analyze
Analyze
This skill guides deep, evidence-based analysis of situations, decisions, and open questions. It produces iterative, multi-angle understanding — not quick answers.
The core stance: understand before concluding. Gather context, challenge assumptions, trace implications transitively, ground claims in evidence, and iterate until the analysis is genuinely useful.
Analysis is conversational by default — findings are delivered in the conversation, not as persistent artifacts. For formal evidence-based reports with citations and persistent output, use /research instead.
When to use this skill
| Situation | Use |
|---|---|
| User asks to analyze, evaluate, or think through a decision / situation / question | This skill |
| User asks "help me think about X" or "what are the implications of Y" | This skill |
| Need a formal evidence-based report with citations and persistent artifacts | /research |
| Need to design and specify a feature or product | /spec |
| Need to understand code patterns, trace call chains, or map surface areas | /explore |
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Orchestrate any code change from requirements to review-ready branch — scope-calibrated from small fixes to full features. Composes /spec, /implement, and /research with depth that scales to the task: lightweight spec and direct implementation for bug fixes and config changes, full rigor for features. Produces tested, locally reviewed, documented code on a feature branch. The developer pushes the branch and creates the PR. Use for ALL implementation work regardless of perceived scope — the workflow adapts depth, never skips phases. Triggers: ship, ship it, feature development, implement end to end, spec to PR, implement this, fix this, let's implement, let's go with that, build this, make the change, full stack implementation, autonomous development.
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