The library

gsd:debug · Investigating bugs that require multiple test cycles and evidence accumulation, when you want the investigation context isolated from main work.

competitive-analysis · Deciding what to build next when you want to understand competitor advantage and vulnerability with evidence, not opinions.

gsd:discuss-phase · Starting a phase when you want the system to ask smart questions that avoid re-asking decisions already locked by prior phases.

filescom-messages · Posting or querying project messages when Files.com is your project management system and you want API-first automation.

gsd:do · When you know what you want to accomplish but aren't sure which /gsd-* command to invoke.

gsd:docs-update · Keeping documentation in sync with code when you want codebase facts verified instead of hallucinated, or auditing existing docs for staleness.

gsd:eval-review · Finishing a phase when you want to verify evaluation coverage aligned with the plan, or identifying what post-launch monitoring is needed.

maintenance · Periodic health checks of a Samara organism installation when you want to detect drift and repair symlinks/services automatically.

microsoft-style · Aligning technical documentation with Microsoft style when you publish alongside Microsoft product docs and need reader consistency.

gsd:execute-phase · Executing a phase when you want parallelized execution with optional wave filtering for pacing or quota management.

anti-ai-writing · Sharpening polished human drafts to strip ChatGPT-isms (banned words, phrases, structures) without altering substance or voice.

gsd:explore · Thinking through ideas before committing to plans, routing outputs into structured project artifacts.

web_search_enricher · Filling postal code → municipality gaps in data records when deterministic database lookups fail and confidence is low.

gsd:extract-learnings · Capturing decisions and patterns discovered during a phase before moving to the next one, enabling continuous learning cycles.

gsd:fast · Quick fixes (typos, config tweaks, small refactors, forgotten commits) that don't justify planning overhead.

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.