About flywheel
flywheel is an agent skill for running repeated project cycles in which progress is measured by quality-cleared reusable templates and modules, not accumulated code. It coordinates framing, building, real-surface testing, retrospectives, and decisions about the next pass.
Key features
- 01Frames a thesis and quality gates
- 02Builds a complete vertical slice
- 03Tests through the artifact’s real surface
- 04Uses retrospectives to guide next steps
- 05Versions only templates or modules that pass gates
Use cases
- 01Managing repeated product development cycles
- 02Testing a web, API, or desktop artifact on its real surface
- 03Choosing whether to iterate or restart
Install
Copy the command and run it in a terminal.
$
npx skills add https:/ / github.com/ lilmgenius/ paperthin --skill flywheelAfter installing, type/flywheelin Claude Code to confirm it loaded.
Details
From the project READMERun the cycle so learning compounds and code accumulation does not masquerade as progress.
Goal
flywheel keeps a project moving through repeated turns:
FRAME -> BUILD -> DRIVE -> RETRO -> HATE -> RE0-WORK -> BUILD AGAIN
The unit of progress is not hours, files, panels, or features. It is the count of quality-cleared templates, reusable platform modules, and anti-patterns eliminated in later cycles.
Workflow
- Frame the thesis and quality gates.
- Build one complete vertical slice.
- Drive it through the real surface: browser for web apps, HTTP for API contracts, computer-use for desktop apps, and CLI only for data-shaped artifacts.
- Run
retroto extract lessons, anti-patterns, and next-cycle gates. - Decide whether the next pass iterates in place or uses
re0-work; when that call or the next move is unclear,nbareads the cycle state and returns the single next action. - Kill the next plan before build: use the project's adversarial review skill or a human-invoked attack when that skill is user-only.
- Version only templates or modules that clear their gates.
Rules
- Tests are supporting evidence, not the gate; every turn needs a real-surface proof sized to the artifact.
- Do not widen before the core loop clears.
- Do not confuse generated variety with structural variety. If many outputs converge to the same shape, the cycle failed the variety gate.
- Preserve negative corpus so later cycles can prove the same anti-pattern is gone.
- Let code die. A restart that preserves the right lessons is progress.
- Stop a lap when no outside truth enters; add evidence before another internal pass.
Verification
Before finishing a lap:
- The real surface was driven and evidence was captured.
- The retro names at least one lesson, anti-pattern, or gate that affects the next pass.
- The keep/iterate/re0-work decision is explicit.
- Any version label belongs only to a quality-cleared template or module.
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