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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

8,867 results · page 200 of 296

  • openrig-cmuxSkillAI & models

    Use when opening OpenRig fleet terminals into cmux — turning a rig, pod, mission, slice, or saved view into live agent tiles via `rig terminal --provider cmux`, or driving cmux on an agent's request. Same OpenRig view semantics as openrig-herdr (the verbs, honest-partial/degrade, read-only cross-rig

    Ready to connect★ 67

    github.com/mvschwarz/openrig67 stars

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  • openrig-herdrSkillAI & models

    Use when opening OpenRig fleet terminals as a herdr wall — turning a rig, pod, mission, slice, or saved view into live interactive agent tiles via `rig terminal`, watching another rig read-only, or driving herdr on an agent's request ("open all my rigs + a mission as views"). Covers the `rig termina

    Ready to connect★ 67

    github.com/mvschwarz/openrig67 stars

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  • openrig-skillsSkillAI & models

    Use when you're operating OpenRig and need the right skill or context for fleet recovery, seat handover, new-seat orientation, a watchdog wake, cross-host reach to an agent on another machine, rig packaging, an OpenRig upgrade, systematic debugging, queue triage, or implementation planning; also use

    Ready to connect★ 67

    github.com/mvschwarz/openrig67 stars

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  • orienting-to-an-inherited-seatSkillAI & models

    Use when you have just been primed into an EXISTING seat through a planned handover — a different agent retired and handed you the seat plus its earned context — and you need a world model of what just happened to you. Covers how a handover differs from compaction and from a fresh launch, the inheri

    Ready to connect★ 67

    github.com/mvschwarz/openrig67 stars

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  • pipeline-runnerSkillAI & models

    Universal dispatcher: run a named taffy workflow (.claude/taffy/<name>.yaml), a skill (/skill-name), or a sub-agent (@agent-name). Falls back to skills.sh registry when a skill is not found locally. Tracks all runs in .claude/state/maple.json so the maple TUI shows live progress.

    Ready to connect★ 67

    github.com/kinncj/heimdall65 stars

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  • plan-featureSkillAI & models

    Create complete development plan with parallel exploration

    Ready to connect★ 67

    github.com/aurealibe/claude-config67 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★ 67

    github.com/nota-america/forgecat-agent-profiles67 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★ 67

    github.com/nota-america/forgecat-agent-profiles67 stars

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  • ponytail-helpSkillAI & models

    Quick-reference card for all ponytail modes, skills, and commands. One-shot display, not a persistent mode. Trigger: /ponytail-help, "ponytail help", "what ponytail commands", "how do I use ponytail".

    Ready to connect★ 67

    github.com/nota-america/forgecat-agent-profiles67 stars

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  • ponytail-reviewSkillAI & models

    Code review focused exclusively on over-engineering. Finds what to delete: reinvented standard library, unneeded dependencies, speculative abstractions, dead flexibility. One line per finding: location, what to cut, what replaces it. Use when the user says "review for over-engineering", "what can we

    Ready to connect★ 67

    github.com/nota-america/forgecat-agent-profiles67 stars

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  • prospectingSkillAI & models

    When the user wants to find, qualify, and build a list of prospects to reach out to — across B2B SaaS, general B2B, or local small businesses. Also use when the user mentions "prospecting," "build a prospect list," "find prospects," "find leads," "lead gen list," "find SaaS companies that," "find B2

    Ready to connect★ 67

    github.com/nota-america/forgecat-agent-profiles67 stars

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  • public-relationsSkillAI & models

    When the user wants help with public relations, earned media, press coverage, journalist outreach, or media strategy (not pull requests). Also use when the user mentions 'PR,' 'public relations,' 'press,' 'press release,' 'press coverage,' 'media outreach,' 'pitch a journalist,' 'get featured,' 'med

    Ready to connect★ 67

    github.com/nota-america/forgecat-agent-profiles67 stars

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  • refocusingSkillAI & models

    Use when a long-running agent may have lost the product outcome, when context was compacted, when work has crossed a major boundary, or when a fresh path-based trace is needed before the next consequential action. Not for fresh-session orientation, waking an idle seat, or checkpoints.

    Ready to connect★ 67

    github.com/mvschwarz/openrig67 stars

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  • release-posterSkillAI & models

    Nuphus — 本地优先的 AI Agent:真实桌面执行力 + 手机第二块屏幕。Local-first AI agent with real desktop execution and dual-device real-time sync.

    Ready to connect★ 65

    github.com/mrpulor-gh/nuphus67 stars

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  • retiring-and-inheriting-a-seatSkillAI & models

    Use when you are a sitting agent near your context threshold (~85%) and a PLANNED seat transition is due — retire deliberately and hand your seat to a fresh successor primed from a packet, rather than let compaction degrade you. Covers the handover packet, the append-only lineage ledger (one row per

    Ready to connect★ 67

    github.com/mvschwarz/openrig67 stars

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  • session-compaction-and-restoreSkillAI & models

    Use when reasoning about what survives compaction/context-loss/restart/seat-refresh, designing a high-fidelity restore packet, or distinguishing native runtime resume vs fork vs artifact-backed mental-model rebuild. Covers the 4 failure modes that prevent honest restore (compacted seat drops hot pot

    Ready to connect★ 67

    github.com/mvschwarz/openrig67 stars

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  • session-source-forkSkillAI & models

    Use when authoring a rig spec member or `rig expand` payload that needs to start a new managed seat from a prior runtime conversation source — `session_source: { mode: fork, ref: { kind, value } }`. v1 supports `mode: fork` with `ref.kind: native_id` for Claude and Codex. The new seat persists a NEW

    Ready to connect★ 67

    github.com/mvschwarz/openrig67 stars

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  • spec-driven-developmentSkillAI & models

    Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea.

    Ready to connect★ 67

    github.com/nota-america/forgecat-agent-profiles67 stars

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  • specification-systemSkillAI & models

    Use when authoring rig specs, agent specs, workflow specs, startup/context fragments, operating-mode declarations, or designing the user spec library. Covers the 4 failure modes (spec instantiates topology but not workflow/mode; spec depends on local paths and fails on another host; agents modify sp

    Ready to connect★ 67

    github.com/mvschwarz/openrig67 stars

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  • tools-internalSkillAI & models

    Nuphus — 本地优先的 AI Agent:真实桌面执行力 + 手机第二块屏幕。Local-first AI agent with real desktop execution and dual-device real-time sync.

    Ready to connect★ 65

    github.com/mrpulor-gh/nuphus67 stars

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  • vault-userSkillAI & models

    Multi-agent harness that runs Claude Code and Codex together as one system

    Ready to connect★ 67

    github.com/mvschwarz/openrig67 stars

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  • agent-capability-analyzerSkillAI & models

    Runs the description-drift experiment — spawns all Claude Code agents simultaneously to collect self-reported capabilities, then compares them against static frontmatter descriptions to reveal how reliable orchestrator routing based on descriptions actually is. Use when measuring description drift a

    Ready to connect★ 66

    github.com/jamie-bitflight/claude_skills65 stars

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  • agent-setupSkillAI & models

    How this repository's agent instructions are organized as Agent Skills, and how to add or change them. Use when editing AGENTS.md or anything under .agents/skills/, or when the user gives feedback about coding patterns, style, or recurring mistakes that should be captured for future sessions.

    Ready to connect★ 66

    github.com/hass-energy/haeo65 stars

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  • agentskillsSkillAI & models

    Agent Skills Open Standard reference (agentskills.io). Use when creating portable skills for Claude Code, Cursor, Gemini CLI, OpenAI Codex, VS Code, Roo Code, and 20+ compatible agents. Covers frontmatter schema, naming rules, directory structure, progressive disclosure, validation, and authoring. L

    Ready to connect★ 66

    github.com/jamie-bitflight/claude_skills65 stars

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  • ai-output-validationSkillAI & models

    Validates, parses, and sanitizes AI-generated outputs before they reach end users or downstream systems. Structured output enforcement, schema validation, and fallback handling.

    Ready to connect★ 66

    github.com/developersglobal/ai-agent-skills66 stars

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  • alterlab-boltzSkillAI & models

    Co-fold biomolecular complexes with Boltz-2, an open AlphaFold3-style model — predict protein + ligand (SMILES/CCD), protein + nucleic-acid, and multi-chain structures in one pass, with binding-affinity prediction. Use when folding a protein together with a small-molecule ligand, predicting a holo (

    Ready to connect★ 66

    github.com/alterlab-ieu/alterlab-academic-skills66 stars

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  • alterlab-borzoiSkillAI & models

    Predict genome-wide functional genomics tracks from DNA sequence with Borzoi (Linder 2025) — a sequence-to-function model outputting RNA-seq, CAGE, ATAC, and ChIP coverage across long context, used to score non-coding and regulatory variant effects. Use when predicting functional tracks from a DNA s

    Ready to connect★ 66

    github.com/alterlab-ieu/alterlab-academic-skills66 stars

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  • alterlab-chaiSkillAI & models

    Predict biomolecular complexes with Chai-1, an open AlphaFold3-style model that folds multi-entity assemblies (proteins, ligands, nucleic acids) from a single typed FASTA — strong on antibody–antigen and protein–ligand complexes, with optional MSA and restraint inputs. Use when predicting an antibod

    Ready to connect★ 66

    github.com/alterlab-ieu/alterlab-academic-skills66 stars

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  • alterlab-cobrapySkillAI & models

    Build and analyze genome-scale constraint-based metabolic models with COBRApy — flux balance analysis (FBA), flux variability analysis (FVA), gene and reaction knockouts, flux sampling, and SBML model I/O. Use when simulating metabolic networks, predicting growth or knockout phenotypes, or running s

    Ready to connect★ 66

    github.com/alterlab-ieu/alterlab-academic-skills66 stars

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  • alterlab-deep-researchSkillAI & models

    Runs a 13-agent deep research pipeline for rigorous academic work on any topic across 7 modes (full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis), covering research-question formulation, Socratic men

    Ready to connect★ 66

    github.com/alterlab-ieu/alterlab-academic-skills66 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.

53,462 of the 53,895 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