类型
类型检查与类型生成
figure-legend-gen
aipoch
Generate standardized figure legends for scientific charts and graphs.
typescript-advanced
rohitg00
Advanced TypeScript patterns including generics, conditional types, mapped types, template literals, and type guards
python-best-practices
rohitg00
Pythonic code with modern type hints, dataclasses, async patterns, packaging, and testing
nextjs-mastery
rohitg00
Next.js 14+ App Router patterns including RSC, ISR, middleware, parallel routes, and data fetching
redis-patterns
rohitg00
Redis patterns including caching strategies, pub/sub, streams for event processing, Lua scripts, and data structures
llm-integration
rohitg00
LLM integration patterns including API usage, streaming, function calling, RAG pipelines, and cost optimization
websocket-realtime
rohitg00
Real-time communication patterns with WebSocket, Socket.io, Server-Sent Events, and scaling strategies
continuous-learning
rohitg00
Auto-extract patterns from coding sessions, track corrections, and build reusable knowledge with confidence scoring
rust-systems
rohitg00
Rust systems programming patterns including ownership, traits, async runtime, error handling, and unsafe guidelines
go-concurrency-web
existential-birds
Go concurrency patterns for high-throughput web applications including worker pools, rate limiting, race detection, and safe shared state management. Use when implementing background task processing, rate limiters, or concurrent request handling.
review-verification-protocol
existential-birds
Mandatory verification steps for all code reviews to reduce false positives. Load this skill before reporting ANY code review findings.
pydantic-ai-dependency-injection
existential-birds
Implement dependency injection in PydanticAI agents using RunContext and deps_type. Use when agents need database connections, API clients, user context, or any external resources.
go-data-persistence
existential-birds
Data persistence patterns in Go covering raw SQL with sqlx/pgx, ORMs like Ent and GORM, connection pooling, migrations with golang-migrate, and transaction management. Use when implementing database access, designing repositories, or managing schema migrations.
review-skill-improver
existential-birds
Analyzes feedback logs to identify patterns and suggest improvements to review skills. Use when you have accumulated feedback data and want to improve review accuracy.
code-comments
petekp
Write clear, plain-spoken code comments and documentation that lives alongside the code. Use when writing or reviewing code that needs inline documentation—file headers, function docs, architectural decisions, or explanatory comments. Optimized for both human readers and AI coding assistants who benefit from co-located context.
agentic-docs
petekp
Write clear, plain-spoken code comments and documentation that lives alongside the code. Use when writing or reviewing code that needs inline documentation like file headers, function docs, architectural decisions, or explanatory comments. Works well for both human readers and AI coding assistants who see one file at a time.
serialization
Aaronontheweb
Choose the right serialization format for .NET applications. Prefer schema-based formats (Protobuf, MessagePack) over reflection-based (Newtonsoft.Json). Use System.Text.Json with AOT source generators for JSON scenarios.
koota
pmndrs
Real-time ECS state management for TypeScript and React. Use when the user mentions koota, ECS, entities, traits, queries, or building data-oriented applications.
api-design
bdfinst
Contract-first API design for stable, evolvable interfaces. Use whenever defining a new API endpoint, inter-service boundary, or modifying an existing contract. Includes backward compatibility checklist and error contract specification.
governance-compliance
bdfinst
Audit logging, quality gates, and ethics procedures for the agent team. Use for periodic compliance reviews, when logging task completion events, or when an ethical concern arises that requires human escalation.
gherkin-public
bdfinst
Author Gherkin scenarios for the entire public interface of a repository — every API endpoint, UI screen, batch-job entry point, library export, and event type — at the observable boundary, not internal steps. The scenarios become the executable specification of intended behavior before any test or production-code change lands. After the operator approves the scenarios at the Phase-2 gate, this skill also creates the Phase-4 and Phase-5 [Component tests] Stories that will bind their test code to specific scenario names — so the component tests are written from the approved Gherkin, not from the assessment.
harness-audit
bdfinst
Analyze review agent effectiveness, model routing, and orchestration complexity against actual usage data. Produces a report of harness components that may be candidates for simplification or removal. Use periodically to prevent harness staleness as model capabilities improve. Audits the dev-team plugin's OWN harness from runtime metrics — not your project repo's readiness (for that, use /agent-readiness).
feedback-learning
bdfinst
Capture amend/learn/remember/forget keywords from the user and update agent or skill configurations. Invoke immediately when the user issues any of these trigger words — parse the change, preview a diff, apply it, and log it to the audit trail.
developing-subscriptions
PostHog
Guides PostHog engineers through subscription product changes. Use when changing subscription resource types, destinations, schedules, delivery workflows, retry or automatic disable behavior, permissions, limits, AI summaries, AI prompt reports, delivery history, subscription APIs, MCP tools, or subscription management UI. Not for configuring an existing subscription through MCP.