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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Implement Pinia Vue state managementskillEngineeringL2
pinia · Building type-safe reactive state management in Vue 3 with full testing support and DevTools integration.
Configure file-watching reactive workflowsskillEngineeringL2
file-watcher · Setting up reactive workflows that auto-reload when config, env, or dependency files change.
Validate data with Zod schemasskillEngineeringL2
zod · Defining runtime-safe TypeScript schemas with metadata for validation, UI generation, and tooling.
Check pull request CI status and resultsskillEngineeringL2
gh-check-ci-status · Verifying PR CI status and investigating test failures before merging.
Manage PrintKK print-on-demand productsskillOpsL2
printkk-print-on-demand · Automating print-on-demand design creation and order fulfillment via a single async-task API.
Capture lessons as persistent rulesskillL1
learn-rule · Capturing workflow lessons into persistent memory with category tags and wiki scoping.
Break scope into sprint stories and tasksskillProductL1
plan · Breaking large features into dependency-ordered stories with testable acceptance criteria and task lists.
Compare thinking across multiple LLMsskillProductEngineeringL2
llm-council · Resolving contested decisions via multi-LLM deliberation with ranked cross-model voting and synthesis.
Build searchable knowledge vault from sourcesskillOpsProductivityL3
swarmvault · Applying Swarmvault patterns and best practices.
Enforce code quality with AI guardrailsskillEngineeringL2
llm-gate · Applying Llm Gate patterns and best practices.
Detect and migrate PostHog SDK changesskillEngineeringL2
posthog-upgrade-migration · Applying Posthog Upgrade Migration patterns and best practices.
Compile code and knowledge into wikisskillEngineeringOpsL2
wiki-compiler · Applying Wiki Compiler patterns and best practices.
Audit MCP servers for performanceskillEngineeringL2
mcp-audit · Applying Mcp Audit patterns and best practices.
Compress documentation to save tokensskillProductivityOpsL1
caveman-compress · Applying Caveman Compress patterns and best practices.
Map unfamiliar code in one screenskillEngineeringL1
module-map · Onboarding to unfamiliar module or gaining rapid context before refactoring.
Speak with extreme compressionskillProductivityL1
caveman · Long conversations, repeated interactions, or token budgets. Drop auto on security/destructive ops.
Coordinate multi-agent feature workflowsskillProductEngineeringL3
orchestrate · Complex features touching multiple modules where wrong approach costs days. Avoids premature code.
Plan Qdrant vector database scalingskillEngineeringDataL2
qdrant-scaling · When data or queries exceed single-node capacity and strategy choice is non-obvious.
Work across multiple branches in parallelskillEngineeringL1
parallel-worktrees · Waiting on long tests/builds while developing parallel feature. Zero dead time.
Optimize tool permission requestsskillEngineeringProductivityL1
permission-tuner · New projects or after session with repeated prompts. Read-only ops are safe to auto-approve.
Write ultra-concise commit messagesskillEngineeringL1
caveman-commit · Teams enforcing Conventional Commits. Saves 200+ chars per message without losing intent.
Pressure-test designs before buildingskillProductEngineeringL1
plan-interrogate · Pressure-testing a design before any code written. Catches underspecified decisions early.
Access caveman mode reference cardskillProductivityL1
caveman-help · Quick lookup of caveman modes/skills. One-shot, no state change.
Orchestrate AI coding with 18+ hooksskillEngineeringL3
pro-workflow · Long-term coding projects. Captures lessons so future sessions avoid same mistakes.
Design workflow cognitive blueprintsskillProductEngineeringL2
workflow-spec-architect · Complex multi-step workflows needing explicit trigger/step/handoff design.
Write compressed code review feedbackskillEngineeringL1
caveman-review · High-velocity code review. One comment = one fix. Saves 80% word count.
Recall past lessons before starting workskillProductivityEngineeringL1
replay-learnings · Start of similar task. Avoids repeating mistakes (muscle memory).
Prevent destructive operationsskillEngineeringProductivityL2
safe-mode · Unfamiliar codebases or pair-programming. Scope damage radius.
Generate session handoff documentsskillProductivityOpsL1
session-handoff · Long features spanning multiple sessions. Enables seamless handoff.
Apply architectural guardrails to routingskillEngineeringL2
oe-architectural-guardrails · Before modifying routing/state/detection logic. Prevents silent data loss bugs.
Manage architecture decision recordsskillEngineeringOpsL1
java-adr · Documenting significant architectural choices over time. Prevents repeated debates.
Train skills with validation gatesskillEngineeringProductL3
skill-optimizer · Building reliable extraction pipelines from unstructured data.
Generate monorepo coding guidelines per moduleskillEngineeringL1
coding-guidelines-gen · Onboarding new team members. Codifies tacit project culture.
Review Java REST API design and namingskillEngineeringL1
java-api-review · Before public API release. Catches naming/nullability patterns early.
Create quality-gated conventional commitsskillEngineeringL1
smart-commit · When you want to commit code that has passed quality gates and has a well-crafted message.
Manage Solana lending and liquidity vaultsskillFinanceL2
kamino · When managing Solana lending positions and liquidity vaults on Kamino Finance.
Refactor Java to clean architecture patternsskillEngineeringL1
java-clean-arch · When you need to migrate Java code to hexagonal/clean architecture with DDD patterns.
Track parallel work sessions across instancesskillOpsL1
sprint-status · When running multiple parallel Claude Code sessions and need to track work state.
Add distributed Redis state patternsskillEngineeringL2
commandkit-redis · When you need distributed cache, mutex, and semaphore patterns across instances.
Draft conventional commits for Java codeskillEngineeringL1
java-commit · When you want conventional commit messages tailored to Java/Spring conventions.
Compile AI/ML literature survey with taxonomyskillDataL2
survey-generator · When you want to compile a structured, cited literature survey on an AI/ML topic.
Track recurring expenses from email and receiptsskillFinanceL1
obsidian-recurring-expenses · When extracting and validating recurring expense charges from emails and PDF receipts.
Review Java code for thread safety issuesskillEngineeringL1
java-concurrency-review · When auditing Java code for race conditions, deadlocks, and thread safety.
Score decisions with thoroughness ratingsskillOpsL1
thoroughness-scoring · When comparing solution options and choosing between speed and long-term quality.
Detect and recommend Java design patternsskillEngineeringL1
java-design-pattern · When you need to identify GoF patterns in code or recommend patterns for a problem.
Generate Javadoc for classes and methodsskillEngineeringL1
java-docs · When adding Javadoc to existing Java methods and classes at scale.
Start and structure persistent research wikiskillProductivityL1
wiki-builder · When building a persistent, indexed knowledge base for long-term research or projects.
Manage stablecoin minting and redemptionsskillFinanceL2
xmd · When minting, redeeming, or monitoring XMD stablecoin on the XPR Network.
Explain Java code with design patternsskillEngineeringL1
java-explain · When you need specialized workflow support that java explain provides.
Query research wiki with full-text searchskillProductivityL2
wiki-query · When you need specialized workflow support that wiki query provides.