Top Rated
The most starred skills loved by the community. Quality guaranteed!
skill-creator
by Dsantiagomj
Guides creation of new skills following dsmj-ai-toolkit v2.0 format with validation. Trigger: When creating new skills, when user says "create skill", when adding domain knowledge, when documenting patterns, when building skill for framework or technology.
weibo_hotspot_analyzer
by violin86318
抓取微博热搜榜单，自动搜索背景信息，AI分析生成产品创意，输出HTML分析报告。用于微博热搜、热点分析、产品创意挖掘、热搜榜单分析、热点产品化场景。
cross-platform-safety
by janjaszczak
Ensure commands and paths are safe across Windows + WSL + Docker (PowerShell vs bash, path translation, permissions). Use when instructions touch shell, filesystem, Docker, or OS-specific behavior.
high-risk-review
by janjaszczak
Apply enhanced verification (CoVe-like review, security/arch/perf checks, targeted web research) for high-risk tasks or uncertainty. Use for security, infra, data loss risk, major refactors, or when facts may be outdated.
mcp-browser-verify
by janjaszczak
Use browser automation MCP (Playwright/Browser/Browser-Use) to validate UI flows, capture screenshots, and reproduce issues. Use when visual verification or web flow testing is needed.
deep-research
by janjaszczak
Conduct deep, source-grounded research with freshness checks and citations, then synthesize an actionable answer. Use for time-sensitive, niche, or high-stakes topics; when the user asks to “zweryfikuj”, “zrób research”, or when uncertainty is high.
migration-and-doc-consolidation
by janjaszczak
Execute end-to-end migrations and consolidate docs/scripts (remove dead files, keep canonical runbooks). Use when changing runtime model, reorganizing repo, or doing “repo cleanup”.
repo-grounding
by janjaszczak
Ground answers in the repository by reading relevant files, configs, and code paths. Use when the user asks to modify/debug code, configuration, CI/CD, or wants repo-specific reasoning.
structured-delivery
by janjaszczak
Provide structured outputs (plan/report/checklist/table) optimized for readability and reuse. Use when user requests a plan, report, checklist, template, or when high-risk requires explicit verification steps.
mcp-apify
by janjaszczak
Use Apify Actors for scraping/data acquisition pipelines. Use when data collection from websites is required and needs repeatable runs.
task-planning-shrimp
by janjaszczak
Plan, split, and track multi-step work using Shrimp Task Manager MCP (or equivalent). Use for multi-file refactors, migrations, or any work that benefits from task tracking.
mcp-github-ops
by janjaszczak
Use GitHub MCP for issue/PR context, diffs, reviews, and automations. Use when the task references PR/issue numbers, review requests, or requires repo metadata beyond local git.
mcp-memory-recall
by janjaszczak
Recall and reuse prior decisions, constraints, and artifacts using MCP memory (e.g., Neo4j). Use when the user references past work (“jak ostatnio”, “kontynuuj”), when resuming a project thread, or when a repeated topic suggests existing decisions.
mcp-grafana
by janjaszczak
Query dashboards/logs/alerts to support incident analysis and regressions. Use when troubleshooting involves observability, incidents, latency, error rates.
mcp-neo4j-memory-ops
by janjaszczak
Use Neo4j memory MCP for creating/updating linked memories (entities, relations), de-duplication (DRY), and retrieval queries for project continuity. Use when saving global learnings or querying graph relationships.
mcp-playwright
by janjaszczak
Automate browser flows and capture evidence (screenshots, console/network errors). Use for UI verification, repro steps, and end-to-end smoke tests.
mcp-shrimp-execution-loop
by janjaszczak
Combine Shrimp task tracking with execution loops (plan → execute → verify → update status). Use for multi-step deliveries where progress tracking matters.
mcp-postman
by janjaszczak
Use Postman MCP to inspect/maintain collections, environments, and API workflows; generate or validate requests and tests. Use when API verification or collections are the source of truth.
plan-as-contract
by janjaszczak
Produce a reviewable, file-referenced implementation plan that acts as a contract before execution. Use for risky ops, architecture changes, migrations, multi-file edits.
vanilla-web
by janjaszczak
Build or modify plain HTML/CSS/JavaScript (no framework) using modular ES modules (ESM), SRP, minimal global state, and shippable runnable files with lightweight verification. Use for static pages, small UI widgets, vanilla JS refactors, and quick prototypes without React/Vue/Angular.
folder-org
by ruchernchong
Project code structure and file organization. Use when creating files, organizing components, or deciding where code should live. (project)
data-import-parsers
by janjaszczak
Implement or refactor data import/parsing so it streams files sequentially (memory-safe), validates/coerces types explicitly, skips irreparable records while logging them to an error CSV (full original columns + timestamp/file/line/error), emits rows_ok/rows_skipped/parse_errors metrics, and guarantees idempotent DB writes.
next-stack
by janjaszczak
Next.js App Router frontend stack workflow: Server Components-first, Prisma server-only (Node runtime), Tailwind + shadcn/ui, TanStack Query, React Hook Form + Zod, and conventions for work under frontend/. Use when implementing or refactoring UI, routes, data fetching, mutations, or forms in this stack.
python-backend-fastapi
by janjaszczak
FastAPI + Pydantic v2 backend workflow: implement/modify API endpoints with thin handlers + service layer, add pytest tests, manage idempotent Alembic migrations, and implement streaming ETL/parsers with invalid-row CSV logging. Use this skill when working on Python backend APIs, schema changes, or ingestion/parsing pipelines.