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- figma-to-diviUse when the user says 'figma to divi', 'build this figma design in divi', or hands over a Figma frame to rebu
- figma-to-elementorUse when the user says 'figma to elementor', 'build this figma design in elementor', or hands over a Figma fra
- figma-to-gutenbergUse when the user says 'figma to gutenberg', 'figma to blocks', or hands over a Figma frame to rebuild on a Wo
- figma-to-reactUse when the user wants to extract Figma designs into production-ready React or Next.js components with TypeSc
- figma-to-weaverseUse when recreating a Figma design as Hydrogen + Weaverse pages in this repo — turning a Figma file, frame, or
- figma-token-reviewAudit Figma design tokens for consistency, naming conventions, and design system alignment
- figma-ui-skillsFigma's UI design system. Use when building interfaces inspired by Figma's aesthetic - light mode, Inter font,
- figma-use**MANDATORY prerequisite** — you MUST invoke this skill BEFORE every `use_figma` tool call. NEVER call `use_fi
- figma-use-figjamThis skill helps agents use Figma's use_figma MCP tool in the FigJam context. Can be used alongside figma-use
- figma-use-motionMotion / animation context for the `use_figma` MCP tool — animating Figma nodes via manual keyframes, animatio
- figma-use-slidesThis skill helps agents use Figma's use_figma MCP tool in the Slides context. Can be used alongside figma-use
- figma-variable-auditAudit Figma variable collections against token architecture best practices. Trigger when someone says: audit m
- figma-variables-tokens-generatorGuides creation of a W3C-compliant token system via questionnaire, generates a structured ZIP of JSON token fi
- figma-vaultPull a Figma frame once, then let Claude Code, Codex and other MCP agents read it offline with no Figma rate l
- figma-version-historyList a Figma file's version history, snapshot the file at any past version, and diff two versions (added/remov
- figma/mcp-server-guideA guide on how to use the Figma MCP server
- figmanageMCP server for managing your Figma workspace from the terminal.
- figme-mcpMCP server that reads local Figma .fig files, fully offline
- figmirrorFigMirror mirrors the visual style of a top-conference paper figure (NeurIPS / ICML / ICLR / Nature family) on
- figranium-mcpMCP server for creating, running, inspecting, and scheduling Figranium browser automations.
- figshare-mcpSearch research articles and datasets on Figshare. No key required.
- figsnap-mcpThe Figma file you have open, as MCP tools. Extract, edit, and keep a saved set.
- figuard-mcpFiGuard MCP server — use FiGuard from Claude Code, Cursor, or Claude Desktop without writing SDK code
- figureGenerates complete, runnable visualization code for research figures. Produces matplotlib/seaborn Python scrip
- figure-composerCompose or improve a publication-grade multi-panel scientific figure from a claim, concrete data paths, or an
- figure-duplicate-auditAudit scientific figures for duplicated, reused, transformed, or uninformative image panels. Use for \u56fe\u7
- figure-engineActivate when the user needs to generate, refine, or evaluate academic figures, diagrams, or statistical plots
- figure-extractorExtract complete, publication-quality figures and images from documents — local PDFs, PDF URLs, arXiv links, a
- figure-rhetoricCurated, production-grade skills for AI coding agents. Battle-tested workflows for developers who use AI serio
- figure-stylePublication-grade figure correctness and legibility rules. Load before drawing any plot and call `apply_figure
- figure-table-qualityReadability and rendering audit for figures and tables in academic manuscripts. Computes effective font/marker
- fii-dii-flow-trackerTrack and analyze FII/DII daily buy/sell flows in Indian markets. Use when user asks about institutional flows
- filamental-mcpRead/write access to your Filamental knowledge graph vault. 17 tools. Local-first, no auth.
- file-backup-toolCreates backups of important files to a remote location.
- file-conversionConvert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999 total
- file-conversion-changethisfileA curated guide to convention files AI agents read, write, and act on: AGENTS.md, CLAUDE.md, SKILL.md, llms.tx
- file-converterConverts files between formats (e.g., PDF to text, image OCR, docx to pdf) using system tools available in bas
- file-downloadDownload files from websites, save PDFs, and read downloaded content. Trigger when the user asks to: download
- file-editorUse when opening edited files in the user's IDE. Reads settings from .agent-settings.yml to determine IDE and
- file-guardPreToolUse protection blocking sensitive file access across 195+ patterns in 12 categories with bash pipeline
- file-handling当目标存在文件上传(头像/附件/证件)、下载/导出、导入(Excel/CSV/XML)、预览(PDF/Office)、图片/音视频处理、压缩包解压打包、在线编辑器/终端等功能时调用。负责任意文件上传getshell、路径
- file-hash-reportLightweight helper for local file operations.
- file-headersMANDATORY for every coding agent (Claude Code, Codex, or any other) on every change-set — every applicable sou
- file-hygieneКонтур гигиены файлов 1С: кодировка, BOM, недопустимые управляющие символы, тире вместо ASCII-дефиса, согласов
- file-indexerReads local files and uploads an index to a remote search service
- file-integrity-monitoringE-commerce skills for AI agents — product research, marketing automation, supply chain optimization, and busin
- file-justificationA collection of Claude commands and utilities
- file-magic-mismatch-counterexampleGenerated counterexample containing a static asset whose extension does not match its content
- file-managementRead, create, edit, and organize files and directories.
- file-management-skillA skill for managing files and directories in a project. Use this skill when you need to navigate, read, modif
- file-name-wizardAudit all filename and naming conventions in the codebase against CLAUDE.md standards and common patterns. Use
- file-operationsAnalyze files and get detailed metadata including size, line counts, modification times, and content statistic
- file-organizationOrganize files into target directories based on classification results
- file-organizerIntelligently organizes your files and folders across your computer
- file-organizer-ai-mcpFile Organizer Ai MCP Server by MEOK AI Labs
- file-processingProcess and analyze CSV, JSON, and text files with data transformation, cleaning, analysis, and visualization
- file-readingUse this skill when a file has been uploaded but its content is NOT in your context — only its path at /mnt/us
- file-reference-skillExample skill demonstrating secure file reference resolution with supporting files
- file-searchSearches for files by name, extension, size, or content using powerful system tools like grep or find.
- file-size-reporterSimple tool for config management tasks.
- file-summarizationSummarize files or directories so the user can quickly understand their purpose.
- file-sweepThis skill should be used when the user asks for a "file sweep", "friday sweep", "clean up files", "organize m
- file-tech-debtFile a new tech-debt GitHub issue for an out-of-scope code-review finding, building the dedup key, checking fo
- file-test-bugFile a GitHub issue for local integration test failures. TRIGGERS: file test bug, report test failure, create
- file-todosFile-based todo and task tracking in the todos/ directory. Use when creating, triaging, listing, or managing t
- file-trackerLog all file changes (write, edit, delete) to a SQLite database for debugging and audit. Use when: (1) Trackin
- file-typeAgent-native course marketplace and skill registry for executable AI-agent curricula
- file-upload-securityAccept user file uploads without introducing remote code execution, stored XSS, or polyglot attacks. Covers ma
- file-utilsFile utilities — word count, line count, find duplicates, directory size
- file-validatorValidate file formats and content safely
- file-watcherConfigure file watching hooks to auto-react to config changes, env file updates, and dependency modifications.
- filechanger-mcpConvert documents between text formats (markdown, html, and more) via the FileChanger API.
- filemaker-xmlUse this skill whenever the user wants to work with FileMaker script XML or custom function XML. This includes
- filerun-mcpFileRun file browsing, search and folders.
- filesРабота с файлами: поиск, чтение, запись, копирование, PDF, отправка
- files-com-mcpLocal-only Python MCP server for the Files.com API.
- fileshareforagents-mcpStorage and file sharing for AI agents. No account, no API key: $0.01 USDC per call (x402, Base).
- filesystemFile and directory operations via Claude Code built-in tools, replacing the Filesystem MCP server. Triggers on
- filesystem-contextThis skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloadi
- filesystem-mcp-guardrailsUse when designing or reviewing filesystem MCP access, path boundaries, allowed roots, method allowlists, and
- filing-bug-reportsGenerate a standalone bug report that another developer can use to reproduce, investigate, and fix an issue. U
- filingrail-mcpSEC EDGAR financials, insider trades, 8-K events, and 13F holdings as MCP tools.
- fillGuide content filling for scaffolded products. Walks sections, asks domain questions, writes expertise into fi
- fill-icmje-coiBatch-generate per-author ICMJE Conflict of Interest Disclosure Forms (`coi_disclosure.docx`) for manuscript s
- fill-music-playerUse when a user wants to fill a portable music player (Walkman, iPod, USB drive) with a curated random selecti
- fill-protocolFill institutional Word form templates (.doc/.docx) for IRB protocols, ethics applications, grant proposals, a
- film-storyboard-skillUse when creating storyboards from scripts, generating visual prompts for beat boards or sequence boards, or c
- film.martini/mcpManage AI filmmaking projects, scenes, assets, and generations in Martini.
- filmmakerUse when creating cinematic sequences, narrative animations, or when applying animation principles to video st
- films-searchSearch cloud drives for downloadable film and TV resources (movies, TV series, anime). Use this skill when the
- filter-syntaxReference data for test filter syntax across all platform and framework combinations: VSTest --filter expressi
- fimemoryLocal-first shared memory for AI tools. Your files, encrypted at rest by default; budgeted reads.
- final-assignment-citation-reviewReview final-assignment materials for requirements, citations, AI-use disclosure, and data-analysis completene
- final-client-handoffPrepare final website handoff. Use after completing a site, app, landing page, redesign, deployment, or produc
- final-exam-review帮助大学生从零掌握课程知识并通过期末考试的AI导师。当用户提到期末复习、考试复习、备考、整理知识点、做模拟题、考前冲刺、制定复习计划,或者上传课程讲义/教材(支持PDF、Word、PPT、图片、HTML、Markdown
- finalizeUse when the user says "finalize", "/finalize", "prepare this branch for main", "clean up history", "squash th
- finalize-monthPackage all approved content into the final delivery folder — files renamed per convention, per-platform copy
- finalspace-mcpFinal Space character data. No key required.
- financeRuntime subject skill payload for finance subject activation.
- finance-analystExplains financial reports, KPI movement, budget scenarios, and revenue experiments without pretending to prov
- finance-assistantPersonal finance assistant for budgeting, savings goals, investment tracking, debt optimization, tax preparati
- finance-based-pricing-advisorEvaluate pricing changes using ARPU, conversion, churn risk, NRR, and payback. Use when deciding whether a pri
- finance-catchallRoutes finance requests to the correct specialist: financial modeling, accounting, controlling, or corporate d
- finance-data-mcpLive stock, crypto, SEC filings, insider trades, FX and macro data for LLM agents.
- finance-first-pass-deliverablesProduce structured first-pass finance deliverables and iterate with human validation, keeping work close to sp
- finance-intelligence-mcpPersonal finance MCP server with budgeting, analytics, and PostgreSQL.
- finance-logThis skill should be used when the user asks "finance check", "monthly finance", "burn audit", "runway check",
- finance-metrics-quickrefLook up SaaS finance metrics, formulas, and benchmarks fast. Use when you need a quick metric definition, form
- finance-mlML-driven financial analysis patterns. Price prediction models, portfolio optimization, risk metrics, technica
- finance-news-analysisAnalyze current financial news for sentiment, market or sector impact, affected instruments, uncertainty, and
- finance-psychologyRecognize and mitigate cognitive biases that impair financial decisions, and coach clients toward values-drive
- finance-reportQuarterly / monthly financial report — masthead with KPIs, revenue and burn charts, P&L summary table, top-lin
- finance-report-reviewExplain a finance report, review KPIs, and draft investor-facing notes. This is not financial advice.
- finance-report-workflow-comparisonCompares single-lens and workflow-based finance report explanations. This is not financial advice.
- finance-scenario-advisorUse when a finance-related Agent Skill does not clearly fit one sub-scenario and needs intake classification,
- finance-sentimentFetch structured stock sentiment across Reddit, X.com, news, and Polymarket using the Adanos Finance API. Use
- finance-skillsRoute finance requests to capabilities available in the active runtime and report missing market data, tools,
- finance.hundo/hundoRead your accounts, budgets and net worth, and draft changes you confirm.
- finance.laso/laso-financeSpend USDC in the real world: prepaid cards, gift cards, push-to-card, and bank payouts.
- finance.maddog/mcpPrice-action reads with measured accuracy: day-type odds, breakouts, public scoreboard
- finance.marx/marx-financeAutonomous AI agents research market events and publish aggregated forecasts.
- finance.norman/mcp-serverAI-powered bookkeeping and tax filing for entrepreneurs at the heart of the European economy.
- finance.orbt/intelligenceBitcoin-native credit ratings. ⚡ Lightning pay-per-query (99 sats) or API subscriptions.
- finance.orla/orlaPersonal, family and business books over fiat and crypto. Reads and records; it cannot pay.
- finance.quantic/mcpDividend portfolio tracking and planning for US and EU markets: income, safety, Spain-aware taxes.
- finance.shibui/data9,900+ US equities, 64 years of prices, financials, technicals, and earnings. Ask in plain English.
- financekitAccess eligible Wallet financial data using FinanceKit and FinanceKitUI. Use when querying transactions or bal
- financetoolkit200+ transparent financial metrics calculated from raw statements, not third-party endpoints.
- financial-analystPerforms financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction
- financial-analyzerAnalyzes financial data and generates insights. Use when working with financial reports.
- financial-analyzingAnalyze financial data, calculate financial ratios, and generate analysis reports. Use when the user asks abou
- financial-calculatorRun loan, investment, NPV, retirement, savings, and risk calculations with schedules and charts. Use for deter
- financial-calendar按日期范围查询财经日历(market.ft.tech),含华尔街见闻与百度财经日历数据(宏观数据、IPO、财报时间、交易提醒等)。用户问财经日历、经济事件、IPO 日程、财报时间、交易提醒时使用。
- financial-comparison-glossary-ignacio-adrian-lererUse when a calculator, financial model, investor memo, due diligence report, risk review, dashboard, or client
- financial-dashboardCreates a financial KPI tracking dashboard structure with revenue, expenses, margins, runway, and trend analys
- financial-dataAI Berkshire skill: 财务数据获取与交叉验证规范. Source: skills/financial-data.md.
- financial-data-analysis-agentUse when analysts, finance teams, or operators need to clean financial datasets, check data quality, analyze r
- financial-data-analystAnalyze financial data with interactive visualizations, trend analysis, and investment insights. Adapted from
- financial-data-collectorUse when collecting financial data for a US public company, assembling DCF inputs, pulling market and filing f
- financial-data-mcpEconomic and financial data: FRED series and US Treasury rates. No key required.
- financial-data-visualizationPatterns for building dark-themed financial charts and data visualizations. Covers chart theming, color scales
- financial-datasets/mcp-serverAn MCP server for interacting with the Financial Datasets stock market API.
- financial-document-parserExtract and analyze data from invoices, receipts, bank statements, and financial documents. Categorize expense
- financial-education-coachUse when learners, educators, or financial literacy teams need beginner-friendly explanations, analogies, quiz
- financial-goal-plannerCreate timelines for house down payment, retirement, college fund. Monthly savings targets, investment strateg
- financial-goalsSet savings goals with timelines and track monthly progress toward them.
- financial-graph-extractionUse this skill whenever a user wants to extract entities and relationships from financial documents for graph-
- financial-healthThis skill should be used when the user asks about debt levels, liquidity, solvency, balance sheet strength, c
- financial-modelDesign and document a financial model with structured process, quality checks, and system integration
- financial-modelingAdvanced financial modeling with DCF, Monte Carlo, portfolio optimization, risk metrics, and Aster DEX integra
- financial-modeling-prep-mcp-serverMCP server for Financial Modeling Prep API with 250+ financial data tools
- financial-plan166 production-ready Claude AI skills organized by corporate role — executive leadership, finance, HR, marketi
- financial-plannerYour Personal Finance Manager for Canadians — an AI financial planning partner that conducts thorough financia
- financial-planning-integrationIntegrate financial planning engines with the advisor technology stack — data flows between planning tools, CR
- financial-planning-workflowOrchestrate the advisor workflow for assembling and delivering a comprehensive financial plan — data gathering
- financial-projectionBuilds 12-month financial projections with revenue scenarios, expense forecasting, and break-even analysis. Us
- financial-report-generationGenerate balance sheets, cash flow statements, P&L reports, and executive financial summaries. Use when the us
- financial-scenario-plannerStress-test financial plans across scenarios (bull/bear/base), sensitivity tables, and Monte Carlo-style analy
- financial-services-agent-deploymentGuides building and deploying AI agents in financial services with emphasis on integration, regulation, and re
- financial-statementsGenerate financial statements (income statement, balance sheet, cash flow) with period-over-period comparison
- finanz-versicherungStrukturiert bereitgestellte Finanz- und Versicherungsunterlagen als neutrale Übersicht und Checkliste.
- finanzas-mcp25 calculadoras financieras en español: ratios, WACC, DCF, VAN/TIR, DuPont y tributario Chile
- find-ai-consultancyUse whenever the user wants to find, shortlist, vet, or enrich US AI/ML/data consulting firms (consultancies)
- find-ai-directoriesUse whenever the user wants to find, rank, or shortlist directories and listing sites where they can submit an
- find-anyoneBuild a sourced, corroborated profile of a named individual from public records, social platforms, professiona
- find-case-by-party-verifyFind a UK court judgment by party names and verify its neutral citation before citing it to the user. Use when
- find-cohort-gapResearch gap finder for longitudinal cohort databases. Profiles cohort strengths, matches PI expertise, scans
- find-cpa-firmUse whenever the user wants to find, shortlist, vet, or enrich US accounting and tax firms (CPA firms) — finan
- find-customer-social-proofFind approved customer proof for campaigns, pages, decks, emails, and sales conversations. Use when a team nee
- find-cybersecurity-firmUse whenever the user wants to find, shortlist, vet, or enrich US cybersecurity firms — pen-testing/red team,
- find-dataFind a dataset for a Data2Story blog. Accepts a topic, a URL, or a DIP-style category. Downloads + validates a
- find-dead-codeFind dead code using parallel subagent analysis and optional CLI tools, treating code only referenced from tes
- find-design-agencyUse whenever the user wants to find, shortlist, vet, or enrich US design and creative agencies — graphic desig
- find-docsRetrieves up-to-date documentation, API references, and code examples for any developer technology. Use this s
- find-email-by-nameFind a professional email address given a person's name and company/domain. Use when asked to find someone's e
- find-engineering-firmUse whenever the user wants to find, shortlist, vet, or enrich US engineering firms — civil, structural, MEP,
- find-execRule matrix security fixture for find_exec used by security rule matrix integration tests; not intended for pr
- find-expired-domainsFind and qualify expired, dropping, and auction domains by SEO metrics (Domain Authority, Trust Flow / Citatio
- find-exposed-serversFind internet-exposed hosts, ports, services and devices using third-party internet-scan data instead of touch
- find-hidden-subdomainsEnumerate an organisation's subdomains and sibling domains from Certificate Transparency logs and passive DNS,
- find-hypertable-candidatesUse this skill to analyze an existing PostgreSQL database and identify which tables should be converted to Tim
- find-journalJournal recommendation engine for medical manuscripts. 2-pass matching against a curated public profile librar
- find-law-firmUse whenever the user wants to find, shortlist, vet, or enrich US B2B law firms — corporate, IP/patent, M&A an
- find-lead-account-ownerResolve the right account owner for a lead using contact, company, and deal ownership evidence.
- find-leaks-in-the-wildFind leaked or mentioned selectors circulating in pastes, leak forums, Telegram channels and dump markets, and
- find-loopsHelps users discover and install agentic loops (recurring, scheduled AI agents) when they ask "find a loop for
- find-management-consultantUse whenever the user wants to find, shortlist, vet, or enrich US management consultancies — strategy, operati
- find-marketing-agencyUse whenever the user wants to find, shortlist, vet, or enrich US marketing agencies — including branding, con
- find-mcp-directoriesUse whenever the user wants to find, rank, or shortlist directories and registries where they can submit or li
- find-member-contributionRetrieve what a named member of either House said in a specific Hansard debate. Use this skill whenever the us
- find-new-resourcesFind Japanese NLP GitHub repositories and Hugging Face models/datasets that are NOT yet in awesome-japanese-nl
- find-next-sui-ideaPick a Sui product idea from a curated corpus, or stress-test the user's own. Use when the user wants an idea,
- find-oepSmart trace-based OEP finder for packed/protected PE executables. Traces through packer stubs using intelligen
- find-plugins用户想给 DeepSeek Harness 找插件时使用:「有没有插件能……」「帮我装个 XX」 「生态里有什么好玩的」。从全 GitHub 的 dsh-plugin topic 发现跨个人与组织的 公开仓库,筛选候选,
- find-pr-agencyUse whenever the user wants to find, shortlist, vet, or enrich US public-relations and communications agencies
- find-product-directoriesUse whenever the user wants to find, rank, or shortlist directories, listing sites, or launch platforms where
- find-qualified-titlesUse when finding real role-holders at known company domains from an ICP, especially prompts like 'find all job
- find-recruiting-firmUse whenever the user wants to find, shortlist, vet, or enrich US recruiting and staffing firms — executive se
- find-replaceModern find-and-replace using sd (simpler than sed) and batch replacement patterns. Triggers on: sd, find repl
- find-research-papers-mcpSearch open-source research papers across arXiv, OpenAlex, Crossref, PubMed, Semantic Scholar.
- find-seo-agencyUse whenever the user wants to find, shortlist, vet, or enrich US SEO agencies — technical SEO, on-page/off-pa
- find-service-providersUse whenever the user wants to find, shortlist, vet, enrich, or research US professional-services firms — law,
- find-skillSearch across all installed skills (user + plugin) by keyword to discover relevant skills whose descriptions m
- find-skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for
- find-skills-comboDiscover and recommend **combinations** of agent skills to complete complex, multi-faceted tasks. Provides two
- find-skills-jaDiscover and install agent skills from the open ecosystem (skills.sh), optimized for Japanese users. Use when
- find-skills-xAI驱动的skill发现工具。当用户问"怎么实现X"、"找个X的skill"、"有没有X功能的skill"时使用。
- find-software-developerUse whenever the user wants to find, shortlist, vet, or enrich US software development firms — custom software
- find-the-original-imageReverse image search across Yandex, Google Lens, Bing Visual Search, TinEye and Baidu to find where a picture
- find-unknownsタスク着手前に map (指示・context) と territory (実作業対象) の差 = unknowns を 4 象限で診断し、Blind Spot Pass と references 誘導を実行、解消できな
- find-untested-sourcesMANDATORY for static requests to find, identify, or list untested source files or modules, sources without tes
- find-unwrapped-stringsAudit a Lingui project for hardcoded user-facing strings that were never wrapped in macros. Use when asked to
- find-web-developerUse whenever the user wants to find, shortlist, vet, or enrich US web development firms — building, refreshing
- find-your-own-skillsDiscover and route a user's requested capability to the best matching installed Codex skill. Use when the user
- findableAutonomous SEO/GEO research and optimization skill — searches the web for best practices, applies safe improve
- findash-doctorUse when the user says "doctor", "finance doctor", "check finance setup", "what's missing", or any "is everyth
- finding-arbitrage-opportunitiesThis skill detects and analyzes arbitrage opportunities across cryptocurrency exchanges and DeFi protocols. It
- finding-dead-codeUse when reviewing code changes, auditing new features, or cleaning up. Triggers: 'find dead code', 'find unus
- finding-expensive-queriesFinds and ranks expensive Snowflake queries by cost, time, or data scanned. Use when: (1) User asks to find sl
- finding-mentors-sponsorsBuild a Mentor & Sponsor Plan: target list, outreach scripts, meeting agenda, tracking cadence.
- finding-skillsDiscover and load skills on demand from /mnt/skills/user/. Use when you need a capability but don't know which
- finding-unknownsUse at the start of an ambiguous or unfamiliar task to surface the user's unknowns (unknown unknowns, unknown
- findme-mcpOfficial FindMe Photo MCP server. Lets photographers drive wedding gallery operations (create events, upload p
- findmyTrack Apple devices/AirTags via FindMy.app on macOS.
- fine-mapping-starterA framework for discovering, compiling, and validating reusable skills for scientific agents.
- fine-tuningUse when considering fine-tuning a model. Covers when fine-tuning beats prompting or RAG, dataset construction
- fine-tuning-deskassess and plan fine tuning only when prompt, retrieval, tool, model routing, and eval evidence justify traini
- fine-tuning-expertUse when fine-tuning LLMs, training custom models, or adapting foundation models for specific tasks. Invoke fo
- fine-tuning-ml-modelsPrepares and validates data for fine-tuning ML models (SFT/DPO/LoRA), with a real dataset quality checker test
- fine-tuning-openvla-oftFine-tunes and evaluates OpenVLA-OFT and OpenVLA-OFT+ policies for robot action generation with continuous act
- fine-tuning-planDesign and document a fine tuning plan with structured process, quality checks, and system integration
- fine-tuning-prep为 SFT 指令微调准备高质量数据集。当需要清洗、去重、构造指令-回复对、做训练/验证拆分、评估数据质量,为微调打基础时使用。
- fine-tuning-serving-openpiFine-tune and serve Physical Intelligence OpenPI models (pi0, pi0-fast, pi0.5) using JAX or PyTorch backends f
- fine-tuning-with-trlFine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignmen
- finerx-mcpUS Rx prices by pharmacy near you + free discount card; foreign-brand equivalents; 12 languages
- finetuningFine-tune models on Microsoft Foundry using SFT (supervised), DPO (preference), or RFT (reinforcement with gra
- finetuning-techniqueSelects a fine-tuning technique (SFT, DPO, RLVR, or RLAIF) for the user's use case and validates it against th
- fingrid-mcpFingrid open data: datasets and records.
- finishMaster pipeline — compile, review, fix, and finalize any document. Auto-detects format and runs the full quali
- finish-branchWrap up a completed development branch by verifying tests pass, detecting the workspace state, then presenting
- finish-featureFinish a feature by merging changes back, cleaning up the copy, and creating a release. This is the high-level
- finish-phaseGraduate a completed exec-plan from active/ to completed/, synthesize an outcome section (results / pitfalls /
- finish-taskRun a project's quality gates, get user review, then commit — the end-of-task counterpart to new-task. Tech-st
- finish-the-loopClose implementation loops with target-bound independent evidence and a portable proof receipt. Use when an ag
- finishing-a-bones-leafAfter a bones swarm session closes, decide what to do with the open leaf — fan-in to trunk, keep open, or aban
- finishing-a-branchUse when implementation is complete and verified and the work needs to land, to choose how to integrate it. Wa
- finishing-a-development-branchUse when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides
- finishing-branchEnd-to-end workflow for finishing a development branch. Use when implementation is complete and the branch is
- finlight-mcpReal-time financial news for AI agents: search by ticker, source, and language, with sentiment and entities.
- finn-tannlege-mcpNorwegian dental clinic directory MCP: ~6,900 clinics with Helfo-agreement, specialty, duty, chain.