The library

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

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

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

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

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

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

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

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

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

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

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

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

gsd:remove-phase · Cleanly deleting unstarted work from roadmap without orphaned markers cluttering context.

gsd:research-phase · Delegating technical research to a fresh-context subagent before planning expensive work.

gsd:review-backlog · Systematically triaging project tasks and surfacing critical path blockers.

gsd:sketch-wrap-up · Distilling throwaway sketches into persistent design skills

gsd:sketch · Exploring design directions with fast HTML mockup variants

gsd:spec-phase · Clarifying phase requirements with Socratic interview before discuss-phase

gsd:spike-wrap-up · Converting research findings into reusable project-local skills

gsd:spike · Fast exploratory research on technical unknowns before planning

gsd:stats · When you need a single authoritative view of all project phases, plans, and metrics across the entire codebase.

red-team-review · When complex work needs independent adversarial critique before commitment, especially for architectures and research.

gsd:ui-phase · When starting a frontend phase and need a design specification contract from research to verification.

gsd:validate-phase · When a phase is complete but validation coverage is unknown and needs retroactive audit and gap-filling.

gsd:verify-work · When you want conversational user acceptance testing with automatic diagnosis of found issues.

video · When you need video pages to appear in Google search carousels and rich results.

audit-plugin-l5 · When you need uncompromising enterprise security and architecture review against a 39-point L4 matrix.

kegg-analysis · When performing multi-step bioinformatics analysis (enrichment, drug targets, cross-species comparison).

human-brainstorm · Unblocking feature roadmaps by surfacing architectural gaps that current implementation could support

eval-autoresearch-fit · Identifying which skills are ready for autonomous improvement loops by assessing eval robustness

app-store-changelog · When you need user-facing release notes that filter internal-only commits automatically.

manage-marketplace · When you want to distribute plugins to multiple harnesses with version control.

liam · When you need architecture planning or maintenance diagnostics with human-readable output.

synthesize-learnings · When you want to close the loop from analysis findings into meta-skill improvements.

diatagma · When you need to model complex schemas and generate diagrams systematically.

700-clear-framework_08305a60 · Rapid iterative improvement of prompts and PRD clarity

convert-mermaid · Rasterizing diagrams to images when live rendering is unavailable.

link-checker-agent · Validating documentation and content links before deployment.

repository-inference · Automatically detecting project type and structure without explicit config.

room-migration-audit · Verifying data preservation and schema consistency before shipping Room migrations.

business-requirements-capture · Formalizing exploration captures into auditable requirements with sourcing transparency.

business-workflow-doc · Visualizing multi-step workflows and state machines from unstructured exploration captures.

discovery-planning · Hard-gating prototyping until exploration captures are formally approved.

exploration-handoff · Finalizing exploration before transitioning to prototype or build phase.

exploration-optimizer · Improving exploration session methodology over time through data-driven feedback.

exploration-session-brief · Anchoring exploration scope before discovery-planning engages the SME.

exploration-workflow · Hard-gating skill sequencing (no prototype until plan approved) in multi-phase exploration.

prototype-builder · Translating validated requirements into clickable prototypes for feedback loops.