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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: Dev tools

16,833 results · page 258 of 562

  • quark-onnx-eval-runnerSkillDev tools

    Manually verify that the Quark ONNX skill family behaves correctly across the four contract categories (routing, planning, artifact, recovery). Use when maintainers need to confirm that ONNX routing, planning, artifact generation, or error recovery skills still work as expected. Trigger for "verify

    Ready to connect★ 167

    github.com/amd/quark166 stars

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  • quark-onnx-quant-planSkillDev tools

    Build a Quark ONNX PTQ quantization plan from `model_analysis.json` and user intent. Use when the user needs preset selection (XINT8 / A8W8 / A16W8 / BF16 / BFP16 / MX* / MXFP* …), calibration method choice (MinMax / Entropy / Percentile / Distribution / NonOverflow / MinMSE / LayerWisePercentile),

    Ready to connect★ 167

    github.com/amd/quark166 stars

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  • quark-onnx-skill-syncSkillDev tools

    Detect upstream Quark ONNX changes that affect the ONNX skill family and classify required updates. Use when Quark ONNX docs, custom-op registry, quantization config presets, calibration methods, AutoSearchPro presets, ONNX Runtime install matrix, or source behavior under `quark/onnx/` may have drif

    Ready to connect★ 167

    github.com/amd/quark166 stars

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  • seo-metadata-auditSkillDev tools

    Audit SEO metadata such as title, description, headings, alt, robots,

    Ready to connect★ 167

    github.com/simbajigege/book2skills167 stars

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  • steal-like-an-artist-kleonSkillDev tools

    Apply Austin Kleon creative practice for idea theft, remixing, starting

    Ready to connect★ 167

    github.com/simbajigege/book2skills167 stars

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  • stock-picking-by-common-stocks-uncommon-profitsSkillDev tools

    Apply Philip Fisher's growth stock investment framework from Common Stocks and Uncommon Profits. Use this skill whenever a user wants to evaluate whether a company is a worthy long-term growth investment, assess management quality, gather competitive intelligence via scuttlebutt, decide when to buy

    Ready to connect★ 167

    github.com/simbajigege/book2skills167 stars

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  • this-is-marketing-godinSkillDev tools

    Apply Seth Godin''s marketing framework. Trigger on: "find my smallest viable audience", "position this offer", "earn trust".

    Ready to connect★ 167

    github.com/simbajigege/book2skills167 stars

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  • war-of-art-pressfieldSkillDev tools

    Apply Steven Pressfield resistance diagnosis for procrastination, turning

    Ready to connect★ 167

    github.com/simbajigege/book2skills167 stars

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  • android-e2e-testerSkillDev tools

    Run autonomous Android E2E tests on example app via ADB MCP with Logcat verification.

    Ready to connect★ 166

    github.com/brim-borium/spotify_sdk166 stars

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  • android-setupSkillDev tools

    Configure or clean Spotify App Remote SDK AAR resolution on Android.

    Ready to connect★ 166

    github.com/brim-borium/spotify_sdk166 stars

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  • domain-modelingSkillDev tools

    Maintain domain vocabulary in CONTEXT.md and record architectural decisions in docs/adr/.

    Ready to connect★ 166

    github.com/brim-borium/spotify_sdk166 stars

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  • example-runnerSkillDev tools

    Run and test spotify_sdk integration using the companion example app.

    Ready to connect★ 166

    github.com/brim-borium/spotify_sdk166 stars

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  • platform-syncSkillDev tools

    Synchronize method channels and event streams across Dart, Android (Kotlin), iOS (Swift), and Web.

    Ready to connect★ 166

    github.com/brim-borium/spotify_sdk166 stars

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  • feature-kickoffSkillDev tools

    Plan a new feature before coding. Use when starting non-trivial UI work, new components, or features with hidden complexity. Gathers context, explores architecture, and slices work into PRs.

    Ready to connect★ 165

    github.com/maggieappleton/maggieappleton.com-v3163 stars

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  • fixing-accessibilitySkillDev tools

    Audit and fix HTML accessibility issues including ARIA labels, keyboard navigation, focus management, color contrast, and form errors. Use when adding interactive controls, forms, dialogs, or reviewing WCAG compliance.

    Ready to connect★ 165

    github.com/maggieappleton/maggieappleton.com-v3163 stars

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  • prd-to-issuesSkillDev tools

    Break a PRD into independently-grabbable GitHub issues using tracer-bullet vertical slices. Use when user wants to convert a PRD to issues, create implementation tickets, or break down a PRD into work items.

    Ready to connect★ 165

    github.com/maggieappleton/maggieappleton.com-v3163 stars

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  • spec-executorSkillDev tools

    Execute the latest approved SPEC READY from an inherited or forked conversation, keeping implementation work out of the planning thread. Use after to-spec when the final spec fits one implementation session and the new thread should implement, test, review, and return a structured receipt without re

    Ready to connect★ 165

    github.com/tt-a1i/matt-skills-with-to-goal165 stars

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  • chem-bond-dissociationSkillDev tools

    Calculate homolytic and heterolytic bond dissociation energies (BDEs) for all single bonds in a molecule using MLIPs with RDKit fragmentation.

    Ready to connect★ 164

    github.com/learningmatter-mit/atomisticskills158 stars

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  • chem-dft-orca-singlepointSkillDev tools

    Run a DFT or Coupled Cluster single-point energy calculation (with optional gradients/Hessian) on a molecular structure with ORCA through SCINE wrapper.

    Ready to connect★ 164

    github.com/learningmatter-mit/atomisticskills158 stars

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  • chem-docking-voidSkillDev tools

    Dock small-molecule guests into a porous host material using the VOID library (Voronoi Clustering), generating multiple 3D conformers with RDKit and ranking generated complexes.

    Ready to connect★ 164

    github.com/learningmatter-mit/atomisticskills158 stars

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  • chem-hazard-toxicitySkillDev tools

    Extract explicit safety warnings, GHS classifications, LD50 toxicity profiles, and acute oral toxicity triage from PubChem PUG VIEW.

    Ready to connect★ 164

    github.com/learningmatter-mit/atomisticskills158 stars

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  • chem-irc-verificationSkillDev tools

    Verify non-periodic molecular TS connectivity with forward/reverse IRC using endpoint connectivity and RMSD checks.

    Ready to connect★ 164

    github.com/learningmatter-mit/atomisticskills158 stars

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  • chem-msms-predictSkillDev tools

    Predict LC-MS/MS (MS2, tandem mass spectra) from SMILES via ICEBERG, a two-stage deep neural network. Outputs predicted m/z vs intensity spectrum, fragment ion SMILES, and a spectrum plot.

    Ready to connect★ 164

    github.com/learningmatter-mit/atomisticskills158 stars

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  • chem-neb-barrierSkillDev tools

    Calculate activation barrier using Nudged Elastic Band (NEB) method with MLIPs.

    Ready to connect★ 164

    github.com/learningmatter-mit/atomisticskills158 stars

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  • chem-nmr-analysisSkillDev tools

    Scripts for Wasserstein deconvolution of 1H NMR mixture spectra against reference spectra, reaction product prediction, time-series kinetics, and spectral plotting.

    Ready to connect★ 164

    github.com/learningmatter-mit/atomisticskills158 stars

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  • chem-nmr-predictSkillDev tools

    Predict 1H NMR spectra from SMILES strings via NMRdb.org SPINUS neural network prediction and nmrsim quantum mechanical spin simulation.

    Ready to connect★ 164

    github.com/learningmatter-mit/atomisticskills158 stars

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  • chem-react-otSkillDev tools

    Generate transition state structures for chemical reactions using React-OT.

    Ready to connect★ 164

    github.com/learningmatter-mit/atomisticskills158 stars

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  • chem-solution-mdSkillDev tools

    Set up and run molecular dynamics simulations of molecules in explicit solvent boxes using Packmol for box construction and MLIPs for dynamics.

    Ready to connect★ 164

    github.com/learningmatter-mit/atomisticskills158 stars

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  • chem-sorption-gcmcSkillDev tools

    Calculates gas adsorption isotherms via BVT/GCMC Monte Carlo simulations in a porous framework using MLIP.

    Ready to connect★ 164

    github.com/learningmatter-mit/atomisticskills158 stars

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  • chem-sorption-relaxSkillDev tools

    Prepares supercells for porous frameworks based on minimum interplanar distance and relaxes them using standard MLIP relaxation tools.

    Ready to connect★ 164

    github.com/learningmatter-mit/atomisticskills158 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.

53,585 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.

See how to connect your AI