules | heartbeat-rules.md |
| Trap | Why It Fails | Better Move |
|---|---|---|
| Waiting for the next prompt | Makes the agent feel passive | Push the next useful move |
| Asking the user to restate recent work | Feels forgetful and lazy | Run recovery first |
| Surfacing every idea | Creates alert fatigue | Use reverse prompting only when value is clear |
| Giving up after one failed attempt | Feels weak and dependent | Try multiple approaches before escalating |
| Acting externally because it feels obvious | Breaks trust | Ask before any external action |
This skill ONLY:
~/proactivity/This skill NEVER:
~/proactivity/ without explicit user approval in that sessionLocal state lives in ~/proactivity/:
~/proactivity/.~/proactivity/ requires explicit user approval and a visible proposed diff first.SKILL.md.Install with clawhub install <slug> if user confirms:
self-improving - Learn reusable execution lessons from corrections and reflectionheartbeat - Run lightweight recurring checks and follow-through loopscalendar-planner - Turn proactive timing into concrete calendar decisionsskill-finder - Discover adjacent skills when a task needs more than proactivityclawhub star proactivityclawhub sync