Inspect live development or staging traffic to find an identifier that distinguishes one developer’s requests across services. Produce a matching mirrord HTTP filter and a report showing where the identifier survives, disappears, or cannot be observed.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Find a filter for personal requests on a shared staging cluster
- Check whether request IDs survive across services
- Build mirrord filters using JWT claims or cookies
metalbear-co/mirrord☆ 5.4천2026년 10월 21일 업데이트
Organize interview transcripts and other qualitative material into codes, or meaning labels, and broader themes. Develop coding guidelines, compare researchers’ coding decisions, and document whether additional data still introduces new findings.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Developing a codebook for interview analysis
- Organizing codes into themes
- Checking agreement between researchers
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Coordinate multiple AI agents for research, development, testing, and system analysis. It guides role assignment, communication structures, parallel and sequential tasks, shared memory, progress monitoring, and recovery, bringing separate contributions into reports or coordinated development workflows.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Gather research in parallel and compile a report
- Coordinate application design, implementation, and review
- Run unit, integration, security, and performance tests in parallel
ruvnet/RuVector☆ 4.6천2026년 10월 20일 업데이트
Develop complex features or business documents by gathering approaches from available AI providers. Combine their perspectives with prior project decisions and quality checks to produce a proposed plan, then proceed with implementation after user confirmation.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Planning and implementing a complex feature
- Comparing approaches for an external service integration
- Developing a product requirements document or strategy
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Guide development in Apache Tika with project rules for Maven builds, module tests, code conventions, and checks before committing. Covers safe file handling, regression tests, and build pitfalls that can hide failures.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Preparing an Apache Tika development session
- Building and testing selected modules
- Checking parser changes and regression tests
apache/tika☆ 4.1천2026년 10월 21일 업데이트
Carry out a written implementation plan in a separate session, reviewing it before starting and tracking each task through verification. The workflow pauses for blockers and hands completed work to a development branch finishing process.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Executing a written implementation plan
- Tracking task progress and verification
- Reviewing gaps before implementation
spacering-net/codeg☆ 4천2026년 10월 20일 업데이트
Create or update a project's governing development principles, covering code quality, testing, and architectural constraints. Maintain the constitution document, record version changes, and align related planning, specification, and task templates with the revised rules.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Establishing development principles at project kickoff
- Documenting quality and testing standards
- Updating principles and tracking version changes
foryourhealth111-pixel/Vibe-Skills☆ 3.7천2026년 10월 20일 업데이트
Build and train reinforcement learning agents, which learn actions through rewards. The skill guides custom environment creation, parallel simulation tuning, integration with existing environments, and policy development for image or sequential observations.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Train agents in existing reinforcement learning environments
- Create custom simulation environments
- Tune parallel simulations for higher throughput
foryourhealth111-pixel/Vibe-Skills☆ 3.7천2026년 10월 20일 업데이트
[omh] LLM-powered feature to build: LLM app development: prepare a build handoff for an LLM-powered feature with a pinned provider boundary, schema-first outputs, versioned prompt files, grounded retrieval, and an eval suite as a shipped deliverable. Use when the user says: llm-app-dev, llm app development, llm application development, build an llm app, build an llm feature, llm feature development, build a rag pipeline, rag pipeline.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
rlaope/oh-my-hermes☆ 3.5천2026년 10월 20일 업데이트
Build MCP servers for Copilot Chat using the OpenAI Apps SDK or MCP Apps SDK widget rendering support (any language). Use this skill when: - Creating MCP servers that integrate with M365 Copilot declarative agents - Building rich interactive widgets (React + Fluent UI) that render in Copilot Chat - Implementing tools that return structuredContent for widget rendering - Adapting an existing MCP server to support Copilot widget rendering - Setting up devtunnels for localhost MCP server exposure - Configuring mcpPlugin.json manifests with RemoteMCPServer runtime Do NOT use this skill for general agent development (scaffolding, manifests, deployment) — use declarative-agent-developer instead. This skill is ONLY for MCP server + widget development. Triggers: "MCP server for Copilot", "OpenAI Apps SDK", "Copilot widget", "structuredContent", "MCP plugin", "devtunnels MCP", "OAI app", "widget rendering", "UI widget"
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
microsoft/skills☆ 3.1천2026년 10월 21일 업데이트
Configure Apollo.io local development workflow. Use when setting up development environment, testing API calls locally, or establishing team development practices. Trigger with phrases like "apollo local dev", "apollo development setup", "apollo dev environment", "apollo testing locally".
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
jeremylongshore/tons-of-skills-marketplace☆ 2.9천2026년 10월 20일 업데이트
Set up local Apify Actor development with the Apify CLI and Crawlee. Use when creating Actors locally, testing with the apify run command, inspecting local storage, or establishing a fast develop-test-deploy cycle before pushing to the platform. Trigger with "apify dev setup", "apify local development", "develop actor locally", "apify run local".
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
jeremylongshore/tons-of-skills-marketplace☆ 2.9천2026년 10월 20일 업데이트
Power BI custom visual (.pbiviz) development with the pbiviz toolchain and its MCP server. Automatically invoke when the user mentions "custom visual", "pbiviz", "develop a Power BI visual", "powerbi-visuals-tools", "IVisual", "capabilities.json", "visual formatting model", "visual certification", "publish a visual to AppSource", or asks to scaffold, build, debug, package, certify, or publish a .pbiviz developer visual.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
data-goblin/power-bi-agentic-development☆ 1.1천2026년 10월 18일 업데이트
Synthesise completed KUD charts into a developmental progression matrix and per-competency narrative sections. Use when you need a programme-level view of how knowledge, understanding, and performance develop across bands.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
GarethManning/education-agent-skills☆ 8862026년 8월 29일 업데이트
Developer Experience specialist for tooling, setup, and workflow optimization. Use when setting up projects, reducing friction, improving development workflows, or automating repetitive tasks. Focuses on making development joyful and productive.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
aiskillstore/marketplace☆ 4402026년 10월 21일 업데이트
Think and work like an expert Developmental Biologist. Use when a task calls for Developmental Biologist judgment. Reasons from stage, positional information, gene regulatory networks, and tissue mechanics through morphology-based staging (Carnegie/HH/Theiler/NF/hpf), French-flag morphogen logic, light-sheet 4D imaging, lineage tracing, and ARRIVE/MDAR/REMBI reporting while treating developmental delay, CRISPR F0 mosaicism, morpholino p53 toxicity, and conflated fate-versus-lineage claims as first-class failure modes.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
K-Dense-AI/scientific-agents☆ 2192026년 10월 3일 업데이트
Think and work like an expert Developmental Psychologist. Use when a task calls for Developmental Psychologist judgment. Reasons from developmental trajectories, measurement invariance, and familial-environmental context through age-normed instruments (Bayley, WPPSI/WISC, CBCL, MacArthur-Bates CDI), false-belief and violation-of-expectation paradigms, and lme4/lavaan growth models while treating verbal-demand confounding of theory of mind, informative attrition, adult-normed task misapplication, and parent-versus-direct-assessment divergence as first-class failure modes.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
K-Dense-AI/scientific-agents☆ 2192026년 10월 3일 업데이트
Master the AI tools that supercharge software development. From code completion to full application generation, write better code faster and automate the tedious parts. Use when "AI coding, code assistant, Copilot, Cursor, code generation, AI developer tools, development, coding, ai-assistant, productivity, code-generation" mentioned.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
omer-metin/skills-for-antigravity☆ 1692026년 1월 22일 업데이트
Avalonia Zafiro Development workflow skill. Use this skill when the user needs Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
diegosouzapw/awesome-omni-skills☆ 1622026년 7월 8일 업데이트
Synthesise completed KUD charts into a developmental progression matrix and per-competency narrative sections. Use when you need a programme-level view of how knowledge, understanding, and performance develop across bands.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
nota-america/forgecat-agent-profiles☆ 922026년 9월 24일 업데이트
Use whenever the user wants to find, shortlist, vet, or enrich US web development firms — building, refreshing, or rebuilding marketing sites, landing pages, ecommerce, WordPress/Webflow/Shopify, headless CMS, microsites, and web frontend work. Triggers on "find a web developer for a marketing landing page", "shortlist three Webflow agencies in California", "rebuild our ecommerce site on Shopify", or "pull contact info for these 8 web dev shop domains", even when described indirectly (redesign and rebuild our site, ship a microsite). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Defer to find-software-developer for custom backend/API/mobile/internal-tool work — anything beyond a website. Defer to find-marketing-agency when scope spans broader marketing beyond the build. Skip in-house web-engineer hires, "how do I build X" DIY questions, hosting/CMS-product comparisons, non-US firms, individual freelancers.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
nostrband/ServiceGraph☆ 612026년 6월 2일 업데이트
Expert platform and API product management guidance for developer-focused products. Use when planning API product strategy, designing APIs, improving developer experience (DX), creating developer documentation, building SDKs, planning API versioning and deprecation, building developer communities, creating integration marketplaces, or measuring platform health. Covers REST, GraphQL, webhooks, and platform ecosystems.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
ncklrs/startup-os-skills☆ 522026년 2월 27일 업데이트
Use this skill when an engineering team needs a secure development policy, or has one that does not match how code really ships, and asks "write our secure SDLC policy", "secure development policy from our CI", "document our code review and scanning for the audit", "what does our pipeline already enforce", "change management for engineers" or "secure coding policy for SOC 2 or CRA". Reads the repositories and pipeline definitions, inventories what is actually enforced (reviews, checks, scanners, deploy gates, dependency and secret controls), and writes a policy whose every "must" points to the place it is enforced, with gaps listed as decisions.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
better-isms/grcskills☆ 442026년 10월 21일 업데이트
Use when a feature or code change made by Claude is complete and the developer wants to confirm they actually understood it before shipping. Triggers on "handoff", "quiz me", "comprehension check", "did I understand this", "verify I read the code", "test my understanding", or after finishing a feature when the developer wants to take ownership of AI-written code. Also triggers on requests for an interactive or clickable quiz ("interactive mode", "let me answer with the mouse", "mode interactif", "je réponds à la souris"). Quizzes the developer on WHERE the logic lives (file/function) and WHY decisions were made (trade-offs, behavior, debugging), with the number of questions scaled to the size of the change. Multiple-choice questions are clickable by default (asked through `AskUserQuestion`) and fall back to typed answers. Points to file:line on wrong answers, allows one retry, then reveals the answer, and ends with a score plus the weak areas to re-read. Conducts the quiz in the developer's language.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
arimet/handoff☆ 282026년 8월 24일 업데이트