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Claude Skills by pjt222
github.com/pjt2223,966 skills10 installs4,506 views
- Scale ColonyScale distributed sys+orgs → colony budding, role differentiation, growth-triggered arch transitions. Growth phase recognition, age polyethism, fission protocols, inter-colony coord, scaling limit detect. Use → team that worked at 10 breaks at 50, comms overhead > productive output, plan growth proactive, coord failures correlate w/ size.Votes: 0GitHub stars: 31
- Screen TrademarkScreen proposed trademark → conflicts + distinctiveness pre-filing. TM DB search (TMview, WIPO, USPTO TESS), Abercrombie spectrum, likelihood-of-confusion (DuPont|EUIPO), common law rights, goods/services overlap. Produces conflict report w/ risk matrix. Use → pre-adopt new brand|logo|slogan — distinct from patent prior art (diff DBs, legal frame, methods).Votes: 0GitHub stars: 31
- Script Blender AutomationBlender Python scripts → procedural modeling, animation, batch ops, add-on dev w/ advanced bpy API. Use → automate repetitive tasks, gen procedural geometry from algos|data, batch render w/ param variations, build custom operators|add-ons, integrate w/ external pipelines+APIs.Votes: 0GitHub stars: 31
- Search Prior ArtPrior art search for invention|patent claim. Patent + non-patent (academic, products, OSS), defensive pubs, standard-essential patents. Use → eval novelty+non-obvious pre-file, challenge existing patent validity, support FTO analysis, document defensive pub, respond to office action questioning novelty.Votes: 0GitHub stars: 31
- Security Audit CodebaseSecurity audit codebase → exposed secrets, vulnerable deps, injection vulns, insecure configs, OWASP Top 10. Use → pre-publish|deploy, periodic security review, post-auth|API integ added, pre-OSS private repo, prep security compliance audit.Votes: 0GitHub stars: 31
- Select Print MaterialChoose 3D print material → mechanical|thermal|chemical reqs. PLA, PETG, ABS, ASA, TPU, Nylon, resin variants w/ property compare. Use → select for specific reqs, outdoor|chemical exposure, food-safe|biocompat, balance printability vs perf, troubleshoot material-related fails.Votes: 0GitHub stars: 31
- Serialize Data FormatsSerialize+deserialize across JSON|XML|YAML|Protobuf|MessagePack|Arrow/Parquet. Format selection, encode/decode patterns, perf tradeoffs, interop. Use → choose wire format for API, persist structured data to disk, exchange between langs, optimize size|speed, migrate formats.Votes: 0GitHub stars: 31
- Setup Automl PipelineConfigure AutoML pipelines via Optuna|Ray Tune for hyperparam opt. Efficient search (Hyperband, ASHA), search spaces, early stopping → find optimal w/ min manual tune. Use → new ML project find configs fast, retrain w/ new data + re-opt hyperparams, compare algos, team lacks deep hyperparam expertise.Votes: 0GitHub stars: 31
- Setup Compose StackConfigure Docker Compose stacks for common app patterns. Web app + DB + cache + worker, named volumes, networks, health checks, depends_on, env mgmt, profiles. Use → run web app w/ DB|cache, dev env w/ multi services, bg workers w/ API, reproducible multi-service envs across teams.Votes: 0GitHub stars: 31
- Setup Container RegistryConfigure container image registries including GitHub Container Registry (ghcr.io), Docker Hub, and Harbor with automated image scanning, tagging strategies, retention policies, and CI/CD integration for secure image distribution. Use when setting up a private container registry, migrating from Docker Hub to self-hosted registries, implementing vulnerability scanning in CI/CD pipelines, managing multi-architecture images, enforcing image signing, or configuring automatic cleanup and retention...Votes: 0GitHub stars: 31
- Setup Docker ComposeConfigure Docker Compose for multi-container R dev envs. Service defs, volume mounts, networking, env vars, dev vs prod. Use → run R w/ other services (DBs, APIs), reproducible R dev env, orchestrate R-based MCP server, manage env vars + volume mounts for R projects.Votes: 0GitHub stars: 31
- Setup Github Actions CiConfigure GitHub Actions CI/CD for R packages including R CMD check on multiple platforms, test coverage reporting, and pkgdown site deployment. Uses r-lib/actions for standard workflows. Use when setting up CI/CD for a new R package, adding multi-platform testing to an existing package, configuring automated pkgdown site deployment, or adding code coverage reporting to a repository.Votes: 0GitHub stars: 31
- Setup Gxp R ProjectSet up R project compliant w/ GxP regs (21 CFR Part 11, EU Annex 11). Validated envs, qualification docs, change control, electronic records. Use → start R analysis in regulated env (pharma, biotech, med devices), R for clinical trial analysis, validated compute env for regulatory submissions, impl 21 CFR Part 11|EU Annex 11.Votes: 0GitHub stars: 31
- Setup Local KubernetesSet up a local Kubernetes development environment using kind, k3d, or minikube for fast inner-loop development. Covers cluster creation, ingress configuration, local registry setup, and integration with development tools like Skaffold and Tilt for automatic rebuild and redeploy workflows. Use when needing a local Kubernetes environment for development, testing manifests or Helm charts before production deployment, wanting fast automatic rebuild-and-redeploy cycles, or learning Kubernetes with...Votes: 0GitHub stars: 31
- Setup Prometheus MonitoringConfigure Prometheus for time-series metrics → scrape configs, service discovery, recording rules, federation for multi-cluster. Use → centralized metrics for microservices, time-series monitoring app+infra, foundation for SLO/SLI+alerting, migrate legacy → modern observability.Votes: 0GitHub stars: 31
- Setup Putior CiSet up GitHub Actions CI/CD to automatically regenerate putior workflow diagrams on push. Covers workflow YAML creation, R script for diagram generation with sentinel markers, auto-commit of updated diagrams, and README sentinel integration for in-place diagram updates. Use when workflow diagrams should always reflect the current state of the code, when multiple contributors may change workflow-affecting code, or when replacing manual diagram regeneration with an automated CI/CD pipeline.Votes: 0GitHub stars: 31
- Setup Service MeshDeploy+configure service mesh (Istio|Linkerd) → secure svc-to-svc, traffic mgmt, observability, policy enforce in K8s. Install, mTLS, routing, circuit break, monitoring integ. Use → microservices need encrypted svc-to-svc, fine traffic ctrl (canary|A/B), observability w/o app changes, consistent circuit break+retry policies.Votes: 0GitHub stars: 31
- Setup Tailwind TypescriptConfigure Tailwind CSS w/ TS in Next.js|React project. Install, config, custom theme ext, component patterns, type-safe styling utilities. Use → add Tailwind to existing TS project, customize theme for design system, type-safe component styling, configure plugins+ext.Votes: 0GitHub stars: 31
- Setup Uptime ChecksConfigure external uptime monitoring via Blackbox Exporter + Prometheus. SSL cert monitor, HTTP endpoint health checks, status pages for customer-facing. Use → monitor customer endpoints (APIs, sites), track SSL expiry, validate avail multi regions, create public status pages, meet SLA reqs for uptime reporting.Votes: 0GitHub stars: 31
- Setup Wsl Dev EnvironmentWSL2 dev env on Windows: shell config, tools, Git, SSH keys, Node.js, Python, cross-platform paths. Use → new Windows machine, first WSL2 setup, add tools to existing WSL, or WSL+Windows workflows.Votes: 0GitHub stars: 31
- Sharpen KnifeSharpen knives w/ whetstones, field stones, improvised abrasives. Blade anatomy, bevel, whetstone tech (coarse→fine), strop, sharpness test, field methods, edge maintenance. Use → fingernail test fails, excess pressure, before trip, after heavy use, visible nicks/rolled edge. Bushcraft, folding, garden tools.Votes: 0GitHub stars: 31
- Shift CamouflageCuttlefish-inspired adaptive interfaces — polymorphic APIs, context-aware behavior, feature flags, attack surface reduction. Env assess, chromatophore map, dynamic interface gen, behavioral polymorphism, pattern disruption. Use → diff faces to diff observers, reduce attack surface, feature flags | progressive rollout at interface, adapt behavior to env w/o core change.Votes: 0GitHub stars: 31
- ShineRadiant authenticity — channeling genuine engagement → illuminate problems + dissolve opposition through clarity not force. AI: full presence, genuine investment, luminous clarity per response → quality engagement resolves what arg cannot. Use → adversarial task, defensive/performative comm, before creative/high-stakes deliverable, opposition tempts retreat.Votes: 0GitHub stars: 31
- Shiva BhagaDestruction + dissolution — controlled dismantle stale patterns, ctx purge, assumption clear, dead-code elim. Shiva's transformative destruction → AI reasoning: ID what must end so better begins, dissolve attachment to outdated, create space via intentional release. Use → ctx accumulated stale, failed approach needs discard not patch, dead code/zombie tasks noise, before major pivot needing clearing.Votes: 0GitHub stars: 31
- Simulate Cpu ArchitectureDesign + simulate min CPU from scratch: define ISA, build datapath (ALU, reg file, PC, mem interface), design control unit (hardwired | microprogrammed), impl fetch-decode-exec cycle, verify by tracing small prog clock cycle by cycle. Capstone "computer inside computer" exercise composing combinational + sequential blocks → complete processor.Votes: 0GitHub stars: 31
- Simulate Stochastic ProcessSimulate stochastic processes (Markov chains, random walks, SDEs, MCMC) w/ convergence diagnostics, variance reduction, viz. Use → sample paths for est/predict/viz, analytical intractable, Monte Carlo needing convergence guarantees, validate analytical vs empirical, sample complex posteriors via MCMC.Votes: 0GitHub stars: 31
- Solve Electromagnetic InductionSolve EM induction probs via changing magnetic flux: Faraday's law, Lenz, motional EMF, mutual + self-inductance, RL circuit transients. Use → induced EMF from time-varying B | moving conductors, current direction via Lenz, inductance + energy storage in mag fields, RL ODE for switching transients.Votes: 0GitHub stars: 31
- Solve Modular ArithmeticSolve mod arithmetic probs: congruences, systems via CRT, mod inverses, Euler's theorem. Manual + computational. Use → linear congruences, mod inverses, large mod exponentiation, simultaneous congruences (CRT), cyclic groups + discrete log contexts.Votes: 0GitHub stars: 31
- Solve Trigonometric ProblemSolve trig eqns + triangle probs systematically: identities, law of sines/cosines, inverse fns, unit circle. Eqn solving, triangle resolution, identity verify, applied modeling. Use → trig eqns for unknown angles, triangles from partial info (SSS, SAS, ASA), verify identities, real-world trig (surveying, physics, eng).Votes: 0GitHub stars: 31
- Study Hebrew LettersStudy 22 Hebrew letters as mystical symbols. Letter forms, numerical values, elemental/planetary/zodiacal correspondences, Sefer Yetzirah attributions, contemplative meditation tech. Use → study letter's mystical dim beyond linguistic, learn SY mothers/doubles/simples, need correspondences (element/planet/zodiac), Hebrew letter viz/chant meditation, Tree of Life paths + assigned letters.Votes: 0GitHub stars: 31
- Submit To CranComplete proc → submit R pkg to CRAN. Pre-sub checks (local, win-builder, R-hub), cran-comments.md prep, URL + spell checks, sub itself. Covers first sub + updates. Use → pkg ready for initial CRAN release, sub updated ver of existing CRAN pkg, re-sub after CRAN reviewer feedback.Votes: 0GitHub stars: 31
- Survey Insect PopulationDesign + exec insect pop surveys: design, sampling methods, field exec, ID, diversity indices (Shannon-Wiener, Simpson), stats, reporting. Covers objectives, sites, sampling intensity + replication, methods per taxa, standardize effort, env covariates, ID to lowest taxonomic, species richness, H', 1-D, evenness, rarefaction curves, multivariate ordination, reports w/ species lists + conservation implications. Use → baseline biodiv assessments, monitor over time, compare across habitats/treatm...Votes: 0GitHub stars: 31
- Survey Theoretical LiteratureSurvey + synthesize theoretical lit on topic. ID seminal papers, key results, open problems, cross-domain connections. Use → start research on unfamiliar topic, write lit review for paper/thesis, ID open probs + research gaps, find cross-domain connections, eval novelty of proposed contribution vs existing.Votes: 0GitHub stars: 31
- Sweep Flag NamespaceBulk-extract candidate flags from binary namespace → inventory w/ occurrence counts + call-type tags → cross-ref vs documented set → track completeness across probe campaigns until undocumented remainder = 0. Covers prefix harvest, gate-vs-telemetry disambig at call-site, completeness metrics, DEFAULT-TRUE pop report, final confirm scan. Use upstream of probe-feature- flag-state → complete catalog (not sample), or wave-based campaign needs verifiable end condition.Votes: 0GitHub stars: 31
- Tai ChiPractice tai chi chuan as martial art + internal cultivation. Standing meditation (zhan zhuang), silk reeling, Yang 24-movement form, martial application, push hands (tui shou), breath + qi integration, daily practice. Use → begin/deepen practice for health/martial, whole-body coord + relaxed alignment, complement meditation w/ moving mindfulness, low-impact daily movement any age.Votes: 0GitHub stars: 31
- Teach GuidanceGuide person to be better teacher + explainer. AI coaches content structuring, audience calibration, explanation clarity, Socratic Q tech, feedback interpretation, reflective practice for tech presentations, docs, mentoring. Use → person needs prep coaching for tech presentation, wants better docs/tutorials, struggles to explain across expertise levels, mentoring colleague, prepping for talk.Votes: 0GitHub stars: 31
- TeachAI knowledge transfer calibrated to learner level + needs. Models learner mental state, scaffolds known → unknown via Vygotsky's ZPD, employs Socratic questioning to verify, adapts on feedback. Use → user asks "how does X work?" needs graduated explanation, questions reveal conceptual gap, prev explanations didn't land, concept depends on prereqs learner may not have.Votes: 0GitHub stars: 31
- Test A2a InteropTest A2A interop between agents: validate Agent Card conformance, exercise task lifecycle states, verify streaming + err handling. Use → verify new A2A server impl before deploy, validate interop between A2A agents, conformance tests in CI/CD, debug fails in multi-agent A2A workflows, certify agent meets A2A protocol for registry.Votes: 0GitHub stars: 31
- Test Cli ApplicationIntegration tests for Node.js CLI app via built-in node:test. exec helper, output assertions, fs state verify, cleanup hooks, JSON parsing, err cases, state restoration after destructive. Use → add tests to existing CLI, test new cmd, verify adapter behavior across frameworks, setup CI.Votes: 0GitHub stars: 31
- Test Shiny AppTest Shiny apps via shinytest2 for e2e browser tests + testServer() for unit-testing module server logic. Snapshot testing, CI integration, mock external services. Use → add tests to existing Shiny app, set up testing strategy for new project, regression tests before refactor, integrate into CI/CD.Votes: 0GitHub stars: 31
- Test Team CoordinationExec test scenario vs team, observe coordination pattern behaviors, eval acceptance criteria, gen structured RESULT.md. Use → validate team's coordination pattern produces expected behaviors during realistic task, compare patterns on equivalent workloads, establish baseline perf.Votes: 0GitHub stars: 31
- Tidy Project StructureOrganize project files → conventional dirs, update stale READMEs, clean config drift, archive deprecated w/o changing code logic. Use → files scattered no clear org, READMEs outdated/broken examples, config files multiplied across dev/staging/prod, deprecated in root, naming conventions inconsistent.Votes: 0GitHub stars: 31
- Track Ml ExperimentsSet up MLflow tracking server for experiment mgmt, config autologging for popular ML frameworks, cmp runs w/ metrics + viz, manage artifacts in remote storage backends for reproducible ML workflows. Use → start new ML proj needing experiment tracking, migrate from manual logs to automated, cmp multi training runs systematically, build reproducible ML w/ full lineage tracking.Votes: 0GitHub stars: 31
- Translate ContentTranslate agent-almanac content (skills, agents, teams, guides) → target locale, preserve code blocks, IDs, tech structure. Scaffolding, frontmatter setup, prose translation, code preservation, freshness tracking. Use → localize for new lang, update stale translations after src changes, batch-translate domain.Votes: 0GitHub stars: 31
- TransmuteTransform single fn, module, data structure → another form preserving essential behavior. Lighter-weight than full athanor cycle, suitable for targeted conversions where in/out forms well-understood. Use → convert fn between langs, shift module between paradigms, migrate API consumer to new ver, convert data formats, replace dep — when scope = single fn, class, module not full system.Votes: 0GitHub stars: 31
- Troubleshoot Mcp ConnectionDiagnose and fix MCP server connection issues between Claude Code, Claude Desktop, and MCP servers. Covers Windows argument parsing, authentication failures, transport issues, and platform-specific debugging. Use when Claude Code or Claude Desktop fails to connect to an MCP server, when MCP tools don't appear in sessions, on "cannot attach the server" errors, when a working connection has stopped, or when setting up MCP on a new machine.Votes: 0GitHub stars: 31
- Troubleshoot Print IssuesDiagnose and fix common 3D printing failures through systematic symptom analysis. Covers adhesion, stringing, layer shifts, warping, and under/over-extrusion issues. Use when a print fails during the first layer or partway through, finished prints have quality defects (stringing, blobs, gaps), dimensional accuracy issues occur (warping, elephant foot), layer adhesion fails, or new material or hardware changes are causing inconsistent results.Votes: 0GitHub stars: 31
- Troubleshoot SeparationSystematically diagnose and resolve chromatographic separation problems: document symptoms, identify root causes for peak shape and retention anomalies, evaluate matrix effects, and implement targeted fixes using a one-variable-at-a-time approach for GC and HPLC systems.Votes: 0GitHub stars: 31
- Unleash The AgentsLaunch all available agents in parallel waves for open-ended hypothesis generation on problems where the correct domain is unknown. Use when facing a cross-domain problem with no clear starting point, when single-agent approaches have stalled, or when diverse perspectives are more valuable than deep expertise. Produces a ranked hypothesis set with convergence analysis and adversarial refinement.Votes: 0GitHub stars: 31
- Update Skill ContentUpdate the content of an existing SKILL.md to improve accuracy, completeness, and clarity. Covers version bumping, procedure refinement, pitfall expansion, and related skills synchronization. Use when a skill's procedures reference outdated tools or APIs, the Common Pitfalls section is thin, Related Skills has broken cross-references, or after receiving feedback that a skill's procedures are unclear or incomplete.Votes: 0GitHub stars: 31