The library

gsd:forensics · Understanding why a GSD workflow got stuck or failed, with data-grounded diagnostic findings rather than speculation.

rechtsabteilung-vga-geschaeftsfuehrer · German legal compliance checks on manager/board compensation with AO § 6a and EStG § 8(3) focus, providing legal-memo output ready for Rechtsabteilung.

gsd:from-gsd2 · Reverse-migrating legacy GSD-2 projects back to v1 format while preserving completion state and phase hierarchy.

sc-estimate · Planning timelines and resource allocation with transparent confidence levels rather than false precision.

gsd:graphify · Maintaining a queryable knowledge graph of project decisions, artifacts, and relationships without manual documentation.

gsd:health · Validating .planning/ integrity before running major workflow operations, catching configuration drift early.

delaying-tasks · Waiting for external state (CI pipeline, PR status, scheduled check) with bounded polling and clean output.

cognitive-load · Reducing extraneous cognitive load in interfaces and onboarding via chunking, progressive disclosure, and defaults rather than generic UX advice.

gsd:import · Ingesting external planning artifacts without overwriting existing project decisions, using conflict detection as a safety gate.

dice-roller · Resolving skill checks, attack rolls, damage, initiative, and saving throws in tabletop RPG adventures with deterministic outcomes.

gsd:inbox · Batch triaging inbox of issues/PRs without manual review of each, surfacing incomplete submissions for rejection.

eigenflux-localtest · Autonomously validating completed changes in EigenFlux without manual test invocation, using source-to-test mapping to run only affected suites.

gsd:ingest-docs · Consolidating pre-existing planning documents (ADRs, PRDs, specs) into a GSD project without losing context or forcing new documentation.

page-cro · Improving conversion rates on landing pages and marketing sites via structure and copy changes rather than generic design tips.

gsd:insert-phase · Handling urgent work discovered mid-milestone without renumbering the entire roadmap.

alphaear-sentiment · Scoring sentiment on bulk financial news when local FinBERT speed outweighs LLM latency.

gsd:intel · Maintaining searchable codebase intelligence index across multiple project subsystems.

svelte-engineering.skill · Enforcing Svelte 5 rune patterns and SvelteKit architecture consistency in team projects.

eisenhower-triage · Fast triage of mixed-urgency task lists without deep prioritization frameworks.

review-design · Catching architecture violations (anti-patterns, security, coupling) before code review.

gsd:list-phase-assumptions · Exposing hidden assumptions in phase planning so users can correct course before work starts.

linear · Automating Linear issue workflows without leaving the terminal or UI.

gsd:map-codebase · Generating first-time codebase documentation via parallel analysis of structure, tech, and risks.

forge · Abstracting GitHub/GitLab/Gitea differences so one workflow works across multiple forge providers.

pmm-sherpa · Accessing curated PMM expertise and 38K-chunk corpus without manual research or generic advice.

gsd:milestone-summary · Onboarding new team members or reviewers with a single structured summary from milestone artifacts.

seo-data · Querying real SEO metrics (GSC/GA4/Bing) directly against user's own verified properties.

gsd:mvp-phase · Converting fuzzy user stories into validated vertical slices via SPIDR splitting before planning.

codex-execpolicy · Defining and validating command execution policies so Codex respects org/project security rules.

higgsfield-cinematic-prompt · Generating cinematic video scripts with second-by-second camera/music/text direction for product ads.

gsd:new-milestone · Bootstrapping milestone planning with standard artifact templates and folder structure.

deploy-planner · Orchestrating multi-phase rollouts with environment, approval, and risk gates.

gsd:new-project · Initializing project planning structure (roadmap, requirements, phases, milestones) in one call.

summarize · Condensing large documents into cited key points for team alignment or decision-making.

fullstack-coder · Shipping end-to-end features (backend + frontend + tests) without context-switching between roles.

gsd:new-workspace · Isolating multi-repo feature work when you need independent .planning/ folders per feature branch.

ti-install-sig · Discovering mruby type landscape when starting a task in unfamiliar dynamic-typed codebases.

market-scout · Preventing wasteful engineering by validating demand before any code when competitors are unclear.

changelog · Auto-generating changelogs from git when manual note-taking during development is error-prone.

mvp-scoper · Ruthlessly cutting scope bloat to 5-7 core features when launch speed beats feature completeness.

gsd:note · Context-switching quickly between fleeting ideas when one-Write calls beat structured TODO setup.

issue-triage-sensei-hacker-inav-claude · Quickly identifying readily-solvable issues when managing 100+ open GitHub issues in OSS projects.

saas-accelerator · Shipping an MVP from raw idea to deployment-ready when multi-agent coordination beats solo engineering.

graphql-implementation · Building strongly-typed flexible APIs when client query variations beat fixed REST endpoints.

schema-designer · Preventing data integrity issues when schema changes later become prohibitively expensive.

security-auditor-saas · Blocking deployment when OWASP Top 10 vectors would otherwise reach production.

gsd:plan-phase · Creating executable plans with integrated research when planning quality directly impacts execution.

system-architect · Eliminating spaghetti architecture when deliberate choices before coding prevent costly refactors.

sequences · Automating multi-step outreach when per-step approval gates and reply tracking matter.

test-engineer · Blocking bugs before QA when automated test coverage beats manual testing ROI.