sbusso/coderkit

commit

Use when the user explicitly authorizes Git or publication actions: verify repository state, then commit, push, open a pull request, tag, release, or deploy only as authorized.

debug

Use for non-trivial unexpected behavior or reported defects that require causal investigation: reproduce the issue, trace the real path, and isolate the root cause before an authorized fix.

explore

Use when a substantive development request has meaningful solution uncertainty: trace real flows, compare genuinely different approaches, and choose a direction. Skip when the path is already clear.

implement

Use for substantive code changes where a structured build loop adds value. Implement the approved request or plan with proportionate verification; skip for trivial edits.

plan

Use when complexity, risk, or multiple dependent units justify a durable implementation plan. Skip for small, already-clear changes.

verify

Use when the user requests a review or when change risk justifies an independent verification pass: run real checks and assess correctness, security, and regressions.

commit

Use when the user explicitly authorizes Git or publication actions: verify repository state, then commit, push, open a pull request, tag, release, or deploy only as authorized.

debug

Use for non-trivial unexpected behavior or reported defects that require causal investigation: reproduce the issue, trace the real path, and isolate the root cause before an authorized fix.

explore

Use when a substantive development request has meaningful solution uncertainty: trace real flows, compare genuinely different approaches, and choose a direction. Skip when the path is already clear.

implement

Use for substantive code changes where a structured build loop adds value. Implement the approved request or plan with proportionate verification; skip for trivial edits.

plan

Use when complexity, risk, or multiple dependent units justify a durable implementation plan. Skip for small, already-clear changes.

verify

Use when the user requests a review or when change risk justifies an independent verification pass: run real checks and assess correctness, security, and regressions.