The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
● works · ● untested / no effect · ● hurts — every rank is measured against a no-skill baseline
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Enforce Svelte 5 best practicesskillEngineeringL2
svelte-engineering.skill · Enforcing Svelte 5 rune patterns and SvelteKit architecture consistency in team projects.
Prioritize work using Eisenhower matrixskillProductivityOpsL1
eisenhower-triage · Fast triage of mixed-urgency task lists without deep prioritization frameworks.
Review code architecture before buildingskillEngineeringL2
review-design · Catching architecture violations (anti-patterns, security, coupling) before code review.
Surface phase planning assumptionsskillOpsL1
gsd:list-phase-assumptions · Exposing hidden assumptions in phase planning so users can correct course before work starts.
Manage Linear issues from terminalskillEngineeringOpsL2
linear · Automating Linear issue workflows without leaving the terminal or UI.
Route GitHub operations through commandsskillEngineeringL2
forge · Abstracting GitHub/GitLab/Gitea differences so one workflow works across multiple forge providers.
Consult PMM expert corpus for guidanceskillMarketingL2
pmm-sherpa · Accessing curated PMM expertise and 38K-chunk corpus without manual research or generic advice.
Generate project milestone summariesskillOpsL1
gsd:milestone-summary · Onboarding new team members or reviewers with a single structured summary from milestone artifacts.
Access Google Search Console and AnalyticsskillMarketingDataL2
seo-data · Querying real SEO metrics (GSC/GA4/Bing) directly against user's own verified properties.
Plan MVP phase from user storiesskillProductOpsL2
gsd:mvp-phase · Converting fuzzy user stories into validated vertical slices via SPIDR splitting before planning.
Create and validate command policiesskillEngineeringOpsL2
codex-execpolicy · Defining and validating command execution policies so Codex respects org/project security rules.
Generate cinematic video promptsskillMarketingL1
higgsfield-cinematic-prompt · Generating cinematic video scripts with second-by-second camera/music/text direction for product ads.
Start new milestone cycleskillOpsL1
gsd:new-milestone · Bootstrapping milestone planning with standard artifact templates and folder structure.
Initialize new project with contextskillOpsL2
gsd:new-project · Initializing project planning structure (roadmap, requirements, phases, milestones) in one call.
Summarize text and transcriptsskillMarketingL1
summarize · Condensing large documents into cited key points for team alignment or decision-making.
Generate production-ready codeskillEngineeringL2
fullstack-coder · Shipping end-to-end features (backend + frontend + tests) without context-switching between roles.
Validate market fit and competitorsskillProductL1
market-scout · Preventing wasteful engineering by validating demand before any code when competitors are unclear.
Generate changelog from git historyskillOpsL2
changelog · Auto-generating changelogs from git when manual note-taking during development is error-prone.
Define minimum viable productskillProductL1
mvp-scoper · Ruthlessly cutting scope bloat to 5-7 core features when launch speed beats feature completeness.
Capture and organize ideasskillProductivityL2
gsd:note · Context-switching quickly between fleeting ideas when one-Write calls beat structured TODO setup.
Triage GitHub issues for iNavskillEngineeringL2
issue-triage-sensei-hacker-inav-claude · Quickly identifying readily-solvable issues when managing 100+ open GitHub issues in OSS projects.
Build GraphQL APIs with schemasskillEngineeringL2
graphql-implementation · Building strongly-typed flexible APIs when client query variations beat fixed REST endpoints.
Design database schemas and ERDskillEngineeringL2
schema-designer · Preventing data integrity issues when schema changes later become prohibitively expensive.
Audit code for security vulnerabilitiesskillEngineeringL2
security-auditor-saas · Blocking deployment when OWASP Top 10 vectors would otherwise reach production.
Create detailed phase implementation planskillOpsL2
gsd:plan-phase · Creating executable plans with integrated research when planning quality directly impacts execution.
Design system architecture and tech stackskillEngineeringL1
system-architect · Eliminating spaghetti architecture when deliberate choices before coding prevent costly refactors.
Create automated email drip sequencesskillMarketingL2
sequences · Automating multi-step outreach when per-step approval gates and reply tracking matter.
Write unit and integration testsskillEngineeringL2
test-engineer · Blocking bugs before QA when automated test coverage beats manual testing ROI.
Manage Apple Reminders from CLIskillProductivityL2
apple-reminders · Scripting Apple Reminders when GUI-only interfaces block automation workflows.
Extract and analyze Bilibili commentsskillDataL2
bbc-skill · Quantifying audience sentiment when qualitative comment analysis beats binary metrics.
Execute implementation plans with checkpointsskillOpsL2
executing-plans · Implementing detailed plans when batch execution with architect review gates prevents divergence.
Audit and rewrite agent instructionsskillEngineeringL2
optimize-agent-instructions · Applying Karpathy principles when instruction files drift from behavioral intent.
Execute TDD workflow implementationskillEngineeringL2
conductor-implement · Executing structured project tasks when workflow rules and TDD discipline reduce context thrashing.
Reapply local patches after updateskillOpsL2
gsd:reapply-patches · Preserving user customizations through GSD tool updates using three-way merge heuristics.
Clear stale agent lock filesskillOpsL2
os-clean-locks · Recovering from deadlocked agents that crashed leaving stale lock files behind.
Remove roadmap phase and renumberskillProductL1
gsd:remove-phase · Cleanly deleting unstarted work from roadmap without orphaned markers cluttering context.
Detect available AI environmentsskillOpsL1
os-environment-probe · Configuring delegation backends once instead of asking about available tools each workflow.
Delete workspace and clean worktreesskillOpsL2
gsd:remove-workspace · Tearing down project workspaces with automatic worktree cleanup and commit safety checks.
Backport evaluation results to sourceskillEngineeringL2
os-eval-backport · Safely merging improvement-loop edits back to canonical plugin sources with selective review.
Research implementation approach for phaseskillProductL1
gsd:research-phase · Delegating technical research to a fresh-context subagent before planning expensive work.
Bootstrap skill evaluation lab reposkillEngineeringL2
os-eval-lab-setup · Bootstrapping isolated test repos with consistent eval harness before autoresearch iterations.
Schedule work resumption at specific timeskillProductivityL1
gsd:resume-at · Scheduling future Claude sessions around usage caps or scheduled overnight batch work.
Restore previous session with full contextskillProductivityL1
gsd:resume-work · Seamlessly restoring GSD session state from checkpoints across multiple Claude conversations.
Promote backlog items to active milestoneskillProductL1
gsd:review-backlog · Systematically triaging project tasks and surfacing critical path blockers.
Request peer review from external AI CLIsskillEngineeringL2
gsd:review · Gate-checking workflow completion before advancing to next phase.
Log agentic OS experiment runsskillEngineeringL2
os-experiment-log · Durable tracking of agent experiments with structured metadata and cross-run analysis.
Lightweight codebase assessmentskillEngineeringL1
gsd:scan · Quick status checkup showing active phase, pending tasks, and system health.
Extract clinical NLP entitiesskillDataL2
clinical-nlp-extractor · Extracting structured medical data from unstructured clinical notes at scale.
Learn agentic OS conceptsskillProductivityL1
os-guide · Onboarding users to Agentic OS workflows without requiring manual documentation reading.
Verify threat mitigations for phaseskillLegalL2
gsd:secure-phase · Retroactively auditing threat mitigations before shipping a production phase