Skills.
Give your AI a better way to work.
A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.
Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.
Category: AI & models
8,868 results · page 74 of 296
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spec-driven-workflowSkillAI & models
Guides your agent to write a full specification with acceptance criteria before writing any code.
Ready to connect★ 752
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statistical-analystSkillAI & models
Lets your agent run statistical tests, size A/B experiments, and explain whether results are significant.
Ready to connect★ 752
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strategic-alignmentSkillAI & models
Lets your agent check whether team goals actually connect to company strategy and find orphan, conflicting, or uncovered OKRs.
Ready to connect★ 752
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vendor-managementSkillAI & models
Vendor lifecycle — weighted selection scorecards, risk tiering, renewal and notice-deadline tracking, spend concentration, and SLA credits. Use when selecting a vendor, preparing a renewal, or reviewing a vendor portfolio.
Ready to connect★ 752
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model-routingSkillAI & models
Split the Plan/Act/Verify loop across three model tiers — frontier planner, cheap executor, frontier judge — via env vars read by run.sh.
Ready to connect★ 755
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my-new-skillSkillAI & models
One sentence that describes WHEN to invoke this skill. Write it as a trigger phrase, not a summary — include the words a user would say ("fix bug", "add feature", "review diff"). The agent routes on this field.
Ready to connect★ 755
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prompt-cachingSkillAI & models
Cache the parts of the prompt that don't change so a long-running loop stops paying full price on every turn. Use when the system prompt, tool defs, or reference docs are stable across many turns.
Ready to connect★ 755
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schema-diffSkillAI & models
Compare two schema states and surface the risky changes. Use before applying migrations or after a model change.
Ready to connect★ 755
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self-eval-biasSkillAI & models
Detect and interrupt the pattern where an agent confidently praises work it just produced instead of reviewing it critically. Same-context grading is not review — it's rationalization.
Ready to connect★ 755
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structured-outputSkillAI & models
Get JSON out of the model reliably. Prefer tool_use with a schema over prompted-JSON, validate on receive, retry on parse fail. Use when downstream code will parse the response.
Ready to connect★ 755
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subagent-fanoutSkillAI & models
Parallelize independent sub-jobs across fresh-context subagents instead of one bloated context. Use when a goal branches into many independent pieces.
Ready to connect★ 755
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tool-restraintSkillAI & models
Don't over-equip an agent with tools/MCP servers. More tools = more ways to fail and a higher cognitive load. Use when wiring tools or an agent underperforms.
Ready to connect★ 755
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ad-bootstrapSkillAI & models
Generate AGENTS.md at the repo root by scanning the codebase first, pre-filling placeholders from observed signals, and asking only the genuine gaps. Use whenever the user wants to bootstrap, scaffold, generate, create, set up, or audit AGENTS.md / CLAUDE.md / agents.md (the operational guide for ag
Ready to connect★ 749
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ad-guidelinesSkillAI & models
Draft or update `GUIDELINES.md` at the repo root — the project's full engineering reference. Layer 1 Constitution trinity member (alongside `WORKFLOW.md` universal philosophy and `AGENTS.md` distilled rules). Covers Clean Architecture binding, SOLID application, Object Calisthenics tier (loose / mod
Ready to connect★ 749
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ad-rulesSkillAI & models
Load the practitioner's global rules — the host's `CLAUDE.md` or `AGENTS.md`, symlinks resolved — and reinforce them by listing their topics in the conversation, alongside whatever the repo and the kit's rule-set layers add. Use when the user says "read my global CLAUDE.md / AGENTS.md and bring the
Ready to connect★ 749
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ad-skillSkillAI & models
Draft a new Claude Code or Codex skill at .claude/skills/<name>/SKILL.md (or .agents/skills/<name>/SKILL.md for Codex), using the Anthropic Skills format. Use when the user wants to create, write, draft, or scaffold a custom skill for an agentic coding tool. Asks one question per missing field; neve
Ready to connect★ 749
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ad-subagentSkillAI & models
Draft a new Codex custom subagent at .codex/agents/<name>.toml, using the official Codex subagents format. Use when the user wants to create, write, draft, or scaffold a custom Codex subagent for delegated work (fresh-context reviewer, codebase explorer, docs researcher, test designer, bug reproduce
Ready to connect★ 749
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ad-tddSkillAI & models
Test-Driven Development per WORKFLOW.md §16 — red-green-refactor as deterministic LLM guardrail. Five phases — confirm regime, plan vertically, tracer bullet (one test → red → minimum code → green), incremental loop, refactor while green. Tests verify behavior through public interfaces; horizontal s
Ready to connect★ 749
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ad-tdgSkillAI & models
Outcome-based prompting per WORKFLOW.md §9. Give the agent the finish line first, not the path. Five steps — confirm regime, ground truth pair, Test Dependency Map, three approaches, pick by one criterion, implement and verify. Triggers on "outcome-based", "TDG", "ground truth", "expected output", "
Ready to connect★ 749
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installer-packsSkillAI & models
Use when installing a model family from an installer pack, or when building/deriving a new pack from an upstream installer or a workflow JSON. Explains the manifest-driven packs/ system and tells you to invite the user to contribute new packs back upstream.
Ready to connect★ 744
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local-llm-freeSkillAI & models
Run the ComfyUI agent locally for FREE with no subscription, no API key, and fully offline, using our gemma4 models fine-tuned on the comfyui-mcp tool suite via Ollama. Use when the user asks about running locally, running for free, offline use, avoiding API costs, Ollama setup, or which local model
Ready to connect★ 744
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lora-managerSkillAI & models
Author ComfyUI-LoRA-Manager nodes from the panel. Use when adding a LoRA Manager loader, stacker, prompt, or text node, or when panel_add_node refuses AUTOCOMPLETE_TEXT_LORAS / AUTOCOMPLETE_TEXT_PROMPT after waiting for a widget.
Ready to connect★ 744
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panel-node-pack-syncSkillAI & models
Keep the ComfyUI sidebar panel node-pack (comfyui-agent-panel) in step with the orchestrator after comfyui-mcp updates. Use this whenever the orchestrator was just updated (install_comfyui (action:"self_update"), npm i -g comfyui-mcp, a new version in the ENVIRONMENT line), when a panel/bridge comma
Ready to connect★ 744
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api-contract-reviewSkillAI & models
Review REST API contracts for HTTP semantics, versioning, backward compatibility, and response consistency. Use when user asks "review API", "check endpoints", "REST review", or before releasing API changes.
Ready to connect★ 739
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architecture-reviewSkillAI & models
Analyze Java project architecture at macro level - package structure, module boundaries, dependency direction, and layering. Use when user asks "review architecture", "check structure", "package organization", or when evaluating if a codebase follows clean architecture principles.
Ready to connect★ 739
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concurrency-reviewSkillAI & models
Review Java concurrency code for thread safety, race conditions, deadlocks, and modern patterns (Virtual Threads, CompletableFuture, @Async). Use when user asks "check thread safety", "concurrency review", "async code review", or when reviewing multi-threaded code.
Ready to connect★ 739
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issue-triageSkillAI & models
Triage and categorize GitHub issues with priority labels. Use when user says "triage issues", "check issues", "review open issues", or during regular maintenance of GitHub issue backlog.
Ready to connect★ 739
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java-code-reviewSkillAI & models
Systematic code review for Java with null safety, exception handling, concurrency, and performance checks. Use when user says "review code", "check this PR", "code review", or before merging changes.
Ready to connect★ 739
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java-migrationSkillAI & models
Guide for upgrading Java projects between major versions (8→11→17→21→25). Use when user says "upgrade Java", "migrate to Java 25", "update Java version", or when modernizing legacy projects.
Ready to connect★ 739
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jpa-patternsSkillAI & models
JPA/Hibernate patterns and common pitfalls (N+1, lazy loading, transactions, queries). Use when user has JPA performance issues, LazyInitializationException, or asks about entity relationships and fetching strategies.
Ready to connect★ 739
What is a skill?
A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.
53,585 of the 54,017 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.
Install one and every AI you use gets it
Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.
Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.