Pre-built code templates and patterns for scientific computing and schematics in Claude. Accelerates development with reusable solutions for technical projects.
200 skills · 2 MCP servers
Meta-prompting and spec-driven development system for Claude Code. Productivity framework for structured AI-assisted development.
Plugin gsd-build-get-shit-done from marketplace cascade-code-general-misc-4 in joshuarweaver/cascade-code-general-misc-4. Commands read from the repo's manifest — 1 month ago.
/gsd-build-get-shit-done:gsd:add-testsGenerate tests for a completed phase based on UAT criteria and implementation
/gsd-build-get-shit-done:gsd:ai-integration-phaseGenerate an AI-SPEC.md design contract for phases that involve building AI systems.
/gsd-build-get-shit-done:gsd:audit-fixAutonomous audit-to-fix pipeline — find issues, classify, fix, test, commit
/gsd-build-get-shit-done:gsd:audit-milestoneAudit milestone completion against original intent before archiving
/gsd-build-get-shit-done:gsd:audit-uatCross-phase audit of all outstanding UAT and verification items
/gsd-build-get-shit-done:gsd:autonomousRun all remaining phases autonomously — discuss→plan→execute per phase
/gsd-build-get-shit-done:gsd:captureCapture ideas, tasks, notes, and seeds to their destination
/gsd-build-get-shit-done:gsd:cleanupArchive accumulated phase directories from completed milestones
/gsd-build-get-shit-done:gsd:code-reviewReview source files changed during a phase for bugs, security issues, and code quality problems
/gsd-build-get-shit-done:gsd:complete-milestoneArchive completed milestone and prepare for next version
/gsd-build-get-shit-done:gsd:configConfigure GSD settings — workflow toggles, advanced knobs, integrations, and model profile
/gsd-build-get-shit-done:gsd:debugSystematic debugging with persistent state across context resets
/gsd-build-get-shit-done:gsd:discuss-phaseGather phase context through adaptive questioning before planning.
/gsd-build-get-shit-done:gsd:docs-updateGenerate or update project documentation verified against the codebase
/gsd-build-get-shit-done:gsd:eval-reviewAudit an executed AI phase's evaluation coverage and produce an EVAL-REVIEW.md remediation plan.
/gsd-build-get-shit-done:gsd:execute-phaseExecute all plans in a phase with wave-based parallelization
/gsd-build-get-shit-done:gsd:exploreSocratic ideation and idea routing — think through ideas before committing to plans
/gsd-build-get-shit-done:gsd:extract-learningsExtract decisions, lessons, patterns, and surprises from completed phase artifacts
/gsd-build-get-shit-done:gsd:fastExecute a trivial task inline — no subagents, no planning overhead
/gsd-build-get-shit-done:gsd:forensicsPost-mortem investigation for failed GSD workflows — diagnoses what went wrong.
/gsd-build-get-shit-done:gsd:graphifyBuild, query, and inspect the project knowledge graph in .planning/graphs/
/gsd-build-get-shit-done:gsd:healthDiagnose planning directory health and optionally repair issues
/gsd-build-get-shit-done:gsd:helpShow available GSD commands and usage guide
/gsd-build-get-shit-done:gsd:importIngest external plans with conflict detection against project decisions before writing anything.
/gsd-build-get-shit-done:gsd:inboxTriage and review open GitHub issues and PRs against project templates and contribution guidelines.
/gsd-build-get-shit-done:gsd:ingest-docsBootstrap or merge a .planning/ setup from existing ADRs, PRDs, SPECs, and docs in a repo.
/gsd-build-get-shit-done:gsd:managerInteractive command center for managing multiple phases from one terminal
/gsd-build-get-shit-done:gsd:map-codebaseAnalyze codebase with parallel mapper agents to produce .planning/codebase/ documents
/gsd-build-get-shit-done:gsd:milestone-summaryGenerate a comprehensive project summary from milestone artifacts for team onboarding and review
/gsd-build-get-shit-done:gsd:mvp-phasePlan a phase as a vertical MVP slice — user story, SPIDR splitting, then plan-phase
/gsd-build-get-shit-done:gsd:new-milestoneStart a new milestone cycle — update PROJECT.md and route to requirements
/gsd-build-get-shit-done:gsd:new-projectInitialize a new project with deep context gathering and PROJECT.md
/gsd-build-get-shit-done:gsd:ns-contextcodebase intelligence | map graphify docs learnings
/gsd-build-get-shit-done:gsd:ns-ideateexploration capture | explore sketch spike spec capture
/gsd-build-get-shit-done:gsd:ns-manageconfig workspace | workstreams thread update ship inbox
/gsd-build-get-shit-done:gsd:ns-projectproject lifecycle | milestones audits summary
/gsd-build-get-shit-done:gsd:ns-reviewquality gates | code review debug audit security eval ui
/gsd-build-get-shit-done:gsd:ns-workflowworkflow | discuss plan execute verify phase progress
/gsd-build-get-shit-done:gsd:pause-workCreate context handoff when pausing work mid-phase
/gsd-build-get-shit-done:gsd:phaseCRUD for phases in ROADMAP.md — add, insert, remove, or edit phases
/gsd-build-get-shit-done:gsd:plan-phaseCreate detailed phase plan (PLAN.md) with verification loop
/gsd-build-get-shit-done:gsd:plan-review-convergenceCross-AI plan convergence loop — replan with review feedback until no HIGH concerns remain.
/gsd-build-get-shit-done:gsd:pr-branchCreate a clean PR branch by filtering out .planning/ commits — ready for code review
/gsd-build-get-shit-done:gsd:profile-userGenerate developer behavioral profile and create Claude-discoverable artifacts
/gsd-build-get-shit-done:gsd:progressCheck progress, advance workflow, or dispatch freeform intent — the unified GSD situational command
/gsd-build-get-shit-done:gsd:quickExecute a quick task with GSD guarantees (atomic commits, state tracking) but skip optional agents
/gsd-build-get-shit-done:gsd:resume-workResume work from previous session with full context restoration
/gsd-build-get-shit-done:gsd:review-backlog/gsd-build-get-shit-done:gsd:review/gsd-build-get-shit-done:gsd:secure-phase/gsd-build-get-shit-done:gsd:settings/gsd-build-get-shit-done:gsd:ship/gsd-build-get-shit-done:gsd:sketch/gsd-build-get-shit-done:gsd:spec-phase/gsd-build-get-shit-done:gsd:spike/gsd-build-get-shit-done:gsd:stats/gsd-build-get-shit-done:gsd:surface/gsd-build-get-shit-done:gsd:thread/gsd-build-get-shit-done:gsd:ui-phase/gsd-build-get-shit-done:gsd:ui-review/gsd-build-get-shit-done:gsd:ultraplan-phase/gsd-build-get-shit-done:gsd:undo/gsd-build-get-shit-done:gsd:update/gsd-build-get-shit-done:gsd:validate-phase/gsd-build-get-shit-done:gsd:verify-work/gsd-build-get-shit-done:gsd:workspace/gsd-build-get-shit-done:gsd:workstreamsgsd-advisor-researcherResearches a single gray area decision and returns a structured comparison table with rationale. Spawned by discuss-phase advisor mode.
gsd-ai-researcherResearches a chosen AI framework's official docs to produce implementation-ready guidance — best practices, syntax, core patterns, and pitfalls distilled for the specific use case. Writes the Framework Quick Reference and Implementation Guidance sections of AI-SPEC.md. Spawned by /gsd:ai-integration
gsd-assumptions-analyzerDeeply analyzes codebase for a phase and returns structured assumptions with evidence. Spawned by discuss-phase assumptions mode.
gsd-code-fixerApplies fixes to code review findings from REVIEW.md. Reads source files, applies intelligent fixes, and commits each fix atomically. Spawned by /gsd:code-review --fix.
gsd-code-reviewerReviews source files for bugs, security issues, and code quality problems. Produces structured REVIEW.md with severity-classified findings. Spawned by /gsd:code-review.
gsd-codebase-mapperExplores codebase and writes structured analysis documents. Spawned by map-codebase with a focus area (tech, arch, quality, concerns). Writes documents directly to reduce orchestrator context load.
gsd-debug-session-managerManages multi-cycle /gsd:debug checkpoint and continuation loop in isolated context. Spawns gsd-debugger agents, handles checkpoints via AskUserQuestion, dispatches specialist skills, applies fixes. Returns compact summary to main context. Spawned by /gsd:debug command.
gsd-debuggerInvestigates bugs using scientific method, manages debug sessions, handles checkpoints. Spawned by /gsd:debug orchestrator.
gsd-doc-classifierClassifies a single planning document as ADR, PRD, SPEC, DOC, or UNKNOWN. Extracts title, scope summary, and cross-references. Spawned in parallel by /gsd:ingest-docs. Writes a JSON classification file and returns a one-line confirmation.
gsd-doc-synthesizerSynthesizes classified planning docs into a single consolidated context. Applies precedence rules, detects cross-ref cycles, enforces LOCKED-vs-LOCKED hard-blocks, and writes INGEST-CONFLICTS.md with three buckets (auto-resolved, competing-variants, unresolved-blockers). Spawned by /gsd:ingest-docs.
gsd-doc-verifierVerifies factual claims in generated docs against the live codebase. Returns structured JSON per doc.
gsd-doc-writerWrites and updates project documentation. Spawned with a doc_assignment block specifying doc type, mode (create/update/supplement), and project context.
gsd-domain-researcherResearches the business domain and real-world application context of the AI system being built. Surfaces domain expert evaluation criteria, industry-specific failure modes, regulatory context, and what "good" looks like for practitioners in this field — before the eval-planner turns it into measurab
gsd-eval-auditorRetroactive audit of an implemented AI phase's evaluation coverage. Checks implementation against the AI-SPEC.md evaluation plan. Scores each eval dimension as COVERED/PARTIAL/MISSING. Produces a scored EVAL-REVIEW.md with findings, gaps, and remediation guidance. Spawned by /gsd:eval-review orchest
gsd-eval-plannerDesigns a structured evaluation strategy for an AI phase. Identifies critical failure modes, selects eval dimensions with rubrics, recommends tooling, and specifies the reference dataset. Writes the Evaluation Strategy, Guardrails, and Production Monitoring sections of AI-SPEC.md. Spawned by /gsd:ai
gsd-executorExecutes GSD plans with atomic commits, deviation handling, checkpoint protocols, and state management. Spawned by execute-phase orchestrator or execute-plan command.
gsd-framework-selectorPresents an interactive decision matrix to surface the right AI/LLM framework for the user's specific use case. Produces a scored recommendation with rationale. Spawned by /gsd:ai-integration-phase and /gsd-select-framework orchestrators.
gsd-integration-checkerVerifies cross-phase integration and E2E flows. Checks that phases connect properly and user workflows complete end-to-end.
gsd-intel-updaterAnalyzes codebase and writes structured intel files to .planning/intel/.
gsd-nyquist-auditorFills Nyquist validation gaps by generating tests and verifying coverage for phase requirements
gsd-pattern-mapperAnalyzes codebase for existing patterns and produces PATTERNS.md mapping new files to closest analogs. Read-only codebase analysis spawned by /gsd:plan-phase orchestrator before planning.
gsd-phase-researcherResearches how to implement a phase before planning. Produces RESEARCH.md consumed by gsd-planner. Spawned by /gsd:plan-phase orchestrator.
gsd-plan-checkerVerifies plans will achieve phase goal before execution. Goal-backward analysis of plan quality. Spawned by /gsd:plan-phase orchestrator.
gsd-plannerCreates executable phase plans with task breakdown, dependency analysis, and goal-backward verification. Spawned by /gsd:plan-phase orchestrator.
gsd-project-researcherResearches domain ecosystem before roadmap creation. Produces files in .planning/research/ consumed during roadmap creation. Spawned by /gsd:new-project or /gsd:new-milestone orchestrators.
gsd-research-synthesizerSynthesizes research outputs from parallel researcher agents into SUMMARY.md. Spawned by /gsd:new-project after 4 researcher agents complete.
gsd-roadmapperCreates project roadmaps with phase breakdown, requirement mapping, success criteria derivation, and coverage validation. Spawned by /gsd:new-project orchestrator.
gsd-security-auditorVerifies threat mitigations from PLAN.md threat model exist in implemented code. Produces SECURITY.md. Spawned by /gsd:secure-phase.
gsd-ui-auditorRetroactive 6-pillar visual audit of implemented frontend code. Produces scored UI-REVIEW.md. Spawned by /gsd:ui-review orchestrator.
gsd-ui-checkerValidates UI-SPEC.md design contracts against 6 quality dimensions. Produces BLOCK/FLAG/PASS verdicts. Spawned by /gsd:ui-phase orchestrator.
gsd-ui-researcherProduces UI-SPEC.md design contract for frontend phases. Reads upstream artifacts, detects design system state, asks only unanswered questions. Spawned by /gsd:ui-phase orchestrator.
gsd-user-profilerAnalyzes extracted session messages across 8 behavioral dimensions to produce a scored developer profile with confidence levels and evidence. Spawned by profile orchestration workflows.
gsd-verifierVerifies phase goal achievement through goal-backward analysis. Checks codebase delivers what phase promised, not just that tasks completed. Creates VERIFICATION.md report.
Pre-built code templates and patterns for scientific computing and schematics in Claude. Accelerates development with reusable solutions for technical projects.
200 skills · 2 MCP servers
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