Productivity AI agent skills

4,613 skills in the archive. Read a skill’s instructions or open its original repository.

• Digital Employee

  by @mateaix

  根据一句业务需求，自动规划并创建一组分工明确的数字员工（Agent），再把他们编排成一条工作流，无需逐个手工创建。

• Sketch

  by @mateaix

  Throwaway HTML mockups: 2-3 design variants to compare.

• Spike

  by @mateaix

  Throwaway experiments to validate an idea before build.

• Apple Notes

  by @mateaix

  Manage Apple Notes via memo CLI: create, search, edit.

• Commit Staged

  by @fcakyon

  This skill should be used when user asks to "commit these changes", "write commit message", "stage and commit", "create a commit", "commit staged files", or explicitly invokes "commit-staged".

• Vc Debug

  by @withkynam

  Debug systematically with root-cause analysis before fixes. Use for bugs, test failures, unexpected behavior, performance issues, CI failures, or system investigation.

• Vc Audit Vc

  by @withkynam

  Audit agent harness health: Claude/Codex agent parity, skill registry consistency, README.md sync, and protocol file wiring. Use when agents, skills, README.md, or development-protocol files move, split, or drift.

• Vc Generate Plan

  by @withkynam

  Create or update implementation plans in the repo's SIMPLE or COMPLEX format. Use when turning an idea, PRD, or approved direction into a saved plan artifact.

• Vc Validate Findings

  by @withkynam

  Use when running VALIDATE V2-V3 fan-out. Two-layer investigation (4 dimension agents + per-section feasibility agents) synthesized into PASS/CONDITIONAL/BLOCKED net gate. Strategy-agnostic.

• Vc Generate Context

  by @withkynam

  Generate or update the project's authoritative repository context at process/context/all-context.md. Use when repo context is missing, stale, or contradicted by code.

• Vc Agent Strategy Compare

  by @withkynam

  Evaluate 4 execution strategies (sequential, parallel-subagents, workflow, agent-team) for a phase or fan-out task. Outputs 7-signal score table, agent count math, cost guards, and strategy recommendation.

• Vc Autopilot

  by @withkynam

  Emit and validate the provisional goal block for Autopilot Mode. Owns the 9-field format and resume detection from a pasted goal block.

• Vc Scenario

  by @withkynam

  Generate comprehensive edge cases and test scenarios by decomposing features across 12 dimensions. Use before implementation or testing to catch issues early.

• Best Practices

  by @MoizIbnYousaf

  Transforms vague prompts into optimized Claude Code prompts. Adds verification, specific context, constraints, and proper phasing. Invoke with /best-practices.

• Curate A Team Library

  by @MoizIbnYousaf

  Use when building a managed team skills library for a real stack. Map work to shelves, browse before curating, write meaningful `whyHere` notes, and create a starter pack once the first pass is solid.

• Browse And Evaluate

  by @MoizIbnYousaf

  Use when exploring the ai-agent-skills catalog to find, compare, and evaluate skills before installing. Always use --fields to limit output size and --dry-run before committing to an install.

• Share A Library

  by @MoizIbnYousaf

  Use when a managed library is ready to publish to GitHub and hand to teammates as an install command. Run the GitHub publishing steps, then return the exact shareable install command.

• Database Design

  by @MoizIbnYousaf

  Database schema design, optimization, and migration patterns for PostgreSQL, MySQL, and NoSQL databases. Use for designing schemas, writing migrations, or optimizing queries.

• Install From Remote Library

  by @MoizIbnYousaf

  Use when installing skills from a shared ai-agent-skills library repo. Inspect with `--list` first, prefer `--collection`, and preview with `--dry-run` before installing.

• Backend Development

  by @MoizIbnYousaf

  Backend API design, database architecture, microservices patterns, and test-driven development. Use for designing APIs, database schemas, or backend system architecture.

• Llm Application Dev

  by @MoizIbnYousaf

  Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration. Use for AI-powered features, chatbots, or LLM-based automation.

• Code Documentation

  by @MoizIbnYousaf

  Writing effective code documentation - API docs, README files, inline comments, and technical guides. Use for documenting codebases, APIs, or writing developer guides.

• Review A Skill

  by @MoizIbnYousaf

  Use when evaluating whether a skill belongs in a library. Preview content, check frontmatter, validate structure, and decide whether to keep, curate, or remove.

• Migrate Skills Between Libraries

  by @MoizIbnYousaf

  Use when moving skills between library workspaces or upgrading from a personal library to a team library. Export from one workspace, import into another.

• Update Installed Skills

  by @MoizIbnYousaf

  Use when syncing or updating previously installed skills to their latest version. Always dry-run updates before applying, and check for breaking changes.

• Audit Library Health

  by @MoizIbnYousaf

  Use when checking the overall health of a skills library. Run doctor, validate, check for stale skills, and verify generated docs are in sync.

• Build Workspace Docs

  by @MoizIbnYousaf

  Use when regenerating README.md and WORK_AREAS.md in a managed library workspace. Always dry-run first to preview changes.

• Alerting Oncall

  by @BagelHole

  Set up alerting rules, configure on-call rotations, and manage incident response workflows. Integrate with PagerDuty, Opsgenie, or Grafana OnCall for alert routing and escalation. Use when implementing alerting strategies and…

• Aws Cost Optimization

  by @BagelHole

  Reduce AWS spend with rightsizing, autoscaling, commitment planning, and storage lifecycle policies. Use when running FinOps reviews, lowering cloud bills, or improving cost-per-request metrics.

• Incident Management

  by @BagelHole

  Implement incident management processes and escalation procedures. Configure on-call schedules and post-incident reviews. Use when managing production incidents.

• Quality Checking

  by @huangjia2019

  Validate API documentation against quality standards. Use when you need to verify generated docs are complete and correct.

• Cloudbase All In One

  by @TencentCloudBase

  Unified CloudBase execution guide for all-in-one skill installs. Use this first for CloudBase app tasks, especially existing apps with TODOs, fixed pages, or active handlers. Routes PostgreSQL / CloudBase PG / app.rdb() /…

• Cloudbase Document Database In Wechat Miniprogram

  by @TencentCloudBase

  Use CloudBase document database WeChat MiniProgram SDK to query, create, update, and delete data. Supports complex queries, pagination, aggregation, and geolocation queries.

• Minimal Web Baas Demo

  by @TencentCloudBase

  Fast path for a minimal CloudBase Web + database demo (最小前后端 / 最小可用 fullstack / Lovable-like BaaS). Defaults to @cloudbase/js-sdk client CRUD (NoSQL app.database / PG app.rdb), MCP-only schema, preview-first, and forbids cloud…

• Data Model Creation

  by @TencentCloudBase

  [Deprecated] Optional advanced tool for complex data modeling. For simple MySQL table creation, use relational-database-tool directly; for PostgreSQL / CloudBase PG schema work, use postgresql-development. New environments…

• Spec Workflow

  by @TencentCloudBase

  Use when medium-to-large changes need explicit requirements, technical design, and task planning before implementation, especially for multi-module work, unclear acceptance criteria, or architecture-heavy requests.

• Skills Planner

  by @dp-archive

  Plan which skills are needed to fulfill user requirements. Use when the user wants to design an agent workflow, plan skill composition, or determine what skills are needed for a task. Input includes user requirements and…

• Checkpoint Mode

  by @asklokesh

  Pause for review every N tasks - selective autonomy pattern

• Run Github Project

  by @chrisbanes

  Use when asked to set up, review, or operate a repository's GitHub Project workflow, including ready claims, role-labelled human work, unknown remote mutation outcomes, Todo triage, epics, checkpoints, next-issue execution, or…

• To Plan

  by @chrisbanes

  Use when one ready GitHub issue or an in-chat task needs an implementation plan, or a retained approved GitHub plan has an existing amendment chain or a changed published integration decision needing durable consumption.

• Gradle Run

  by @chrisbanes

  Use when planning to execute Gradle through `gradle`, `./gradlew`, or a custom `gradlew*` wrapper script, or diagnosing a Gradle build, compact workflow ledger, repeated failure fingerprint, check, test, lint, warning, or…

• Using Chrisbanes Skills

  by @chrisbanes

  Use when routing Kotlin or Jetpack Compose work, or physical Android benchmark evidence that needs a configuration decision, especially when several Kotlin or Compose concerns overlap.

• Kotlin Tooling Java To Kotlin

  by @Kotlin

  Use when converting Java source files to idiomatic Kotlin, when user mentions "java to kotlin", "j2k", "convert java", "migrate java to kotlin", or when working with .java files that need to become .kt files. Handles…

• Kotlin Tooling Gradle To Kotlin Toolchain Project

  by @Kotlin

  Load when migrating or converting an entire Gradle Kotlin project (build.gradle(.kts), wrapper, libs.versions.toml, buildSrc) to the Kotlin Toolchain, including rewriting CI and replacing Gradle plugins that have no native…

• H3 Cinematic Director

  by @jtydhr88

  Convert approved scripts, shot briefs, storyboards, keyframes, character sheets, scene assets, prop sheets, and sound briefs into director-level storyboards and production-ready MiniMax H3 prompts. Use when the user explicitly…

• Unity Pipeline

  by @Unity-Technologies

  Drives a running Unity Editor or dev Player through the unity-pipeline package — recompile, run tests, run C# scripts, method-reload code at runtime and audit the project. Use when an agent must control a live Unity instance or…

• Agent Deck

  by @asheshgoplani

  agent-deck, the terminal session manager for AI coding agents. Use when the user mentions "agent-deck", "session", "sub-agent", "MCP attach", or "git worktree", or needs to create, start, message, read, fork, restart, or…

• Deck Retro

  by @asheshgoplani

  Run a fully local agent-deck retrospective over the user's own transcripts, Recall index and logs. Use when a user wants to find recurring failures or take their own finding from investigation through synthetic reproduction, a…

• Session Share

  by @asheshgoplani

  Share Claude Code sessions between developers. Use when user mentions "share session", "export session", "import session", "send session to", "continue from colleague", or needs to (1) export current session to file, (2) import…

• Deck Repro

  by @asheshgoplani

  Reproduce agent-deck bugs from an issue, transcript excerpt, or description in an isolated environment, and prove fixes with the same reproduction and a regression test. Use for a concrete agent-deck issue or candidate,…

• Fleet

  by @asheshgoplani

  Fan out a fleet of independent agent-deck child sessions from inside a session and check their progress non-blockingly. Use when the user wants to "launch several/N sessions", "fan out", "run agents in parallel", "spin up a…

• Watcher Creator

  by @asheshgoplani

  Guide for creating agent-deck watchers conversationally. This skill should be used when users want to set up a new watcher (webhook, ntfy, github, slack, gmail) to route events to a conductor. It walks the user through selecting…

• Planning With Files

  by @jarrodwatts

  Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user mentions planning,…

• Markdown Report Writing

  by @NeuroAIHub

  Guide AI agents to write beautifully formatted, well-illustrated Markdown reports with proper structure, diagrams, and compatibility across GitHub and Obsidian. Use this skill whenever the user asks you to write a report,…

• Eeg Paradigm Designer

  by @NeuroAIHub

  Expert guidance for designing EEG paradigms optimized to isolate specific ERP components, with domain-validated timing, trial count, and control condition parameters

• Cogsci Power Analysis

  by @NeuroAIHub

  Domain-specific statistical power analysis guidance for cognitive and neuroscience research, encoding effect size priors and sample size recommendations by modality

• Self Paced Reading Designer

  by @NeuroAIHub

  Expert guidance for designing self-paced reading experiments: region segmentation, timing parameters, comprehension probes, and spillover analysis

• Neuropsych Battery Selector

  by @NeuroAIHub

  Domain-validated decision logic for selecting neuropsychological test batteries matched to suspected cognitive deficit profiles

• Cognitive Paradigm Design

  by @NeuroAIHub

  Expert guidance for selecting and parameterizing cognitive psychology experimental paradigms based on research questions

• Act R Model Builder

  by @NeuroAIHub

  Guides ACT-R cognitive model construction: chunk types, production rules, subsymbolic parameters, and model validation

• Contribute Skills Via Pr

  by @NeuroAIHub

  Step-by-step guidance for contributing a new skill to the NeuroAIHub/awesome_cognitive_and_neuroscience_skills repository via GitHub Pull Request, including SKILL.md format requirements, quality rules, and PR checklist

• Verify Skill

  by @NeuroAIHub

  Interactive skill verification — assess accuracy of parameters, citations, and methodology through structured expert review

• Method Selector

  by @zhnnky329

  Build and risk-screen a compact role-based method shortlist for a mathematical-modeling subquestion. Use after problem framing and data profiling, before model code generation, to propose a main candidate, a usable baseline, and…

• Problem Classifier

  by @zhnnky329

  Classify each parsed mathematical-modeling subquestion by required output and structure, surface ambiguous framing trade-offs for human choice, and record primary/secondary task types without selecting algorithms.

• Submission Packager

  by @zhnnky329

  Package a G6-approved mathematical-modeling paper and its exact supporting code, data, results, and figures without changing their behavior or the workspace.

• Decision Prompt Builder

  by @zhnnky329

  Build one compact choice card at a genuine mathematical-modeling judgment point. Use before method screening, after a meaningful experiment, or before final claim/freeze approval so the human chooses the trade-off while AI…

• Consistency Auditor

  by @zhnnky329

  Run scoped or final cross-media consistency checks for mathematical-modeling artifacts, comparing canonical numbers, symbols, parameters, decisions, files, and paper claims without performing full-workspace audits for low-risk…

• Modeler Decision Logger

  by @zhnnky329

  Faithfully append a human modeler's choice and rationale to one canonical per-subquestion JSONL decision ledger. Use after a choice card is answered or when migrating legacy decision artifacts; never originate or improve the…

• Model Assumptions Builder

  by @zhnnky329

  Extract and maintain global and method-specific mathematical-model assumptions from the problem frame, active method cards, data profile, and risk probes, while leaving necessity and impact judgments to the human modeler.

• Workflow Orchestrator

  by @zhnnky329

  Inspect a mathematical-modeling workspace, evaluate lean or submission gates per subquestion, update machine-readable manifests, classify change impact, and route one next action without duplicating downstream work.

• Paper Polisher

  by @zhnnky329

  Polish mathematical modeling paper drafts for grammar, clarity, formula consistency, hedging calibration, overclaim detection, and contest formatting compliance. Use after paper-section-writer has drafted sections.

• Problem Parser

  by @zhnnky329

  Parse a mathematical-modeling problem into goals, objects, data, constraints, outputs, subquestions, dependencies, variables, relationships, and human-confirmed success criteria before any method selection.

• Robustness Checker

  by @zhnnky329

  Design and run risk-targeted robustness, sensitivity, error, and baseline checks for an approved mathematical model, emitting compact machine evidence in lean mode and a final report in submission mode.

• Final Method Explainer

  by @zhnnky329

  Build the authoritative final method explanation for a submission-ready subquestion from the method card, human decision ledger, code plan, final results, and robustness evidence.

• Symbol Table Builder

  by @zhnnky329

  Build and maintain one global mathematical symbol and unit table from the problem frame and active method cards, resolving cross-subquestion conflicts before code or paper work.

• Figure Table Planner

  by @zhnnky329

  Plan the smallest set of diagnostic, comparison, paper, and appendix figures or tables needed to support verified mathematical-modeling decisions and claims.

• Write Spec

  by @dzhng

  Break large features into independently verifiable, human-reviewable slices under a feature directory in specs/. Use for risky or multi-step feature work that needs upfront questioning, API seams, browser-playable checkpoints,…

• Close Spec

  by @dzhng

  When a spec under specs/<feature>/ is done shipping (a write-spec build, or any planned task that produced a spec), archive it to specs/done/ and rewrite it from a build-plan into a durable rationale — the why, the principles,…

• Write Tests

  by @dzhng

  Write tests that pin real behavior instead of implementation details, config values, or lucky samples. Use when adding tests for new behavior, writing a regression test, fixing a brittle or flaky test, reviewing a test diff, or…

• Strategy Document

  by @jezweb

  Write structured strategic documents for small and medium businesses: SWOT analyses, lean business plans, OKRs, competitive analyses. Each mode has a defined structure and quality bar. Use whenever a business asks to articulate…

• Generate Scientific Method Section

  by @wu-yc

  Automated SCI-standard Methods section generator from experiment execution records. Parses LabOS skill call chains, structured JSON logs (extract_experiment_data_from_video, analyze_lab_video_cell_behavior), protocol text, and…

• Tooluniverse Structural Variant Analysis

  by @wu-yc

  Comprehensive structural variant (SV) analysis skill for clinical genomics. Classifies SVs (deletions, duplications, inversions, translocations), assesses pathogenicity using ACMG-adapted criteria, evaluates gene disruption and…

• Tooluniverse Protein Structure Retrieval

  by @wu-yc

  Retrieves protein structure data from RCSB PDB, PDBe, and AlphaFold with protein disambiguation, quality assessment, and comprehensive structural profiles. Creates detailed structure reports with experimental metadata, ligand…

• Tooluniverse Expression Data Retrieval

  by @wu-yc

  Retrieves gene expression and omics datasets from ArrayExpress and BioStudies with gene disambiguation, experiment quality assessment, and structured reports. Creates comprehensive dataset profiles with metadata, sample…

• Tooluniverse Sequence Retrieval

  by @wu-yc

  Retrieves biological sequences (DNA, RNA, protein) from NCBI and ENA with gene disambiguation, accession type handling, and comprehensive sequence profiles. Creates detailed reports with sequence metadata, cross-database…

• Tooluniverse Systems Biology

  by @wu-yc

  Comprehensive systems biology and pathway analysis using multiple pathway databases (Reactome, KEGG, WikiPathways, Pathway Commons, BioModels). Performs pathway enrichment, protein-pathway mapping, keyword searches, and…

• Egocentric View To Structured Log

  by @wu-yc

  Converts first-person XR headset video into a structured experiment timeline log. Extracts timestamped events (action, object, location, result) via VLM or action recognition, outputs Markdown or JSON for downstream analysis,…

• Open Source Maintainer

  by @numman-ali

  End-to-end GitHub repository maintenance for open-source projects. Use when asked to triage issues, review PRs, analyze contributor activity, generate maintenance reports, or maintain a repository. Triggers include "triage",…

• Mobile Platform Native Capabilities Integrate

  by @forcedotcom

  Build a Salesforce LWC that uses native mobile device capabilities — barcode scanner, biometrics, location, NFC, calendar, contacts, document scanner, geofencing, AR space capture, app review, and payments. Use this skill when…

• Integration Connectivity Connected App Configure

  by @forcedotcom

  Salesforce Connected Apps and External Client Apps OAuth configuration with 120-point scoring. Use this skill to configure OAuth flows, JWT bearer auth, Connected Apps, and External Client Apps in Salesforce. TRIGGER when: user…

• Orchestration

  by @numman-ali

  Multi-agent orchestration for complex tasks. Use when tasks require parallel work, multiple agents, or sophisticated coordination. Triggers include requests for features, reviews, refactoring, testing, documentation, or any work…

• Automation Sandbox Post Copy Configure

  by @forcedotcom

  Apply a Salesforce sandbox post-copy automation JSON config against a target org. For each entry, the skill derives the correct Tooling API sobject from the entry's `ConfigurationName`, verifies the derivation via a describe…

• Automation Sandbox Post Copy Config Generate

  by @forcedotcom

  Generate the JSON config file that the Salesforce sandbox post-copy automation tool consumes, from a customer SOP in any format (PDF, xlsx, csv, JSON, docx, Markdown, plain text, or a screenshot of an endpoint table). Use when…

• Experience Lds Data Requirements Generate

  by @forcedotcom

  Use when a Lightning Web Component data need is described in ambiguous natural language — turn "get contact info" or "show account data" into a clear, PRD-ready data-requirements spec. TRIGGER when the user says "define data…

• Platform Lightning Type Widget Coordinate

  by @forcedotcom

  Orchestrate Apex-backed Lightning Type + HXL widget generation. TRIGGER only when the prompt EXPLICITLY invokes Lightning Types: user says 'Lightning Type', 'CLT', 'Custom Lightning Type', 'Apex-backed type', references…

• Integration Eventing Subscription Configure

  by @forcedotcom

  Create, read, update, and delete ManagedEventSubscription metadata in Salesforce. Use this skill for any work involving managed event subscriptions, platform event subscriptions, event channel subscribers, or…

• Platform Architecture Analyze

  by @forcedotcom

  Use when the developer asks to "review the architecture", "run a Well-Architected check", "audit this project", "is this project well-architected?", or wants to assess security/governor-limit/risk as a holistic code-and-metadata…

• Dx Org Permission Set Assign

  by @forcedotcom

  ALWAYS USE THIS SKILL to assign permission sets to org users. Assign one or more permission sets to org users using the sf org assign permset command. TRIGGER when the user asks to assign, grant, give, add, or apply permission…

• Experience Ui Bundle Custom App Generate

  by @forcedotcom

  MUST activate when the project contains a uiBundles/*/src/ directory and the task involves creating or configuring a Custom Application for hosting a UI bundle in Lightning Experience. Use this skill when creating a…

• Experience Cms Brand Apply

  by @forcedotcom

  Extracts, retrieves, and applies CMS brand guidelines (voice, tone, style, colors, typography) to generated content. Use this skill ANY TIME a user request involves branding, brand voice, brand tone, brand guidelines, brand…