A methodology kit for Claude Code that drives feature work through acceptance test driven development, with spec-first artifacts, architecture checks, and a CRAP analyzer for risk-based refactor and test plans on changed code.
@swingermanA methodology kit for engineering-led AI development, spec-driven, test-driven, charter-bound. ATDD + mutation testing + deterministic guardrails. AI agents do the typing. Engineers stay in charge of architecture, behavior contracts, and verification.
@swingermanUse to check a feature's code against the charter's architecture rules — dependency layering, cycles, forbidden patterns, file…
@swingermanUse to check a feature's code against the charter's architecture rules — dependency layering, cycles, forbidden patterns, file…
@swingermanUse to drive feature work through the Acceptance Test Driven Development workflow — Given/When/Then specs before code, a…
@swingermanUse to drive feature work through the Acceptance Test Driven Development workflow — Given/When/Then specs before code, a…
@swingermanUse to add a third validation layer to the ATDD workflow — after acceptance tests verify WHAT and unit tests verify HOW, mutation…
@swingermanUse to add a third validation layer to the ATDD workflow — after acceptance tests verify WHAT and unit tests verify HOW, mutation…
@swingermanUse to orchestrate a team-based ATDD workflow — six phases (spec writing, spec review, pipeline generation, implementation,…
@swingermanUse to orchestrate a team-based ATDD workflow — six phases (spec writing, spec review, pipeline generation, implementation,…
@swingermanUse when a single DAE artifact has ambiguities to resolve. Triggers — "/engineer.clarify", "clarify this spec", "resolve…
@swingermanUse when a single DAE artifact has ambiguities to resolve. Triggers — "/engineer.clarify", "clarify this spec", "resolve…
@swingermanUse to validate DAE artifacts for schema correctness and cross-artifact consistency. Triggers — "/engineer.consistency-check",…
@swingermanUse to validate DAE artifacts for schema correctness and cross-artifact consistency. Triggers — "/engineer.consistency-check",…
@swingermanDAE formal verifier. Checks one target function against one confirmed invariant with TLA+ (interleavings, state machines) or Lean…
@swingermanDAE formal verifier. Checks one target function against one confirmed invariant with TLA+ (interleavings, state machines) or Lean…
@swingermanDAE gauntlet critic. Grades one candidate against a concrete reference (the bar) and returns a single falsifiable gap, or…
@swingermanDAE gauntlet critic. Grades one candidate against a concrete reference (the bar) and returns a single falsifiable gap, or…
@swingermanDAE review-panel adviser. Constructive senior review of a checkpoint artifact (acs.md at CP2, plan.md at CP4): what is missing,…
@swingermanDAE review-panel adviser. Constructive senior review of a checkpoint artifact (acs.md at CP2, plan.md at CP4): what is missing,…
@swingermanDAE review-panel advocate. Adversarial review of a checkpoint artifact (acs.md at CP2, plan.md at CP4). Assumes at least one…
@swingermanDAE review-panel advocate. Adversarial review of a checkpoint artifact (acs.md at CP2, plan.md at CP4). Assumes at least one…
@swingermanUse this agent when generating or updating the acceptance test generator for a project, or when the user asks to "build the…
@swingermanUse this agent when generating or updating the acceptance test generator for a project, or when the user asks to "build the…
@swingermanDAE refine reviewer. Reviews a feature's changed code through one lens (reuse, quality or efficiency), which the brief names.…
@swingermanDAE refine reviewer. Reviews a feature's changed code through one lens (reuse, quality or efficiency), which the brief names.…
@swingermanStart the ATDD workflow for a new feature. Optionally provide a feature description as an argument.
@swingermanStart the ATDD workflow for a new feature. Optionally provide a feature description as an argument.
@swingermanOptional mutant IDs or file path to focus on (e.g., "src/auth.ts" or "1,3,5" for specific mutant IDs)
@swingermanOptional mutant IDs or file path to focus on (e.g., "src/auth.ts" or "1,3,5" for specific mutant IDs)
@swingermanOptional target path or flags (e.g., "src/auth/" to mutate only auth module)
@swingermanOptional target path or flags (e.g., "src/auth/" to mutate only auth module)
@swingermanAudit GWT acceptance test specs for implementation leakage. Optionally provide a specific file path.
@swingermanAudit GWT acceptance test specs for implementation leakage. Optionally provide a specific file path.
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