adaptation
01Command
Adapt ticket requirements to codebase patterns, producing implementation guide.
An agentic, AI-powered workflow for Product Managers and other non-engineers to build better software with Claude Code and Codex
Command
Adapt ticket requirements to codebase patterns, producing implementation guide.
Command
Close completed epic with a Convention Guard Audit (patterns ship guards or are tagged prose-only), impact-bar-disciplined follow-up tickets (capped at 3), guard-or-ratchet boundary fixes for cross-cutting concerns, Considered-but-not-pursued closure-log, downstream impact propagation, and CLAUDE.md updates with prose…
Command
Review code quality, patterns, and architectural consistency (security issues logged only).
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Cross-model code review using OpenAI Codex for bug detection, security analysis, and surgical fixes.
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Analyze codebase and create comprehensive technical discovery report as a Linear ticket in the project, documenting patterns, architecture, and service inventory for implementation phases.
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Create comprehensive documentation for implemented features, including API docs, user guides, and technical architecture documentation with real code examples.
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Recurring cross-epic entropy audit — mechanical census + judgment review with a machine-diffable scorecard (prose-only count, guard/ratchet inventory, dead machinery, test ballast) and a doc-truth sweep of project memory. The consolidator role no per-ticket phase performs.
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Transform PRD and business requirements into capability-focused Linear epics that provide engineering teams with clear functional requirements and business context without prescribing technical implementation.
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Launch the epic-swarm-workflow dynamic workflow — a resilient, right-sized multi-agent swarm over a Linear epic (per-ticket pipeline sized to effort; STANDARD tickets run adapt→implement→test→docs→review→codex→security→merge, NOCODE/SMALL collapse to build→review→merge; reviews fail-closed).
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Orchestrate sequential execution of epic sub-tickets using dependency-aware tier scheduling with worktree isolation and full per-ticket workflow pipelines.
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Orchestrate all ticket workflow phases (adaptation → implementation → testing → documentation → codereview → codex-review → security-review) automatically.
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Generate or update service inventory files for frontend and backend to track reusable components and prevent duplication.
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Execute code implementation based on adaptation guide, focusing on delivering functionality strictly within ticket scope following established patterns.
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Technical decomposition of Linear epics into actionable implementation tickets with proper dependencies and technical specifications, using epic tickets as primary input with optional PRD, discovery report, and additional context.
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Complete a security review of the pending changes on the current branch and update Linear ticket with findings.
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Render an observability dashboard for an epic or solo ticket — phase activity, deferral discipline, impact-bar rejections, codex findings, follow-up cap, profile distribution. Shells out to scripts/swarm-stats.sh.
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Generate comprehensive test suites with edge case coverage, security testing, and performance validation for implemented features.