The library

inspiration-analyzer · Finding patterns in visual references

docx-toolkit · Batch legal document extraction and transformation

moodboard-creator · Design concept development and mood alignment

document-processing-xlsx · Spreadsheet automation and data extraction

trend-researcher · Staying current with emerging visual trends

legal-citation-automator · Batch footnote repairs in Word documents when citation text is already verified and DOCX compatibility matters.

typography-selector · Finding cohesive font pairings with Google Fonts that avoid overused defaults while staying accessible.

legal-citation-comprehensive · Complex legal citation diagnosis across multiple source types when the handbook rule index is available locally.

lagoon-customer-support · Scaling consistent support responses across a team when vault transaction context is available.

qwen-vision · Understanding motion, transitions, and temporal sequences in video when frame-by-frame analysis is insufficient.

legal-homework-formatter · Formatting Chinese legal homework to course standards when the reference template or PPT is available.

mcp-activation · Exposing live runtime state to agents when database queries and dynamic operations are needed.

gsd:add-backlog · Parking unsequenced ideas in the roadmap when they're not yet ready for active planning.

react-component-dev · Designing reusable React components with clear responsibility boundaries and accessible HTML defaults.

gsd:add-phase · Adding phases to the active milestone when the roadmap is the system of record.

new-feature · Scaffolding features with full spec directories when requirements, design, and tasks need upfront planning.

gsd:add-tests · Generating tests from phase specifications when UAT criteria and RED-GREEN workflows guide coverage.

eilrechtsschutz-paragraf-80-vwgo · Advising on German administrative law emergency relief when norm anchors, case law, and evidence gaps are explicitly tracked.

gsd:add-todo · Capturing ad-hoc tasks from conversations when they need structured storage and state tracking.

gsd:ai-integration-phase · Designing AI systems with framework selection and evaluation strategy when the phase involves LLM integration.

gsd:analyze-dependencies · Detecting phase sequencing conflicts when the roadmap is large and cross-dependencies are hard to track.

gsd:audit-fix · Resolving phase audit failures when structured repair workflows are needed.

Things · Syncing tasks between code projects and Things.app when native AppleScript integration is available.

gsd:audit-milestone · Validating milestone structure when gate enforcement before launch is required.

review-camino-school-lanttern · Assessing school designs against learning outcomes when pedagogy expertise is embedded in the skill.

gsd:audit-uat · Finishing a milestone when you need to inventory all remaining test work before closing.

ctx-purge · Clearing polluted knowledge bases after task context corruption or starting fresh on a new unrelated project.

gsd:autonomous · Running multi-phase milestones end-to-end when you want the system to handle phase transitions and blockers without manual routing.

implement-backlog-api-tool · Adding new MCP tools to a Backlog server when the API endpoint is documented and the backlog-js client already implements the method.

gsd:check-todos · Quick context-switching when you have a backlog of small tasks and want the system to surface one with full context automatically.

gsd:cleanup · Keeping .planning/phases/ lean by archiving old milestone phases after moving to next version.

gsd:code-review · Finishing a phase when you want machine-assisted code quality review before merging, with control over depth vs time.

deploy · Standing up a multi-service stack (API, DB, cache) locally or in production with health checks and rollback guardrails.

gsd:complete-milestone · Closing out a versioned release when you want to archive scope, lock requirements, and create a git-tagged historical record.

feature-prioritizer · Deciding which features to build next when you have a backlog and want a repeatable scoring framework that works across teams.

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.