mattpocock-skills
claudeMatt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
375 agentic skills across 67 domains, 76 agent personas, and 22 team compositions following the agentskills.io open standard
Not in a marketplace yet, so it loads for one session with --plugin-dir.
Plugin agent-almanac in pjt222/agent-almanac. Commands read from the repo's manifest — today.
adapt-architectureExecute structural metamorphosis using strangler fig migration, chrysalis phases, and interface preservation. Covers transformation planning, parallel running, progressive cutover, rollback design, and post-metamorphosis stabilization for system architecture evolution. Use when assess-form has class
adapticMaster skill composing the 5-step synoptic cycle for panoramic synthesis across multiple domains. Orchestrates meditate, expand-awareness, observe, awareness, integrate-gestalt, and express-insight into a coherent process that produces unified understanding rather than sequential compromise. Use whe
add-puzzle-typeadd-rcpp-integrationaikidoanalyze-codebase-for-mcpanalyze-codebase-workflowanalyze-diffusion-dynamicsanalyze-generative-diffusion-modelanalyze-kernel-bottleneckanalyze-magnetic-fieldanalyze-magnetic-levitationanalyze-prime-numbersanalyze-tensegrity-systemannotate-source-filesapply-gematriaapply-semantic-versioningappraise-gemstoneargumentationassess-contextassess-formassess-holistic-healthassess-ip-landscapeassess-trail-conditionsathanorattuneaudit-dependency-versionsaudit-discovery-symlinksaudit-icon-pipelineawarenessbasic-obediencebehavioral-modificationbootstrap-agent-identitybrahma-bhagabreathebuild-ci-cd-pipelinebuild-cli-pluginbuild-coherencebuild-consensusbuild-custom-mcp-serverbuild-feature-storebuild-grafana-dashboardsbuild-parameterized-reportbuild-pkgdown-sitebuild-sequential-circuitbuild-shiny-modulebuild-tcg-deckcatalog-collectioncentercheck-hiking-gearcheck-relocation-documentschoose-loop-wakeup-intervalchrysopoeiacircuit-breaker-patternclean-codebasecollect-preserve-specimenscommit-changescompose-sacred-musicconduct-empirical-wire-captureconduct-gxp-auditconduct-post-mortemconduct-retrospectiveconfigure-alerting-rulesconfigure-api-gatewayconfigure-git-repositoryconfigure-ingress-networkingconfigure-log-aggregationconfigure-mcp-serverconfigure-nginxconfigure-putior-mcpconfigure-reverse-proxyconscientiousnessconstruct-geometric-figureconsult-natural-historycontainerize-mcp-servercoordinate-reasoningcoordinate-swarmcorrelate-observability-signalscreate-2d-compositioncreate-3d-scenecreate-agentcreate-dockerfilecreate-github-issuescreate-github-releasecreate-glyphcreate-multistage-dockerfilecreate-pull-requestcreate-quarto-reportcreate-r-dockerfilecreate-r-packagecreate-skillcreate-spatial-visualizationcreate-teamcreate-work-breakdown-structurecross-review-projectcultivate-bonsaicurate-collectioncut-gemstonedecode-minified-js-gatesdecommission-validated-systemdefend-colonydefine-slo-sli-sladeploy-edge-ai-modeldeploy-ml-model-servingdeploy-searxngdeploy-shiny-appdeploy-shinyproxydeploy-to-kubernetesdeploy-to-vercelderive-theoretical-resultdesign-a2a-agent-carddesign-acoustic-levitationdesign-cli-outputdesign-compliance-architecturedesign-electromagnetic-devicedesign-logic-circuitdesign-on-call-rotationdesign-serialization-schemadesign-shiny-uidesign-training-programdetect-anomalies-aiopsdevelop-gc-methoddevelop-hplc-methoddissolve-formdocument-insect-sightingdraft-project-charterdreamdu-dumenforce-policy-as-codeenhance-glyphescalate-issuesevaluate-agent-frameworkevaluate-boolean-expressionevaluate-levitation-mechanismevolve-agentevolve-skill-from-tracesevolve-skillevolve-teamexpand-awarenessexplore-diophantine-equationsexpress-insightfail-early-patternfile-trademarkfit-drift-diffusion-modelfit-hidden-markov-modelforage-plantsforage-resourcesforage-solutionsforecast-operational-metricsformat-apa-reportformat-citationsformulate-herbal-remedyformulate-maxwell-equationsformulate-quantum-problemfungi-identificationgenerate-puzzlegenerate-statistical-tablesgenerate-status-reportgenerate-tour-reportgenerate-workflow-diagramgold-washinggrade-tcg-cardgratitudeheadless-web-scrapingheal-guidancehealhonesty-humilityidentify-gemstoneidentify-insectimplement-a2a-serverimplement-audit-trailimplement-diffusion-networkimplement-electronic-signaturesimplement-gitops-workflowimplement-pharma-serialisationinstall-almanac-contentinstall-putiorinstrument-distributed-tracingintegrate-gestaltinterpret-chromatograminterpret-ir-spectruminterpret-mass-spectruminterpret-nmr-spectruminterpret-raman-spectruminterpret-uv-vis-spectrumintrinsicinvestigate-capa-root-causelabel-training-datalearn-guidancelearnlisten-guidancelistenmaintain-hand-toolsmake-firemanage-backlogmanage-bibliographymanage-change-controlmanage-changelogmanage-engagement-buffermanage-git-branchesREADMEyour-agent-nameBrief description of what this agent does (1-2 sentences)
acp-developerAgent-to-Agent (A2A) protocol developer for building interoperable agent systems using Google's open A2A standard with JSON-RPC, task lifecycle, and streaming
adapticPanoramic synthesis through simultaneous multi-domain awareness — perceives the whole field before acting on any part, forming emergent insights from cross-domain resonances and tensions - adaptic - expand-awareness - integrate-gestalt - express-insight
adversarial-verifierRead-only adversarial verifier that re-derives every drafted claim from an already-captured artifact and blocks the unsupported ones — cannot execute, edit, or reach the network, so its verdict depends on nothing it could have changed
advocatus-diaboliConstructive contrarian for rigorous assumption-testing, counterargument generation, Socratic questioning, and logical fallacy detection — steelmans opposing positions before challenging claims
alchemistCode/data transmutation via four-stage alchemical process (nigredo/albedo/citrinitas/rubedo) with meditate/heal checkpoints
apa-specialistAPA 7th edition compliance specialist for academic manuscripts, covering citation formatting, table/figure styling, document structure, and Quarto/papaja implementation
artisanHandmade craft specialist who transforms raw natural materials — plant fibres, wood, leather, blades — into functional handmade artifacts through papermaking, hand-tool sharpening and maintenance, and material preservation
auditorGxP audit and investigation specialist for audit planning, execution, finding classification, CAPA root cause analysis, inspection readiness, data integrity monitoring, and vendor qualification
blender-artist3D and 2D visualization specialist using Blender Python API for scene creation, procedural modeling, animation, rendering, and 2D composition
chromatographerChromatographic method development and validation specialist for GC and HPLC with ICH Q2 compliance
citizen-entomologistCuriosity-driven insect guide that celebrates discovery, uses common names alongside scientific names, and channels observations into citizen science platforms like iNaturalist and BugGuide
claw-polisherOpen-source contributor specializing in NVIDIA Claw ecosystem projects (OpenClaw, NemoClaw, NanoClaw) with security-aware audit, false positive prevention, and convention-strict PR workflow
cli-developerCLI and terminal tool development specialist for Commander.js applications, plugin architectures, terminal UX with chalk, and integration testing with node:test
code-reviewerReviews code changes, pull requests, and provides detailed feedback on code quality, security, and best practices
conservation-entomologistConservation-focused insect specialist that frames every interaction around ecosystem roles, habitat preservation, population trends, and the ecological consequences of insect decline
contemplativeMeta-cognitive practice specialist embodying the foundational tending skills — meditation, healing, centering, attunement, and creative stillness
designerOrnamental design specialist for historical and modern style analysis, colorblind-accessible palettes, and AI-assisted image generation using Z-Image
devops-engineerInfrastructure and platform engineering agent for CI/CD, Kubernetes, GitOps, service mesh, observability, and chaos engineering
diffusion-specialistDiffusion process specialist bridging cognitive drift-diffusion models and generative AI diffusion models for parameter estimation and implementation
dog-trainerCanine behavior specialist for obedience training, socialization, and behavioral modification using positive reinforcement and force-free methods
edge-ai-engineerEdge AI deployment specialist for on-device inference using Google AI Edge Gallery, TFLite, ONNX Runtime, and MediaPipe with model quantization and hardware delegate optimization
empirical-investigatorEmpirical CLI and binary investigation specialist for wire capture, feature flag probing, version baseline monitoring, and responsible disclosure of reverse-engineering findings
etymologistHistorical linguistics specialist for etymology research, proto-language root tracing, cognate comparison, semantic drift documentation, and folk etymology identification with scholarly precision
fabricator3D printing and additive manufacturing specialist covering FDM, SLA, and SLS processes from model preparation through troubleshooting
framework-scoutOpen-source agent framework assessor that evaluates community health, supersession risk, architecture alignment, and governance sustainability to classify investment readiness before committing resources
frontend-runtime-verifierRuntime verification specialist that boots a web frontend headlessly, drives it to the changed surface, and captures pixel, console, and network evidence to return a PASS/FAIL verdict with the one screenshot a reviewer needs
gardenerPlant cultivation guide for bonsai, soil preparation, biodynamic calendar planning, garden observation, and hand tool maintenance with contemplative checkpoints
geometristClassical and computational geometry specialist for ruler-and-compass constructions, Euclidean proofs, trigonometric problem solving, and geometric transformations
gxp-validatorComputer Systems Validation and compliance lifecycle specialist covering 21 CFR Part 11, EU Annex 11, GAMP 5, compliance architecture, change control, electronic signatures, SOPs, data integrity monitoring, training programmes, and system decommissioning
hiking-guideOutdoor trip planning guide for hiking tours covering trail selection, difficulty grading, gear checklists, route duration estimation, and safety protocols
hildegardMedieval polymath persona channeling Hildegard von Bingen — herbal medicine from Physica, holistic health from Causae et Curae, sacred music composition, viriditas philosophy, and natural history consultation
ip-analystPatent landscape mapping, prior art search, trademark screening, FTO analysis
janitorTriple-scope maintenance agent for codebase cleanup, project-level tidying, and physical space janitorial knowledge with triage-and-escalate pattern
jigsawr-developerSpecialized agent for jigsawR package development covering puzzle generation, pipeline integration, PILES notation, ggpuzzle layers, Quarto docs, and Shiny app
kabalistKabbalistic studies guide for Tree of Life navigation, gematria computation, and Hebrew letter mysticism with scholarly and contemplative approaches
kernel-optimizerGPU kernel optimization specialist for CUDA/SASS performance engineering — from roofline analysis through software pipelining to CuAssembler hand-tuning
lapidaryGemstone specialist for identification, cutting techniques, polishing methods, and value appraisal with safety-first approach
librarianKnowledge organization and library management specialist for cataloging, classification, collection curation, material preservation, and information retrieval
logicianDigital logic specialist for Boolean algebra, gate-level circuit design, sequential logic, and CPU architecture simulation — building computers from first principles
markovianStochastic process specialist covering Markov chains, hidden Markov models, MDPs, MCMC, and convergence diagnostics
martial-artistDefensive martial arts instructor for tai chi, aikido, and situational awareness with de-escalation and grounding techniques
mcp-developerMCP server development specialist that analyzes codebases to identify tool-exposure opportunities and scaffolds Model Context Protocol servers
memex-keeperCustodian of the agent's documentary persistent self — loads and logs the cross-session bias-log through the memex store, and maintains the memex companion repo (verify gate, milestone handoff)
mlops-engineerML operations agent for experiment tracking, model registry, feature stores, ML pipelines, model serving, drift monitoring, and AIOps
mycologistFungi specialist for field identification, cultivation guidance, mycelial ecology, and mushroom safety with absolute safety-first approach
mysticEsoteric practices guide for energy healing, meditation facilitation, and coordinate remote viewing with structured protocols
nlp-specialistComputational natural language processing specialist for text preprocessing, transformer fine-tuning, named entity recognition, sentiment analysis, and NLP evaluation metrics using spaCy, HuggingFace Transformers, and NLTK
number-theoristNumber theory specialist for prime analysis, modular arithmetic, and Diophantine equations with computational and proof-based approaches
physicistClassical and applied physics specialist covering electromagnetism, levitation mechanisms, and physical device design from Maxwell's equations to maglev systems
polymathCross-disciplinary synthesis; spawns domain-specific subagents, synthesizes findings across domains, and produces integrated insights
project-managerProject management agent for agile and classic methodologies covering charter drafting, WBS creation, sprint planning, backlog management, status reporting, and retrospectives
prospectorMineral and precious metal finder for geological reading, field identification, alluvial gold recovery, and responsible site assessment
putior-integratorWorkflow visualization specialist that integrates the putior R package into arbitrary codebases for annotation-driven Mermaid diagram generation across 30+ languages
quarto-developerQuarto CLI specialist for multilingual QMD files, technical documentation, books, websites, presentations, dashboards, and manuscript publishing
r-developerSpecialized agent for R package development, data analysis, and statistical computing with MCP integration
relocation-expertCross-border relocation specialist for EU/DACH region covering residence registration, work permits, tax, health insurance, and social security coordination
security-analystSpecialized agent for security auditing, vulnerability assessment, and defensive security practices
senior-data-scientistReviews statistical analyses, ML pipelines, data quality, model validation, and data serialization practices
senior-researcherExpert peer reviewer of research methodology, experimental design, statistical analysis, and scientific writing
senior-software-developerArchitecture reviewer evaluating system design, SOLID principles, scalability, API design, and technical debt
senior-ux-ui-specialistUsability and accessibility reviewer applying Nielsen heuristics, WCAG 2.1, keyboard/screen reader audits, and user flow analysis
senior-web-designerVisual design reviewer evaluating layout, typography, colour, spacing, responsive behaviour, and brand consistency
shamanShamanic practitioner for journeying, plant medicine guidance, soul retrieval, and ceremonial facilitation with structured protocols and safety-first approach
shapeshifterMetamorphic transformation agent that guides and executes architectural adaptation, structural dissolution, regenerative repair, and adaptive surface control
shiny-developerShiny application specialist for reactive web apps in R, covering scaffolding (golem/rhino/vanilla), modules, bslib theming, testing with shinytest2, performance optimization, and deployment
skill-reviewerSkill quality reviewer for SKILL.md format validation, content assessment, and structural refactoring following the agentskills.io standard
spectroscopistSpectroscopic analysis specialist for NMR, IR, MS, UV-Vis, and Raman interpretation with multi-technique structure elucidation
survivalistWilderness survival instructor agent for fire craft, water purification, and plant foraging with safety-first guidance
swarm-strategistCollective intelligence advisor for distributed coordination, foraging optimization, consensus building, colony defense, and scaling strategies
taxonomic-entomologistMethodical insect taxonomist employing dichotomous keys, formal nomenclature, explicit confidence levels, and museum-grade preservation standards for rigorous species identification
tcg-specialistTrading card game grading (PSA/BGS/CGC), deck building, collection management for Pokemon/MTG/FaB/Kayou
theoretical-researcherTheoretical science researcher spanning quantum physics, quantum chemistry, and theoretical mathematics focused on derivation, proof, and literature synthesis
tour-plannerSpatial and temporal tour planning specialist using open-source maps, R geospatial packages, and interactive visualization for route optimization and cartographic output
translatorLLM-assisted translation specialist for localizing skills, agents, teams, and guides while preserving code blocks, IDs, and technical accuracy
version-managerSoftware versioning specialist for semantic versioning, changelog management, release planning, and dependency version auditing
web-developerFull-stack web development agent for Next.js, TypeScript, and Tailwind CSS projects with deployment and environment setup
Matt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
15 skills · hooks
Official Next.js skills: adopt and optimize Cache Components, adopt Partial Prefetching, and verify runtime behavior against a running dev server.
6 skills
Persistent memory for Claude Code: the next session starts where the last one left off.
29 skills · 1 MCP server · hooks
tasteskill 2.5.1: professional company websites at the figma.com and x.ai level, with one section per screen, real photographs, real product UI, effects kept for tech and gaming pages, and a real-browser checker and finish gate.
1 skill
Cross-session memory and token savings for coding agents.
6 skills · 1 agent · 1 MCP server · hooks
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