Claude skills directory
Short answer
A Claude skills directory is a browsable catalog of reusable instructions for Claude and other agents, with links to their sources. AgentSkillsDir is an independent, source-linked directory for discovering Claude and Codex skills, plus separate MCP server and agent collections. It is not Anthropic’s official documentation or a hosted runtime.
How to use itBrowse by task, open a skill card, then review its source and follow the upstream installation instructions for your client.
- 327 entries
- 33 publishers
- 323 with an open license
- Checked 17 Oct 2026 – 1 Nov 2026
All Claude skills
327 entries, metadata checked 17 Oct 2026 – 1 Nov 2026
Use case
Productivity101Development68Scientific research43Creative tools13Security analysis6Integrations1Application & supply-chain security0Cloud & infrastructure security0Identity & email security0Incident response & forensics0OT & ICS security0Threat detection0Publisher
alirezarezvani79phuryn41K-Dense-AI40addyosmani25vercel-labs7kepano6Yuan1z08253alchaincyf2mattpocock20xS4N4TG1AirsupHQ1artouc1assafkip1cloudflare1cursor1DietrichGebert1EL4CTEO1FeedHive1Fission-AI1Garinmckayl1garrytan1GhostPawJS1Jakeschincariol1juliobsz1lemomo-ai1Leonxlnx1wheresryan221anthropics0debpalash0Graphify-Labs0heydamir0mukul9750tt-a1i0Community first · Anthropic official entries follow. Sort applies within each group.
grill-meThe grill-me skill from mattpocock/skills (MIT): type /grill-me with a loose idea and the agent interviews you in rounds until you can commit. Not a code generator. Install it together with its grilling dependency.
PonytailThe Ponytail skill from DietrichGebert/ponytail (MIT): a “lazy senior” coding mode that makes Claude Code, Codex, Cursor and other agents ship the smallest complete change. Levels lite, full and ultra, plus /ponytail-review and /ponytail-audit. Not a hairstyle guide.
pstackLauren Tan’s (poteto) skill pack for rigorous AI-assisted engineering: run setup, then /poteto-mode routes playbooks and the other skills.
GhostPaw CodexLocal memory for AI agents in one SQLite file.Local dependencies
OpenSpecA lightweight specification workflow that aligns a proposed change, its design and tasks before implementation.
Lemo-OpuscarA code-driven film toolkit with 59 documented styles, guides and rendering tools for creating short films with a coding agent.Local dependenciesExecutes code
anatomyAgent skill that builds detailed, interactive isometric illustrations of real machines and technical ideas as SVG, with optional WebGL effects.
gstackGarry Tan’s Claude Code skill set with role-based tools for planning, design, engineering review, QA, release and docs.
Skills for Real EngineersComposable engineering skills for requirements, test-driven development, architecture review and turning plans into small tasks.
awwwardsGuides website planning, implementation and browser checks, with a separate jury skill for reviewing the result.
huashu-motionBuilds product videos with a local motion runtime, composed audio and a browser editor for frame-specific revisions.
Taste SkillFrontend design skill that gives agents an art direction, reference layouts and a browser check before calling a page done.
Huashu DesignHuashu Design by 花叔 (alchaincyf) helps agents build hi-fi HTML prototypes, slide decks and animations with MP4 export, plus structured design reviews. Not meant for SEO websites or production web apps.- ab-test-analysisInterprets A/B experiment results using sample-size and uncertainty checks, producing a supported ship, extend or stop recommendation.
AnimaBuilds interactive biology diagrams with isometric structures, mechanism controls and references for displayed claims.- ansoff-matrixMaps growth options across existing and new products and markets, making the assumptions behind each Ansoff strategy explicit.
- beachhead-segmentCompares potential launch segments by pain, purchasing capacity and reachable market share, selecting a focused first market to validate.
Blender Agent SkillsPackages Blender modeling, materials, animation, rendering and asset checks as a collection of agent skills.- brainstorm-okrsTurns company priorities into team-level objectives and measurable key results, supporting a focused quarterly goal discussion.
- business-modelDescribes how a business creates and captures value through the nine Business Model Canvas sections, revealing dependencies for further validation.
ClaudemyResurfaces web research as short audio lessons, source-linked lesson cards and a reusable course playbook.- code-reviewReviews implementation boundaries for actionable correctness defects, tracing each finding from an agreed contract to the code that violates it.
- cohort-analysisOrganizes engagement and retention data into cohorts, comparing segment trends to expose differences hidden in aggregate product metrics.
- create-prdBuilds a lean product requirements document from product context, organizing objectives, users, value and solution decisions into a reviewable brief.
- draft-ndaStructures an NDA draft from the parties, information types and jurisdiction, marking clauses that need qualified legal review before use.
- dummy-datasetGenerates synthetic datasets from requested columns and constraints, producing test fixtures in formats such as CSV, JSON or SQL.
- grammar-checkChecks supplied prose for grammar, logic and flow, suggesting localized corrections that preserve the author's wording and intended argument.
- growth-loopsExplores recurring growth mechanisms around a product's user behavior, comparing candidate loops and the conditions each needs to sustain itself.
- intended-vs-implementedCompares a system's intended behavior with its implementation, building an explicit model of expectations to reveal gaps generic scanners may miss.
- interview-scriptBuilds a customer-interview script around jobs and real experiences, avoiding leading questions and premature product pitching.
- job-storiesTranslates customer situations and motivations into job stories, adding expected outcomes and acceptance conditions for product-backlog discussion.
- metrics-dashboardPlans a product metrics dashboard with named data sources and alert rules, tying each measure to an operational or product question.
- monetization-strategyDevelops monetization options for a product and audience, pairing each proposed revenue model with fit assumptions, risks and validation experiments.
- nature-experiment-logTurns experimental notes and images into a structured research log with metadata, supporting optional export to the source's configured note systems.
- nature-literature-pipelineOrganizes literature discovery from multi-source search through scoring and close reading, producing formatted research materials with an archival trail.
- north-star-metricDefines a product's North Star metric and supporting inputs, checking whether the measurement reflects the value users receive.
- outcome-roadmapRewrites a feature-output roadmap around intended outcomes, connecting proposed initiatives to user and business changes rather than deliverable counts.
papercut-explainerCoordinates nine skills and a Remotion library to make vertical explainers with layered paper scenes and timed captions.- pre-mortemChallenges a PRD or launch plan with a pre-mortem, grouping possible failures and identifying which risks could block launch.
- pricing-strategyExamines pricing models, competitors and willingness-to-pay evidence, producing a pricing design whose uncertain assumptions remain visible.
- prioritization-frameworksCompares prioritization frameworks and their required inputs, helping a team select an approach suited to its decision rather than a universal score.
- product-strategyOrganizes product strategy around target segments, value, capabilities and tradeoffs, connecting a vision to the choices required to pursue it.
- release-notesConverts tickets and change records into user-facing release notes, organizing concrete changes by type and explaining their effects.
- researchwriteDrafts or revises a research proposal from supporting evidence, connecting the question and planned methods to a coherent research plan.
- retroFacilitates a sprint retrospective from team observations, producing prioritized improvements with owners and follow-up actions.
- review-resumeReviews a product-management resume against a target role, improving evidence, structure and relevance without inventing experience.
- sentiment-analysisAnalyzes feedback for sentiment and customer-job patterns, organizing evidence about satisfaction across distinct user segments.
- shipping-artifactsAssembles the durable documentation needed to review an AI-built application, covering architecture, permissions and operational evidence before shipping.
- sprint-planBuilds a sprint plan from capacity, candidate stories and dependencies, exposing delivery risks before the team commits to scope.
- sql-queriesDrafts SQL from a question and supplied schema information, targeting supported warehouse dialects while making the query's assumptions visible.
- stakeholder-mapMaps stakeholders by influence and interest, producing targeted communication approaches and a plan for keeping relevant people informed.
- startup-canvasCombines product strategy and business-model questions in a startup canvas, separating strategic choices from revenue and cost assumptions.
- strategy-red-teamStress-tests a product strategy's key assumptions, ranking plausible failure modes and inexpensive validation checks before delivery investment.
- summarize-interviewSynthesizes a customer interview into a structured record of jobs, satisfaction evidence and follow-up actions for product discovery.
- summarize-meetingTurns a meeting transcript into structured notes with decisions and assigned actions, keeping discussion context available for later follow-up.
- test-scenariosDerives test scenarios from user stories, recording starting conditions, roles, actions and expected results for systematic quality review.
- user-segmentationGroups users by behavior, needs and feedback evidence, producing actionable segments instead of treating the entire audience as one persona.
- user-storiesWrites backlog stories with acceptance criteria and supporting design context, applying story-quality conventions to make work discussable and testable.
- value-prop-statementsTurns an existing value proposition into customer-facing statements for marketing and onboarding, adapting wording to specific audience decisions.
- value-propositionDevelops a detailed customer value proposition by comparing the user's situation, desired change and alternatives before shaping the offer.
- wwasStructures a backlog item as purpose, change and acceptance conditions, connecting product intent to an independently testable piece of work.
- api-and-interface-designTurns API requirements into endpoint and module contracts, with attention to compatibility, error handling and interface boundaries.
- browser-testing-with-devtoolsUses browser observations, DOM inspection and console output to diagnose interface failures and check fixes in Chrome DevTools.High static risk — review source first
- ci-cd-and-automationBuilds delivery pipelines from a project's build and test commands, organizing repeatable checks before environment-specific deployment stages.
- code-review-and-qualityReviews a proposed code change across correctness and maintainability concerns, turning concrete defects into prioritized review findings.
- code-simplificationRefactors working code to make control flow and responsibilities easier to follow while preserving the existing observable behavior.
- constraint-driven-developmentConverts a project's quality expectations into a written contract, so implementation checks use explicit thresholds rather than shifting assumptions.
- context-engineeringOrganizes rules and task context for coding agents, helping a new session start with relevant information and fewer conflicting instructions.High static risk — review source first
- debugging-and-error-recoveryInvestigates failed tests, broken builds and unexpected behavior through reproducible evidence, narrowing causes before choosing a repair.High static risk — review source first
- deprecation-and-migrationPlans transitions away from old APIs or implementations, covering compatibility, user migration and the eventual removal of deprecated behavior.
- documentation-and-adrsRecords architectural choices and public-interface changes as documentation and decision records, preserving the reasons future maintainers need.
- doubt-driven-developmentChallenges a technical decision through an independent review of its assumptions, producing objections to resolve before implementation proceeds.
- frontend-ui-engineeringDevelops responsive interface components from product requirements, checking layout, accessibility and interaction behavior as part of implementation.
- git-workflow-and-versioningOrganizes branches, commits and conflict resolution for a code change, including splitting a mixed working tree into reviewable units.High static risk — review source first
- idea-refineDevelops an unclear idea through alternatives and assumption checks, ending with a more concrete concept that can guide further work.High static risk — review source first
- incremental-implementationBreaks a multi-file implementation into small working increments, pairing each increment with evidence that its behavior is correct.High static risk — review source first
- interview-meUses a sequential interview to clarify a request's underlying goal, resolving uncertainty before treating an initial solution idea as a specification.
Machine SkillCreates interactive 3D machine explanations in standalone HTML, with small physics models and optional video capture.- observability-and-instrumentationPlans logs, measurements and traces around a feature's production behavior, making failures and operational questions easier to investigate.
- performance-optimizationInvestigates slow frontend, backend and database paths using measurements, then evaluates whether a targeted optimization improves the observed bottleneck.
- planning-and-task-breakdownTurns an agreed specification into ordered implementation tasks, exposing dependencies and verification steps before work begins.
- security-and-hardeningReviews input handling, authentication and integrations for exploitable weaknesses, organizing source-backed hardening work around concrete attack paths.
- shipping-and-launchChecks a proposed production launch against operational prerequisites, gathering launch checks and unresolved readiness issues before release.
- source-driven-developmentChecks an implementation approach against official references, connecting technical decisions to documented behavior instead of relying on recalled APIs.
- spec-driven-developmentCreates a specification from a new feature or project idea, making objectives, requirements and acceptance conditions explicit before coding.
- test-driven-developmentUses failing tests, a minimal implementation and subsequent refactoring to develop a behavior change with a repeatable correctness check.
- using-agent-skillsMatches the current task to available agent skills, explaining when an existing workflow should be loaded and used.
- 13c-metabolic-fluxEstimates metabolic fluxes from carbon-13 tracing measurements, connecting atom mappings and simulation results to constrained fits and uncertainty checks.High static risk — review source first
AI Slop DetectorChecks drafts against 120 recurring writing patterns and suggests plain rewrites with examples.- analytical-method-validationOrganizes analytical-procedure validation and transfer from method requirements, producing framework-specific plans, checks and documentation rather than a generic laboratory checklist.
- bgpt-paper-searchSearches BGPT by topic or DOI and organizes paper-level findings with reported evidence, limitations and provenance for scientific investigation.High static risk — review source first
- bulk-rnaseqTakes bulk RNA-seq reads or quantification outputs toward gene-level differential analysis, checking replication, strandedness and preprocessing assumptions.High static risk — review source first
- cellprofilerBuilds reproducible CellProfiler microscopy pipelines from images and channel manifests, producing segmentation, counts and fluorescence measurements with batch-processing checks.High static risk — review source first
- clinical-reportsStructures clinical and research report drafts from synthetic or de-identified material, adding deterministic checks without supplying independent clinical decisions.High static risk — review source first
- database-lookupRetrieves database-backed facts through documented public endpoints, retaining filters, pagination and source details so the result can be checked.High static risk — review source first
- dnanexus-integrationPackages genomics tasks for DNAnexus using its CLI and workflow tools, organizing inputs, execution definitions and provenance for reproducible runs.High static risk — review source first
- fluidsimPlans and inspects FluidSim simulations with explicit numerical and resource limits, supporting controlled restarts and analysis of computational-fluid-dynamics output.High static risk — review source first
- generate-imageCreates or revises raster visuals through the OpenRouter image interface, translating a visual brief into model requests and generated image assets.High static risk — review source first
- genomic-coordinatesChecks genomic intervals and variant representations across coordinate conventions, identifying assembly and contig mismatches before downstream comparison.High static risk — review source first
- hypogenicPlans hypothesis-generation experiments with HypoGeniC or HypoRefine, organizing labeled datasets, configuration and hypothesis-bank evaluation.High static risk — review source first
- lab-hardware-cadTurns laboratory hardware requirements into parametric build123d models and fabrication exports such as STEP, STL and DXF files.High static risk — review source first
- latex-postersArranges research content and figures into a LaTeX conference poster, using supported poster classes and checking multi-column presentation requirements.High static risk — review source first
- markitdownConverts supported documents and selected web inputs to Markdown with MarkItDown, preparing readable text for search, analysis or retrieval ingestion.High static risk — review source first
- matlabDevelops and reviews MATLAB or Octave numerical workflows, covering arrays, time data, graphics and explicit exchange with Python.High static risk — review source first
- molecular-dynamicsConfigures molecular simulations and analyzes trajectories with OpenMM and MDAnalysis, connecting system preparation to energy and production-run checks.High static risk — review source first
- nmrglueProcesses calibrated one-dimensional NMR signals into phased spectra, candidate peaks and integration regions, retaining the axis and calibration assumptions.High static risk — review source first
- omero-integrationWorks with OMERO microscopy datasets and annotations through documented clients, organizing image retrieval, region information and automation tasks.High static risk — review source first
- ontology-term-resolutionMaps scientific labels to ontology identifiers and checks existing CURIEs, using public lookup services to resolve naming and prefix ambiguity.High static risk — review source first
- opentrons-integrationAuthors and simulates Opentrons liquid-handling protocols for supported robots, checking labware, deck configuration and API compatibility before physical use.
- pacsomaticPrepares tumor-normal PacBio HiFi inputs for nf-core/pacsomatic, producing samplesheets and pinned Nextflow launch materials for a reproducible genomics run.High static risk — review source first
- paperclipUses the Paperclip CLI or SDK to search biomedical and regulatory records, keeping retrieved passages and document sources available for evidence review.High static risk — review source first
- parallel-webUses Parallel's search and extraction tools to gather current web evidence, supporting structured enrichment and monitored research questions.High static risk — review source first
- pathogen-variant-surveillanceQueries public pathogen-sequence surveillance data to describe lineage proportions and reporting delays, preserving the limits of descriptive genomic observations.
- pi-agentConfigures and extends the Pi terminal coding harness, connecting model providers and local settings to reusable skills and extensions.High static risk — review source first
- pptx-postersBuilds editable PowerPoint research posters from approved local text and assets, checking the resulting layout and keeping the deliverable macro-free.High static risk — review source first
- protocolsio-integrationReads and exports protocols.io records using documented interfaces, separating bounded retrieval from proposed changes that require a distinct execution decision.High static risk — review source first
- pybammSimulates battery experiments with PyBaMM and compares predicted voltage curves, documenting parameters and checking solver and mesh sensitivity.High static risk — review source first
- pyhealthBuilds clinical machine-learning workflows with PyHealth, connecting dataset loading and prediction tasks to validation that checks leakage and task assumptions.
- pymatgenAnalyzes material structures with pymatgen, supporting conversion, symmetry checks and derived materials calculations while retaining source-data assumptions.High static risk — review source first
- pytdcUses Therapeutics Data Commons datasets and benchmarks through PyTDC, organizing task-specific splits, evaluators and bounded molecular scoring.High static risk — review source first
- scholar-evaluationReviews scholarly work using traceable evidence and explicit rubrics, producing developmental feedback while separating quality discussion from consequential ranking.High static risk — review source first
- scientific-visualizationCreates scientific figures from data with standard plotting libraries, checking uncertainty, missing values and accessible visual encoding for publication.High static risk — review source first
- scikit-survivalBuilds censored and competing-risk survival analyses with scikit-survival, linking preprocessing and model selection to leakage-aware evaluation.High static risk — review source first
- shapExplains model predictions with SHAP, selecting suitable explainers and checking feature attributions against the data and model output structure.High static risk — review source first
- tamarindAccesses hosted molecular-design and structural-biology tools through Tamarind, translating a research task into remote API or MCP jobs.High static risk — review source first
- treatment-plansFormats existing clinician-approved treatment decisions into structured documentation, checking local files without originating diagnosis or treatment recommendations.High static risk — review source first
- uncertainty-and-unitsTracks units and propagates measurement uncertainty through scientific calculations, producing dimensionally checked results and explicit uncertainty budgets.High static risk — review source first
- waypoint-bioSupports research with Waypoint microbiome foundation models and related datasets, organizing checkpoint use and evaluation against documented benchmark tasks.High static risk — review source first
stop-describing-uiReviews interface text for redundant explanations and replaces them with clearer labels, controls or spacing.- find-skillsFinds existing agent skills for a requested capability, helping users compare relevant candidates before choosing whether to install one.
- pr-labelingClassifies a skills-CLI pull request from its description and patch, recommending labels while respecting those already assigned.
- triageTriages skills-CLI bugs using reproducible evidence, identifying narrow fixes that merit maintainer attention.
replica-skillEleven Claude skills by Jake Schincariol that map public app flows and rebuild features clean-room style, from recon to deploy.- defuddleExtracts the main readable content of an HTML page into Markdown with Defuddle, reducing surrounding page markup for subsequent reading or analysis.
- json-canvasCreates visual knowledge maps as JSON Canvas files, representing supplied concepts through editable nodes, groups and connections.
- knapCombines structured data with Knap templates to render Markdown notes, supporting repeatable document creation from JSON or CSV inputs.
- obsidian-basesDefines Obsidian Base files with filters, formulas and views, turning existing note properties into configurable database-style displays.
- obsidian-cliUses Obsidian's CLI to manage vault notes and properties, with additional commands for inspecting and developing plugins or themes.
- obsidian-markdownWrites Obsidian-compatible notes with properties, wikilinks, embeds and callouts, preserving syntax needed for the vault's linked reading experience.
Cloudflare Security AuditCloudflare’s defensive audit workflow uses reconnaissance, independent validation and source-grounded reports to investigate a codebase.
vercel-composition-patternsExplains reusable React composition techniques, including compound components, render props and context.
vercel-react-best-practicesProvides Vercel Engineering guidance for performance in React and Next.js applications.
vercel-react-native-skillsCovers performance practices for React Native and Expo, including lists, animations and native modules.
vercel-react-view-transitionsGuides interface animations using React view transitions, including navigation and shared elements.- ad-creativeDevelops paid-ad headlines and copy variants from a campaign brief, supporting creative iteration across messages and audience angles.
- adversarial-reviewerSubjects a code change to a deliberately critical review, looking for concrete weaknesses that a familiar implementation perspective may overlook.
- agent-launcher-orchestratorGuides creation and evaluation of a Claude Managed Agent in the user's account, taking an agent brief toward a launchable configuration.High static risk — review source first
- agent-protocolDefines structured messages between executive-role agents, including invocation, isolation and loop-prevention conventions for coordinated work.
- api-design-reviewerReviews REST API designs for inconsistent conventions and breaking changes, turning endpoint definitions into a structured design scorecard.High static risk — review source first
- boost-asio-proSupports asynchronous C++ networking work with Asio, covering event-loop ownership, concurrent handlers and coroutine-based client or server code.
- business-name-fitEvaluates business-name candidates against a founder's cultural identity and target markets, balancing personal meaning with professional usability.
- c-level-skillsRoutes a management question through the C-level advisory bundle, helping select the relevant executive role or cross-functional workflow.
- caio-reviewQuestions an AI feature plan about model choice, evaluation, regulation and economics, making evidence gaps visible before an executive approves it.
- captureOrganizes an unstructured brain dump into actionable items and reference material while retaining the information supplied in the original notes.
- chief-ai-officer-advisorEvaluates startup AI strategy across sourcing choices, regulation and cost, preparing decision support for an executive rather than implementation code.
- chief-customer-officer-advisorUses retention and customer-segment evidence to examine customer strategy, separating churn causes from headline revenue-retention figures.
- ci-cd-pipeline-builderUses detected stack information to draft a CI/CD baseline, with repeatable checks and distinct delivery stages for each environment.High static risk — review source first
- clinical-researchHelps design a prospective clinical study by organizing endpoint choices and planning assumptions before the protocol is submitted for professional review.High static risk — review source first
- cmo-advisorConnects brand positioning and growth choices to marketing budgets and team design, preparing a coherent marketing leadership plan.
- cmo-reviewChallenges positioning and campaign plans through customer definition, narrative and channel fit, identifying weaknesses behind an unclear marketing message.
- code-reviewerAnalyzes code changes across supported languages for complexity, correctness and review risk, producing actionable findings for pull-request review.High static risk — review source first
- collab-proofReviews a human-agent work session to distinguish contributions and decisions, producing a retrospective grounded in collaboration evidence.
- commercial-forecasterBuilds a bookings or recurring-revenue forecast from pipeline assumptions, separating committed outcomes from optimistic and pipeline-only scenarios.
- competitive-teardownCombines public competitor signals from pricing, reviews and hiring into a structured comparison, keeping observations separate from inferred strategy.
- compliance-readinessQuestions a compliance program about its scope, readiness and evidence, highlighting decisions needed before an audit or a new framework rollout.
- content-creatorRedirects older content-creator requests to more specific writing or marketing workflows, preserving compatibility with a retired entry point.
- copywritingRewrites product-page and landing-page copy from a marketing brief, clarifying the offer and the visitor's next action.
- coverageExamines a project's tests and coverage information to identify untested behaviors and suggest additional checks with meaningful failure detection.
- cpo-advisorExamines product vision, portfolio choices and evidence of market fit to support product-leadership decisions and organizational planning.
- decideRecords a founder-approved decision memo in the executive memory system, keeping its approved outcome separate from discussion transcripts.
- decision-loggerSeparates raw meeting transcripts from approved executive decisions, retaining a decision history that can be reviewed without confusing drafts with commitments.High static risk — review source first
- deep-researchInvestigates a research question across multiple sources, comparing claims and provenance to produce a traceable synthesis with explicit uncertainty.
- engineering-advanced-skillsIndexes an advanced engineering skill collection, helping choose a focused specialist for agent infrastructure, development or operations work.
- epic-designBuilds layered interactive websites from a visual brief, combining scroll-driven storytelling and animation without requiring a WebGL scene.
- eu-ai-act-specialistMaps an AI system and its evidence to operational EU AI Act questions, organizing risk classification and compliance work for specialist review.
- evalCompares completed AgentHub runs using a chosen metric or judge, producing ranked results for an experiment rather than new implementations.
- executive-mentorStress-tests a founder's plan or difficult decision, surfacing tradeoffs and questions for board preparation or a retrospective.
- feature-flags-architectPlans feature-flag rollout and retirement from a project's release needs, including kill switches, ownership and stale-flag cleanup.
- git-worktree-managerSets up isolated Git worktrees for concurrent features, coordinating branches, local ports and environment handling for separate development contexts.High static risk — review source first
- handoffCondenses a working conversation into a continuation document, recording task state and next actions while removing secret values.High static risk — review source first
- hivemindOrganizes isolated coding workers and benchmark comparisons for delegated work, documenting orchestration choices and claimed cost tradeoffs.High static risk — review source first
- iso27001-audit-prepPrepares an ISO 27001 audit through questions about ISMS scope and supporting evidence, organizing gaps ahead of internal or certification review.
- iso42001-specialistReviews an AI management system against ISO 42001 requirements, organizing clause-level evidence gaps and remediation priorities for internal audit preparation.
- knowledge-opsCreates and checks internal procedures from an operations brief, producing maintainable SOPs and runbooks for recurring company work.High static risk — review source first
- linkedin-analyticsAnalyzes a user's LinkedIn performance data to distinguish post-level patterns from noise and formulate a testable explanation for reach changes.
- linkedin-strategyPlans LinkedIn positioning, content themes and publishing cadence around a professional goal, producing a sustainable channel plan rather than individual posts.
- llm-wikiTurns source material into a maintained Obsidian knowledge base, managing concept pages, cross-links and source ingestion over time.High static risk — review source first
- local-seo-managerReviews local-search visibility for service-area businesses, connecting business-profile and location evidence to a focused local SEO action plan.
- loopConfigures an iterative research experiment with a selected interval, defining repeated runs for an existing autoresearch workflow.
- ma-playbookStructures an acquisition decision around diligence, valuation, deal terms and integration, supporting either a buyer or a company preparing to sell.
- marketing-psychologyApplies behavioral concepts to a marketing problem, explaining how a proposed message or experience relates to customer decisions.
- md-documentConverts a long Markdown document into a self-contained HTML reading interface with navigation, search and copying aids.High static risk — review source first
- meeting-analyzerExamines meeting transcripts for communication patterns and behavioral problems, turning observed examples into coaching feedback.
- memory-reviewReviews an agent's stored memory for stale facts, duplication and promotion candidates, turning accumulated notes into a maintenance plan.
- monorepo-navigatorMaps dependencies and package boundaries in a monorepo, helping select affected tests and builds instead of processing every package indiscriminately.
- named-persona-adversarial-reviewReviews code using explicitly named engineering philosophies, comparing concrete implementation choices against documented principles rather than generic checklists.
- notebooklmOperates NotebookLM through its browser interface to locate notebooks and work with their source-grounded questions and materials.
- office-hoursUses a focused founder interview to examine customer problems, distribution and defensibility before offering startup advice.
- paid-adsPlans paid-media campaigns from audience and offer requirements, organizing channel choices, targeting and performance questions for subsequent validation.
- pricing-strategistCompares pricing models and willingness-to-pay research for a product, turning evidence into a pricing hypothesis and validation plan.
- product-discoveryMaps a product opportunity's assumptions and research needs, preparing a discovery sprint before resources are committed to delivery.
- programmatic-seoPlans data-backed page templates for scaled search acquisition, connecting page structure and datasets to distinct visitor tasks and quality requirements.
- pw-reviewReviews Playwright tests for weak assertions and unreliable execution patterns, producing improvements to browser-test quality and maintainability.
- quality-manager-qms-iso13485Organizes medical-device quality-system documentation and audit work around ISO 13485, including corrective actions and document-control processes.
- rag-architectDesigns retrieval pipelines around document chunking, embeddings and search evaluation, relating architecture choices to measurable retrieval quality.
- revenue-operationsExamines SaaS pipeline and revenue measurements to identify forecasting gaps and weaknesses in the go-to-market process.
- runCoordinates the stages of an AgentHub experiment from baseline through evaluation and merge, using the session's selected competition workflow.
- saas-metrics-coachInterprets supplied SaaS revenue and customer figures through retention, acquisition and recurring-revenue metrics, highlighting business-health questions to investigate.
- saas-scaffolderScaffolds a SaaS application's authentication, database, billing and dashboard structure using the source's supported full-stack conventions.High static risk — review source first
- security-guidanceChecks proposed tool actions for common implementation hazards through a Claude Code hook, flagging risky patterns before the action runs.
- senior-computer-visionSupports computer-vision system design across detection and segmentation tasks, connecting model architecture and training choices to visual-analysis requirements.High static risk — review source first
- senior-fullstackCompares full-stack architecture choices and scaffolds supported application stacks, pairing implementation structure with code-quality assessment.High static risk — review source first
- senior-securityRoutes security questions toward threat modeling or focused assessment, using structured risk methods to organize findings and next investigations.High static risk — review source first
- signup-flow-croReviews account-creation and trial-entry flows for conversion friction, turning observed signup obstacles into focused improvement hypotheses.
- skill-security-auditorInspects an agent skill before installation, examining its instructions and files for suspicious permissions or exploitable behavior.High static risk — review source first
- snowflake-developmentSupports Snowflake SQL and data-pipeline development, including managed table updates, stream/task processing and Cortex-based data features.High static risk — review source first
- sql-database-assistantUses database schemas and a query goal to draft SQL, migrations or optimization suggestions for common database and ORM workflows.High static risk — review source first
- stage-launchConverts an approved managed-agent build sheet into API payloads and a resumable launch sequence using the user's own credentials.High static risk — review source first
- statistical-analystAnalyzes experiment results with hypothesis tests, effect sizes and sample-size reasoning, distinguishing statistical evidence from a practical decision.
- vpe-advisorReviews engineering delivery and hiring evidence to locate organizational bottlenecks and prepare priorities for a startup engineering leader.
- webinar-marketingOrganizes a webinar's positioning, promotion and follow-up around demand generation, producing a plan that spans the event lifecycle.
- weekly-reviewReviews commitments and stalled projects on a weekly cycle, producing a refreshed set of next actions and unresolved decisions.
- write-a-skillTurns a repeatable task into a structured agent skill with focused instructions, progressive references and the supporting resources it needs.
Guides that use this category
Best Blender MCP Servers & Skills (2026)Blender MCP connects an AI client to a running Blender session through the Model Context Protocol, so the model can read your scene and run Python through Blender’s API.Blender Agent Skills
Install Claude Code Skills: Folder, Plugin & CLIChoose one of three ways to install Claude Code skills: copy a complete skill folder, install a plugin from its marketplace, or use npx skills add with Claude Code selected.frontend-designpdfvercel-react-best-practices
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Skills directory and structure FAQ
6 questions · what the directory is, how skill folders are laid out, how to submit
What is a Claude skills directory?
A Claude skills directory is a browsable catalog of reusable instructions for Claude and other agents, with links to their sources. AgentSkillsDir is an independent, source-linked directory for discovering Claude and Codex skills, plus separate MCP server and agent collections. It is not Anthropic’s official documentation or a hosted runtime.
What is the typical Claude / agent skills directory structure?
Under the common Agent Skills convention, each skill has its own folder with a SKILL.md file. Optional scripts/, references/ and assets/ folders hold supporting code, documents and templates. This is a common layout, not a requirement for every listed project: follow each repository’s layout and your client’s documentation.
How is AgentSkillsDir different from claude.com docs / skillmd?
AgentSkillsDir provides source links and independent editorial summaries to help you discover resources. It is separate from Anthropic’s official Claude documentation and from other directories such as skillmd. Use official documentation for Claude product behavior and each publisher’s repository for setup, compatibility and license terms. A listing does not certify safety or successful installation.
How do I find the best Claude skills or MCP servers from here?
Start with the task and client you need, then compare the source-linked entries. For focused shortlists, use the video skills, Codex skills or Cursor MCP guides below. Check each candidate’s prerequisites and source terms; inclusion is not a promise that it will work in your setup.
How do I submit a skill or MCP server?
Open the submission page and share the public repository or project URL for manual review. Nothing is published automatically, and listing is not guaranteed. If online intake is unavailable, email the public link to submit@agentskillsdir.com.
What is a SKILL.md file?
SKILL.md is the instruction file in an Agent Skills folder. In the standard format, YAML front matter records a name and description, followed by Markdown instructions explaining the task. Read it and any supporting scripts before enabling a skill; the file is instructions, not proof of an audited or tested workflow.
