Find the skill for your next task.

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

deepeval-otel

Export raw OpenTelemetry traces from an AI application to Confident AI's Observatory. TRIGGER when the user wants to send OpenTelemetry or OTLP traces/spans from an LLM app, agent, RAG pipeline, or chatbot to Confident AI; configure the Confident AI OTLP endpoint; set confident.span.* or confident.trace.* attributes; export AI-app traces to Confident AI without the deepeval Python package; wire an OTLPSpanExporter, OpenTelemetry Collector, or vendor-neutral OTel SDK to Confident AI; or pick the US vs EU Confident AI OTLP endpoint. Language-agnostic — the mechanism is OTLP attribute keys plus an exporter endpoint. DO NOT TRIGGER for building DeepEval pytest eval suites, datasets, goldens, metrics, or deepeval test run (use the `deepeval` skill); for instrumenting with the DeepEval SDK's @observe decorator or framework integrations (use the `deepeval-tracing` skill); or for instrumenting non-AI software such as web servers, CRUD backends, or infrastructure — the confident.* attributes describe AI components (agents, LLM calls, retrievers, tools) and apply to AI applications only.

16.88k repo starsObserved in 1 repos
DevOps & Security
GitHub

cherry-pick-resolve-conflict

Cherry-pick one specific git commit into the current TiKV branch with strict already-applied pre-checks, conflict resolution based on full code understanding, TiKV-specific validation, and deep review only if the pick is applied. Use when asked to apply a single commit SHA onto this repository, especially when conflicts are likely or the change is production-critical.

16.76k repo starsObserved in 1 repos
Development
GitHub

deep-review

Deep, production-critical review workflow for TiKV changes. Use when asked to review a PR, branch, commit range, or diff in this repository and produce a markdown review report with findings, risk analysis, TiKV-specific validation results, and maintenance-guide consistency checks.

16.76k repo starsObserved in 1 repos
Testing & Quality
GitHub

generate-pr-docs

Generate GitHub pull request markdown documents for this TiKV repository. Use when asked to draft or update a PR body, PR summary, or filled markdown document from the current diff, staged changes, branch changes, or a user-provided scope. Always reload `.github/pull_request_template.md` before generating output and preserve every hidden HTML comment block from that template verbatim.

16.76k repo starsObserved in 1 repos
Documents
GitHub

review-presto-pr

Review a Presto pull request, commits, or local changes for code quality, style, correctness, and performance. Use when the user asks for a "code review", wants to "review commits", "review the last N commits", "review my changes", or "review the branch". Only use this skill when working in a Presto repository (prestodb/presto). Do not use for other projects.

16.72k repo starsObserved in 1 repos
Testing & Quality
GitHub

ApertureOscillation

3-pass scope oscillation that holds a question constant while shifting zoom — narrow/tactical, wide/strategic, then synthesis — to surface design tensions, scope recommendations, and coherence assessments invisible at any single zoom level. USE WHEN aperture oscillation, oscillate scope, zoom in and out, tactical vs strategic, scope framing, design tension, system coherence check, local vs global design, wrong scope, scope negotiation. NOT FOR lens rotation across angles (use IterativeDepth).

16.72k repo starsObserved in 1 repos
Design
GitHub

Aphorisms

Curated aphorism collection with CRUD — content-based matching, themed search, thinker research, DB maintenance. Quotes organized by author/theme/context/usage to prevent repetition. Four workflows: FindAphorism, AddAphorism, ResearchThinker, SearchAphorisms. Themes: Stoicism, Wisdom, Truth-seeking, Excellence, Resilience, Curiosity. USE WHEN aphorism, quote, find a quote, research thinker, add aphorism, quote for newsletter, what did X say about, quote bank. NOT FOR creative writing or social posts.

16.72k repo starsObserved in 1 repos
Research
GitHub

Apify

Scrapes social platforms, business data, and e-commerce via Apify actors — Instagram, LinkedIn, TikTok, YouTube, Facebook, Google Maps, Amazon, and web crawls — filtering in code. USE WHEN scrape Instagram, scrape LinkedIn, scrape TikTok, scrape YouTube, scrape Facebook, Google Maps leads, Amazon reviews, business intelligence, multi-platform social listening, competitive analysis, lead generation, social monitoring, Apify actors, web crawl, extract contacts. NOT FOR X/Twitter operations (use _X), 4-tier progressive scraping with proxy escalation (use BrightData), or real-Chrome bot bypass and computer use (use Interceptor).

16.72k repo starsObserved in 1 repos
Research
GitHub

Art

Static visual content across 20+ formats — diagrams, mermaid, infographics, D3 dashboards, comics, icons, wallpaper — via Flux, Nano Banana Pro, and GPT-Image-2. USE WHEN art, illustration, diagram, flowchart, infographic, header image, blog social thumbnail, visualize, generate image, mermaid, architecture diagram, comic, icon, blog art, framework diagram, D3 chart, remove background, wallpaper. NOT FOR locked house-style YouTube/channel/video thumbnails (use _THUMBNAIL — it orchestrates Art's Generate/PickExpression/ThumbnailText tools), video or animation (use Remotion), or web UI design and integrated frontend layout (use Webdesign).

16.72k repo starsObserved in 1 repos
Design
GitHub

ArXiv

Search and retrieve arXiv academic papers by topic, category, or paper ID — with AlphaXiv-enriched AI-generated overviews. Uses arXiv Atom API across cs.AI/cs.LG/cs.CL/cs.CR/cs.MA/cs.SE/cs.IR. Three workflows: Latest, Search, Paper. USE WHEN arxiv, papers, latest papers, research papers, recent ML papers, paper lookup, summarize paper, latest LLM papers, AI safety papers, cs.AI latest. NOT FOR general research (Research), URL parsing (_PARSER), or annual reports (_ANNUALREPORTS).

16.72k repo starsObserved in 1 repos
Research
GitHub