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

8,992 results · page 194 of 300

  • ce-workSkillAI & models

    Execute a plan or concrete work prompt end-to-end. Use when implementing from docs/plans, a spec path, or a clear build request; use ce-debug for open-ended bugs.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • ce-worktreeSkillAI & models

    Set up isolated git worktrees. Use when starting isolated work, or when ce-work/ce-code-review offers a worktree option; detect existing isolation first.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • central-historical-question-evaluatorSkillAI & models

    Evaluate a teacher-drafted central historical question for its capacity to drive genuine historical inquiry. Use when assessing whether a question will generate real evidence-weighing or produce shallow responses.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • check-consoleSkillAI & models

    Build an automation organization as an AI company

    Ready to connect★ 79

    github.com/toktokhan-dev/agent-company74 stars

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  • cognitive-tutoring-architecture-designerSkillAI & models

    Map knowledge components and skill hierarchies for a cognitive tutoring system or adaptive learning platform. Use when designing intelligent tutoring software or skill-based mastery systems.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • coherent-rubric-logic-builderSkillAI & models

    Build a five-level rubric with coherent logic for a learning target within a developmental band. Use for Manning methodology programmes where Competent = success. For general curriculum rubrics, use criterion-referenced-rubric-generator instead.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • company-setupSkillAI & models

    Deterministically checks and installs all dependencies required to run the project and decides which template (company) to apply. Asking to follow the GitHub organization and star the repo is optional. Use when first cloning, when the environment has changed, or when something is not working.

    Ready to connect★ 79

    github.com/toktokhan-dev/agent-company74 stars

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  • compassionate-systems-awareness-orchestratorSkillAI & models

    Orchestrate compassionate systems tools from issue or aspiration to wise action. Use when a class needs a complete inquiry workflow.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • competency-framework-translatorSkillAI & models

    Translate an external competency framework like DigComp, GreenComp, or ISTE into classroom-ready activities. Use when implementing framework standards in specific teaching contexts.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • competency-unpackerSkillAI & models

    Unpack a broad standard or competency descriptor into specific, assessable success criteria and sub-skills. Use when interpreting curriculum standards or writing learning objectives.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • confidence-calibration-checkSkillAI & models

    Capture confidence ratings before and after a learning attempt to identify overconfidence and underconfidence patterns. Use when a student wants to understand how well they actually know something versus how well they think they know it.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • culturally-responsive-teaching-designerSkillAI & models

    Redesign a lesson to centre students' cultural backgrounds, community knowledge, and lived experience. Use when making curriculum relevant and inclusive for diverse student populations.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • curriculum-knowledge-architecture-designerSkillAI & models

    Map the epistemic structure of a subject to determine knowledge types and inform curriculum sequencing. Use when designing courses, restructuring programmes, or analysing knowledge architecture.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • developmental-band-translatorSkillAI & models

    Tags harness-decomposed curriculum items (KUDs, LTs, criteria) with a school's developmental band metadata while preserving source voice and labels. Supply the band schema; the skill derives mapping rules from it.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • developmental-progression-synthesisSkillAI & models

    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.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • dialogic-teaching-move-generatorSkillAI & models

    Generate follow-up teaching moves that extend student thinking after a specific classroom response. Use when a student says something worth exploring and the teacher wants to deepen the dialogue.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • from-intakeSkillAI & models

    Build an automated organization as an AI Company

    Ready to connect★ 79

    github.com/toktokhan-dev/agent-company74 stars

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  • frontend-ui-engineeringSkillAI & models

    Builds production-quality UIs. Use when building or modifying user-facing interfaces. Use when creating components, implementing layouts, managing state, or when the output needs to look and feel production-quality rather than AI-generated.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • generate-coverSkillAI & models

    Build an automated organization as an AI Company

    Ready to connect★ 79

    github.com/toktokhan-dev/agent-company74 stars

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  • hostility-reviewSkillAI & models

    Audit an implementation against its plan with a hostile peer agent, debate findings to consensus, and drive fix waves until the auditor runs dry. Use when a done-claim needs verification the implementer cannot game ("hostile review", "adversarial audit", "is this PR faithful", "find the escape hatch

    Ready to connect★ 79

    github.com/juspay/kolu78 stars

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  • instar-devSkillAI & models

    Instar-specific development skill used by the instar-developing agent (Echo, or any agent assigned instar-dev responsibilities). Wraps /build with mandatory side-effects review, signal-vs-authority principle check, and artifact generation. Structural enforcement via pre-commit/pre-push hooks — the i

    Ready to connect★ 79

    github.com/jkheadley/instar79 stars

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  • instar-feedbackSkillAI & models

    Submit structured feedback about instar bugs, feature requests, improvements, or innovations worth sharing. Use when something isn't working, when a feature is missing, when you've built something that could benefit all agents, or when the user mentions a problem with instar. Also use proactively af

    Ready to connect★ 79

    github.com/jkheadley/instar79 stars

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  • instar-identitySkillAI & models

    Establish and recover persistent agent identity that survives context compaction, session restarts, and autonomous operation. Use when an agent needs to know who it is, recover after context compression, orient at session start, or understand the identity infrastructure. Trigger words: who am I, rem

    Ready to connect★ 79

    github.com/jkheadley/instar79 stars

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  • koluSkillAI & models

    Drive one AI agent from another through kolu's terminals: spawn a Claude Code / Codex / opencode session in a PTY, prompt it, watch the screen, read the reply, prompt again. PRIMARY PATH: the kolu MCP tools (`lifecycle_create`/`lifecycle_sendInput`, `wait_outputSettled`/ `wait_agentState`, `screen_t

    Ready to connect★ 79

    github.com/juspay/kolu78 stars

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  • lfgSkillAI & models

    Run the full hands-off engineering pipeline from planning through a green PR.

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • make-store-assetsSkillAI & models

    Create an automated organization as an AI Company

    Ready to connect★ 79

    github.com/toktokhan-dev/agent-company74 stars

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  • optimize-seo-geoSkillAI & models

    Build an automated organization as an AI company

    Ready to connect★ 79

    github.com/toktokhan-dev/agent-company74 stars

    View details
  • plan-postSkillAI & models

    Build an automated organization as an AI Company

    Ready to connect★ 79

    github.com/toktokhan-dev/agent-company74 stars

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  • ponytail-auditSkillAI & models

    Whole-repo audit for over-engineering. Like ponytail-review, but scans the entire codebase instead of a diff: a ranked list of what to delete, simplify, or replace with stdlib/native equivalents. Use when the user says "audit this codebase", "audit for over-engineering", "what can I delete from this

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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  • ponytail-debtSkillAI & models

    Harvest every `ponytail:` comment in the codebase into a debt ledger, so the deliberate shortcuts and deferrals ponytail leaves behind get tracked instead of rotting into "later means never". Use when the user says "ponytail debt", "/ponytail-debt", "what did ponytail defer", "list the shortcuts", "

    Ready to connect★ 77

    github.com/nota-america/forgecat-agent-profiles79 stars

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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.

54,624 of the 55,055 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.

See how to connect your AI