Decide
Self-learn your decision patterns to safely build its own decision-making over time.
Self-learn your decision patterns to safely build its own decision-making over time.
Real data. Real impact.
Emerging
Developers
Per week
Open source
Skills give you superpowers. Install in 30 seconds.
Decision state lives in
~/decide/. If that folder is missing or empty, run setup.md.
~/decide/ ├── memory.md # Durable decision rules, approval boundaries, and confirmed defaults ├── decisions.md # Major decisions with question, components, chosen option, and outcome └── domains/ # Domain-specific decision components, overrides, and exceptions
Use when the agent faces a consequential choice that can change architecture, workflow, cost, publish behavior, vendor selection, or long-term project direction.
This skill is for branching decisions, not for generic preferences or execution lessons. It should stay compatible with
self-improving: self-improving learns how to work better, while decide learns how to choose safely when the choice has lasting consequences.
| Topic | File |
|---|---|
| Setup guide | |
| Memory template | |
| Migration guide | |
| Decision components | |
| Confidence calibration | |
| Exceptions and always-ask cases | |
Use those files as a decision safety stack: first know the structure, then calibrate confidence, then verify exceptions before reusing any past choice.
~/decide/memory.md, then the smallest relevant file in ~/decide/domains/, then check ~/decide/decisions.md for a materially similar record.self-improving for execution quality, corrections, and reusable work habits.escalate for ask-vs-act boundaries across actions broadly.decide only for major branching choices where the structure of the context determines the answer.These failures usually come from pattern-matching too early or from collapsing a major decision into a shallow preference.
| Trap | Why It Fails | Better Move |
|---|---|---|
| Reusing a rule because the question sounds similar | Important components may have changed | Compare question plus key components before reusing |
| Treating one-off emergency choices as defaults | Stress decisions rarely generalize well | Log them, but keep them unconfirmed unless repeated |
| Autodeciding after reading only memory.md | Exceptions and domain overrides get missed | List domains, read the smallest relevant override, then check decisions |
| Turning execution preferences into decision rules | Blurs compatibility with | Keep major branching choices in , workflow lessons elsewhere |
| Applying a framework or vendor rule across clients blindly | Client and surface often change the optimal answer | Ask again when client, platform, scope, or constraints differ |
Local state lives in
~/decide/:
~/decide/memory.md~/decide/decisions.md~/decide/domains/The packaged guides
components.md, confidence.md, and exceptions.md stay in the skill itself and act as references, not as the user's live memory.
~/decide/.SKILL.md.Install with
clawhub install <slug> if user confirms:
escalate - Control broad ask-vs-act boundaries around risky actionsself-improving - Learn execution lessons without conflating them with decision rulesmemory - Keep broader long-term context and user continuityproactivity - Push the next step while respecting confirmed decision defaultsclawhub star decideclawhub syncNo automatic installation available. Please visit the source repository for installation instructions.
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