iterate
Skill0 starsChanged 5 days agoMITView on GitHub
Phase 5 of the Builder Method — check that the built product does its job, flow by flow, review Claude's decisions, sort feedback into fix now / next version / discard, and loop back to Build for fixes. Use when the first version is built and the user wants to test or improve it, or runs /builder:iterate.
13 other projects use a version of this.
Adopted by
Most recently taken up by
- RohiRIK/skillstheir own version, first seen Nov 15, 2026
- 5thlayer/skillworkstheir own version, first seen Nov 8, 2026
- viktorsboroviks/skillstheir own version, first seen Nov 8, 2026
- devjiwonchoi/skillstheir own version, first seen Nov 8, 2026
- jingzhao-l/iterate-skilltheir own version, first seen Nov 7, 2026
- lalulali/vespyrtheir own version, first seen Nov 6, 2026
Used with
Projects with it also use test, writing-for-agents and 4 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
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Other versions13 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 13
- OpenHands/extensions★ 167same name
- lalulali/vespyr★ 11same name
- bkraad47/ramen★ 4same name
- devjiwonchoi/skills★ 2same name
- jingzhao-l/iterate-skill★ 2same name
- marcuskrogh/skills★ 1same name
- RohiRIK/skills★ 1same name
- scottlivingston/claude-skills★ 1same name
- trevorbyrum/claude-skills-suite★ 1same name
- viktorsboroviks/skills★ 1same name
3 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 2 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 13 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 17
If you have no shell tool, you can still record results the user tells you, but you can't launch the app.
- Distinctive: line 45
If "fix now" has items:
- Very specific: line 47
Add one task per fix to builder/04-plan.md, under a heading ## Cycle <new cycle> — fixes, in exactly the plan format, one line per field: …
- Very specific: line 52
If "fix now" is empty, every flow is pass, and no decisions are pending:
- Very specific: line 56
Update the progress page, and close by suggesting /builder:next.
“Common” is measured: kept by at least 6 in 10 of the 13 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Phase 5 · Iterate
Goal: confirm that the product does its job, and collect feedback to improve it.
Input: the built product, builder/02-prd.md, builder/decisions.md.
Output: builder/05-validation.md, flow results in state.flows, and either a validated product or a new build cycle.
Read and follow:
${CLAUDE_PLUGIN_ROOT}/skills/_shared/tone.md${CLAUDE_PLUGIN_ROOT}/skills/_shared/state-rules.md${CLAUDE_PLUGIN_ROOT}/skills/_shared/gates.md: apply the Iterate gate.
If you have no shell tool, you can still record results the user tells you, but you can't launch the app. Say so, and suggest Claude Code.
Set phases.iterate.status to in_progress and currentPhase to iterate.
Step 1 · validate
- Delegate to the
qasubagent (Agent tool,subagent_type: "builder:qa"). It writesbuilder/05-validation.mdfrom${CLAUDE_PLUGIN_ROOT}/skills/iterate/templates/05-validation.md: one## F<n> — <name>section per flow, with a checkbox per acceptance criterion. If the subagent tool isn't available, write it yourself following${CLAUDE_PLUGIN_ROOT}/agents/qa.md. - Unless the user already tested it, launch the app (the
devscript), tell them how to open it, and walk them through one flow at a time: "Try this… Did you see that?" - For each flow, record the outcome:
- in the file: tick the boxes, set
Result: passorResult: fail, and add notes in the user's words; - in the state: set the flow's
validationtopassorfail.
- in the file: tick the boxes, set
- Tell them which decisions you took on your own that deserve a look, and what to focus on before approving.
Step 2 · decisions
Go through every Status: pending entry in builder/decisions.md, in plain words. For each one, the user keeps it (Status: kept) or changes it (Status: changed, plus a line saying what to change; that change becomes a "fix now" item). Update state.decisions.pending to the number still pending (normally 0).
Step 3 · triage
Collect every failed flow, requested change and new idea in the "Triage" table of 05-validation.md, each marked:
- fix now: needed for this version to work as the PRD says (failed flows usually go here);
- next version: worth doing later. Add it to the PRD's "Non-goals" under "Next version";
- discard.
Suggest a classification. The user decides.
Step 4 · loop
If "fix now" has items:
- Increase
state.cycleby 1. - Add one task per fix to
builder/04-plan.md, under a heading## Cycle <new cycle> — fixes, in exactly the plan format, one line per field:### T<next n> — <title>, thenCovers: <flows>,Check: …,Model: …, andCycle: <new cycle>. Add them tostate.taskswithcycle: <new cycle>. - Set Build back to
in_progress, with itsbuildsteppending, and setcurrentPhasetobuild. Leave Iteratein_progress. - Prepare Iterate for re-checking the fixes: set every step in
phases.iterate.stepsback topending, and set every flow whose validation isfail(and any flow a fix touches) back topending. The next validation pass rewrites05-validation.mdfor the new cycle, so the "fix now" items are not planned twice. - Tell the user what will be fixed, and continue with
/builder:build, unless they asked you to stop after planning.
If "fix now" is empty, every flow is pass, and no decisions are pending:
- set
review: reviewedin05-validation.md, and mark Iterate and its stepsdone(loopisskipped); - set
currentPhasetoship.
Update the progress page, and close by suggesting /builder:next.
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

