All authors
Claude Skills by stanfish06
github.com/stanfish061,787 skills13 installs1,944 views
- Evaluate SkillEvaluate a local Codex skill in engineer-friendly terms. Use when the user says "evaluate this skill", "give me an analysis of the game dev skill", "audit this skill", "why did this score that way", "what should I fix first", or asks for a skill-specific report before benchmarking it.Votes: 0GitHub stars: 8
- Evo2 NimGenerate and analyze DNA sequences using NVIDIA's Evo 2 BioNeMo NIM microservice. Use for Evo2/Evo 2, DNA generation, genomic sequence generation, hosted generation, local Docker deployment, local forward passes, layer outputs, logits, sampled probabilities, and BioNeMo NIM workflows.Votes: 0GitHub stars: 8
- Evolutionary BiologistExpert-thinking profile for Evolutionary Biologist (computational / field / experimental evolution): Reasons from coalescent demography, MSC gene-tree discordance, and selection–drift nulls; runs IQ-TREE/BEAST/ASTRAL/ANGSD workflows while treating LBA, rogue taxa, batch effects, and uncorrected genome scans as first- class failure modes.Votes: 0GitHub stars: 8
- Exercise PhysiologistExpert-thinking profile for Exercise Physiologist (human performance laboratory / clinical CPET / applied sport science): Reason from the Fick principle and verified gas exchange: separate VO2max, VT1/RCP, MLSS, and lactate kinetics before metabolic carts, biopsy, MRS, or periodization prescriptions.Votes: 0GitHub stars: 8
- Exoplanet ScientistExpert-thinking profile for Exoplanet Scientist (detection / RV & transits / atmospheric retrieval / occurrence demographics): Reasons from Keplerian motion, transit and RV geometry, and degenerate retrieval spaces through TLS/BLS searches, centroid and odd-even vetting, RadVel and GP activity models, and petitRADTRANS retrievals while treating eclipsing-binary blends, stellar-rotation-mimicking RV signals, and look-elsewhere completeness...Votes: 0GitHub stars: 8
- Experimental PhysicistExpert-thinking profile for Experimental Physicist (laboratory / apparatus / precision measurement): Reasons from GUM error budgets, traceable calibration chains, and multiplied signal-chain transfer functions — separating Type A and Type B uncertainty, null runs, and ELN-linked reproducibility before precision or discovery claims.Votes: 0GitHub stars: 8
- Exploratory Data AnalysisPerform comprehensive exploratory data analysis on scientific data files across 200+ file formats. Use when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.Votes: 0GitHub stars: 8
- Extremophile BiologistExpert-thinking profile for Extremophile Biologist (wet-lab / field sampling / high- pressure and anaerobic cultivation / metagenomics / astrobiology analogs): Reason from physicochemical limits—T, pH, salinity, pressure, and redox—as filters on membrane chemistry, osmoadaptation, chaperones, and cultivation fidelity before astrobiology or extremozyme claims.Votes: 0GitHub stars: 8
- Fa Jobs To Be DoneUse when the user asks for D&B Finance Analytics workflows such as customer onboarding, credit decisioning, credit limit validation, portfolio risk management, company reports, ownership trees, folder management, or alerts. Use only the D&B Finance Analytics MCP tools for these workflows.Votes: 0GitHub stars: 8
- FastapiBuilding HTTP/JSON APIs in Python with FastAPI — path/query/body params, Pydantic v2 models, async endpoints, dependency injection, the lifespan startup/shutdown pattern, error handling, and testing with TestClient/httpx. Use when creating a REST API or web backend in Python, adding endpoints, wiring request validation, or serving an ML model behind HTTP. Deploy with uvicorn/gunicorn (often via docker).Votes: 0GitHub stars: 8
- Fastp Fastq PreprocessingAll-in-one FASTQ QC and adapter trimming. Auto-detects Illumina adapters, filters low-quality reads, corrects paired-end overlaps, emits HTML+JSON QC in one pass. 3-10x faster than Trim Galore/Trimmomatic. First step before STAR, BWA-MEM2, or Salmon.Votes: 0GitHub stars: 8
- Fermentation ScientistExpert-thinking profile for Fermentation Scientist (wet-lab / SmF & SSF R&D / starter cultures / kinetic & metabolic modeling): Reasons from Monod–Luedeking–Piret kinetics, overflow μcrit, OTR/RQ/RAMOS analytics, DoE media optimization, and 13C-MFA/COBRApy flux bounds while treating stuck-ferment ethanol×T synergy, SSF heat/moisture gradients, and OD-as-biomass red herrings as first-class failure modes.Votes: 0GitHub stars: 8
- Figma Code ConnectCreates and maintains Figma Code Connect template files that map Figma components to code snippets. Use when the user mentions Code Connect, Figma component mapping, design-to-code translation, or asks to create/update .figma.ts or .figma.js files.Votes: 0GitHub stars: 8
- Figma Create New FileLoad this skill before every `create_new_file` tool call. Trigger whenever the user wants a new blank Figma file — a new design, FigJam, or Slides file — or when you need a fresh file before calling `use_figma`. Usage — /figma-create-new-file [editorType] [fileName] (e.g. /figma-create-new-file figjam My Whiteboard, /figma-create-new-file slides Q3 Review)Votes: 0GitHub stars: 8
- Figma Design To CodeUse this skill when implementing a Figma design as code (design → code) — the read-FROM-Figma direction. Triggers: 'implement this Figma design', 'build this screen from Figma', 'turn this Figma into code', 'code this up from Figma', 'design to code', or a figma.com design URL provided alongside a codebase. Encodes the workflow for reading a node out of Figma with get_design_context and adapting its reference output to the target project — reusing existing components, tokens, and conventions,...Votes: 0GitHub stars: 8
- Figma Generate DesignUse this skill alongside figma-use when the task involves translating an application page, view, or multi-section layout into Figma. Triggers: 'write to Figma', 'create in Figma from code', 'push page to Figma', 'take this app/page and build it in Figma', 'create a screen', 'build a landing page in Figma', 'update the Figma screen to match code', 'convert this modal/dialog/drawer/panel to Figma'. This is the preferred workflow skill whenever the user wants to build or update a full page, moda...Votes: 0GitHub stars: 8
- Figma Generate DiagramLoad this skill BEFORE every `generate_diagram` tool call. Trigger whenever the user asks to create, generate, draw, render, sketch, or build a diagram — flowchart, architecture diagram, sequence diagram, ERD or entity-relationship diagram, state diagram or state machine, gantt chart, or timeline. Also trigger when the user mentions Mermaid syntax or wants a system architecture, decision tree, dependency graph, API call flow, auth handshake, schema, or pipeline visualized in FigJam. Routes to...Votes: 0GitHub stars: 8
- Figma Generate LibraryBuild or update a professional-grade design system in Figma from a codebase. Use when the user wants to create variables/tokens, build component libraries, create individual components with proper variant sets and variable bindings, set up theming (light/dark modes), document foundations, or reconcile gaps between code and Figma. Also use when the user asks to create or generate any component in Figma — even a single one — since components require proper variable foundations, variant states, ...Votes: 0GitHub stars: 8
- Figma Implement MotionTranslates Figma motion and animations into production-ready application code. Use when implementing animation/motion from a Figma design — user mentions "implement this motion", "add animation from Figma", "animate this component", provides a Figma URL whose node is animated, or when `get_design_context` returns motion data or instructs you to call `get_motion_context`.Votes: 0GitHub stars: 8
- Figma SwiftuiSwiftUI ↔ Figma translation. Use whenever the user mentions Swift, SwiftUI, iOS, iPhone, or iPad — in EITHER direction — translating a Figma design into SwiftUI (design → code), or pushing SwiftUI views / screens / tokens back into a Figma file (code → design). Triggers on phrases like 'implement this Figma design in SwiftUI', 'build this screen in Swift', 'push this SwiftUI view to Figma', 'mirror my Swift code in a Figma file', or whenever a Figma URL appears alongside `.swift` files / an `...Votes: 0GitHub stars: 8
- Figma Use FigjamThis skill helps agents use Figma's use_figma MCP tool in the FigJam context. Can be used alongside figma-use which has foundational context for using the use_figma tool.Votes: 0GitHub stars: 8
- Figma Use MotionMotion / animation context for the `use_figma` MCP tool — animating Figma nodes via manual keyframes, animation styles, easing, and timeline duration. Load alongside figma-use whenever a task involves adding, editing, or inspecting animation on a node.Votes: 0GitHub stars: 8
- Figma Use SlidesThis skill helps agents use Figma's use_figma MCP tool in the Slides context. Can be used alongside figma-use which has foundational context for using the use_figma tool.Votes: 0GitHub stars: 8
- Figma UseLoad this skill before every `use_figma` tool call. Trigger whenever the user wants to perform a write action or a unique read action that requires JavaScript execution in the Figma file context — e.g. create/edit/delete nodes, set up variables or tokens, build components and variants, modify auto-layout or fills, bind variables to properties, or inspect file structure programmatically.Votes: 0GitHub stars: 8
- Figure DesignerAdvises on the design of the three core figures in a technical paper: the Motivated Example (Figure 1), the Solution Overview (Methodology), and the Experimental Results figures. Recommends the right design paradigm, layout, labelling, and tool for each figure type, then runs a quality-control audit. Use when the user asks to 'design a figure', 'draw Figure 1', 'plot experiment results', 'choose the right chart type', 'which figure tool to use', or 'figure looks unprofessional'.Votes: 0GitHub stars: 8
- Find SkillsHelps users discover and install agent skills when they ask questions like \"how do I do X\", \"find a skill for X\", \"is there a skill that can...\", or express interest in extending capabilities. Use when the user is looking for functionality that might exist as an installable skill.Votes: 0GitHub stars: 8
- Find Untested SourcesParse-only static analysis that pairs source files with the tests referencing them and emits JSON listing untested files ordered by API surface, each with a suggested_test_path. Roslyn engine for C#/.NET (namespace-aware), tree-sitter engine for polyglot repos (Python, TS/JS, Go, Java, Rust, Ruby). USE FOR: where to write tests next, which files have no tests, find untested code, build a source-to-test pairing map, prioritized test-gap worklist. DO NOT USE FOR: line/branch coverage or CRAP ri...Votes: 0GitHub stars: 8
- Finding DiscoveryUse when Codex is already in the finding-discovery phase of a security scan or the user explicitly asks to discover candidate security findings in a repository or code change. Do not use as the primary trigger for full PR, commit, branch, patch, or repository scans.Votes: 0GitHub stars: 8
- Finishing A Development BranchUse when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanupVotes: 0GitHub stars: 8
- Finite Element AnalystExpert-thinking profile for Finite Element Analyst (computational / simulation / verification & validation): Reasons from discretization error, element technology, and constraint physics; runs mesh convergence and Richardson studies, Nastran/Abaqus/ANSYS workflows, RBE2/RBE3 and contact discipline, and ASME V&V 10 verification-before- validation reporting on governing QoIs.Votes: 0GitHub stars: 8
- Fire Protection EngineerExpert-thinking profile for Fire Protection Engineer (design / engineering / performance-based fire modeling): Reasons from NFPA 13 Hazen-Williams hydraulics (K-factor, remote area, hose stream) and NFPA 101 egress (occupant load, travel distance, capacity factors) through NFPA 92 smoke containment/management, ASET/RSET PBD, and FDS/CFAST/CONTAM/PyroSim modeling while treating breached compartmentation, C-factor/fitting...Votes: 0GitHub stars: 8
- Firecrawl AgentAutonomous multi-page extraction into structured JSON. Use when the user wants website data matching a schema — pricing tiers, product listings — beyond a single-page scrape.Votes: 0GitHub stars: 8
- Firecrawl CrawlBulk-extract many pages from one site or section. Use for "crawl", "everything under /docs", or content spanning linked pages.Votes: 0GitHub stars: 8
- Firecrawl Developer IndexSearch issues, merged pull requests, READMEs, and documentation. Use when the question is how a library or API behaves, what an error means, or whether a bug was fixed; prefer this over a general web page.Votes: 0GitHub stars: 8
- Firecrawl DownloadSave a site or section as local files (markdown, screenshots). Use for "download the site", offline docs, or a local copy for reference.Votes: 0GitHub stars: 8
- Firecrawl InteractDrive a live browser on a scraped page: click, fill forms, log in, paginate, infinite-scroll. Use when content requires interaction or a scrape failed or returned incomplete content.Votes: 0GitHub stars: 8
- Firecrawl MapDiscover and list a site's URLs, with search filtering. Use for "map the site" or "find the URL for" requests — when the user knows the site but not the exact page, or wants site structure.Votes: 0GitHub stars: 8
- Firecrawl MonitorAlert by webhook/email on web changes — use for "monitor/watch/track/alert me when": recurring checks on known URLs (prefer over repeated one-off scrapes) or web-wide watches for new results (queries + goal).Votes: 0GitHub stars: 8
- Firecrawl ParseConvert a local file (PDF, DOCX, XLSX, HTML, …) to markdown, or answer questions about its content. Use whenever the input is a file path, not a URL.Votes: 0GitHub stars: 8
- Firecrawl Research IndexFind the papers that answer a research query in Firecrawl's research paper index — a corpus of paper abstracts whose largest share is biomedical and life-science literature (PubMed, bioRxiv, medRxiv), alongside arXiv preprints in CS, physics, and math — using semantic search, semantic and structural expansion, and in-body verification. Use this skill for literature-finding and paper-retrieval tasks of any kind, including clinical, biomedical, drug, gene, disease, and other life-science questi...Votes: 0GitHub stars: 8
- Firecrawl ScrapeExtract a URL's content as clean markdown, including JS-rendered pages. Use whenever the user provides a URL and wants its content; prefer over WebFetch.Votes: 0GitHub stars: 8
- Firecrawl SearchWeb search with full page content. Use when no URL is known: finding sources, articles, or news. For papers use firecrawl-research-index; for library, API, error, or bug questions use firecrawl-developer-index.Votes: 0GitHub stars: 8
- FirecrawlAny live-web task via the Firecrawl CLI — including ordinary web research: searching the web, reading or extracting pages, gathering sources, discovering site URLs, bulk extraction, downloading a site, change alerts, or pages needing clicks/login — web only; local files route to firecrawl-parse. For papers use firecrawl-research-index; for library, API, error, or bug questions use firecrawl-developer-index.Votes: 0GitHub stars: 8
- Firmware Pentest固件 / IoT 渗透链。从拿到一坨 .bin / .img 开始，闭环走完逆向 → 提取 → 模拟 → 利用。 方法论遵循 OWASP FSTM 九阶段；工具链以 binwalk v3、unblob、EMBA、Firmadyne、AFL++ 为主。 适用场景：路由器/摄像头/智能家居固件审计、固件升级包逆向、IoT CVE 复现、嵌入式 0day 挖掘。 触发关键词：固件、firmware、IoT、binwalk、unblob、UART、JTAG、squashfs、UBI、JFFS2、Firmadyne、QEMU 全系统仿真、EMBA、固件渗透、路由器固件、嵌入式漏洞利用、bootloader、NVRAM、FAT、firmware analysis toolkit。Votes: 0GitHub stars: 8
- Fisheries ScientistExpert-thinking profile for Fisheries Scientist (stock assessment / population dynamics / harvest control rules / MSE / reference points (F_MSY, B_lim)): Reasons from recruitment, growth, and natural and fishing mortality through state-space assessment models (SS3, SAM, JABBA), CPUE/GLM standardization, and reference points like F_MSY and B_lim under ICES and Magnuson-Stevens frameworks, while treating hyperstability, retrospective bias (Mohn's rho), unaccounted...Votes: 0GitHub stars: 8
- Fix FindingUse when the user explicitly asks to fix and verify a validated or plausible security finding. Do not use as the primary trigger for full PR, commit, branch, patch, or repository scans.Votes: 0GitHub stars: 8
- Flavor Fragrance ChemistExpert-thinking profile for Flavor & Fragrance Chemist (aroma chemistry / GC-MS-O analysis / sensory evaluation / formulation / regulatory (IFRA, FEMA GRAS)): Reasons from odor activity values, threshold perception, matrix release, and degradation kinetics through GC-MS with retention indices, GC-O/AEDA, chiral GC authentication, ISO 8586 trained sensory panels, and IFRA/FEMA regulatory limits while treating aldehyde oxidation, citral cyclization, top-note fade, and...Votes: 0GitHub stars: 8
- Fleet ManagementManage a fleet of Grafana Alloy collectors with Fleet Management — author Alloy pipelines once, target them via attribute matchers (`env="production"`, regex `region=~"us-.*"`), push remotely via OpAMP without restarting collectors. Covers pipeline create / update / matcher RPCs, collector attribute API, `remotecfg` bootstrap block (standalone + Helm), pre-deploy `alloy fmt` validation, the local Alloy UI at port 12345 for component health, and post-deploy `REMOTE_CONFIG_STATUS_APPLIED` verif...Votes: 0GitHub stars: 8
- FlowioParse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.Votes: 0GitHub stars: 8
- Fluid DynamicistExpert-thinking profile for Fluid Dynamicist (computational CFD / theoretical scaling / experimental validation): Reasons from Navier–Stokes and dimensionless scaling through RANS/LES/DNS selection, mesh/y+ strategy, OpenFOAM/Fluent workflows, and MMS + ASME V&V 20 / PIV validation.Votes: 0GitHub stars: 8