代码生成
生成代码、脚手架和模板
ux-writing
elie222
Improve UX copy for labels, actions, and error messages
utilities
elie222
Util functions
create-pr
elie222
Commit changes and open a pull request with safe metadata
salesforce-hello-world
jeremylongshore
'Create a minimal working Salesforce example with SOQL queries and sObject
d3-visualization
lyndonkl
Use when creating custom, interactive data visualizations with D3.js—building bar/line/scatter charts from scratch, creating network diagrams or geographic maps, binding changing data to visual elements, adding zoom/pan/brush interactions, animating chart transitions, or when chart libraries (Highcharts, Chart.js) don't support your specific visualization design and you need low-level control over data-driven DOM manipulation, scales, shapes, and layouts.
chain-roleplay-debate-synthesis
lyndonkl
Use when facing decisions with multiple legitimate perspectives and inherent tensions. Invoke when stakeholders have competing priorities (growth vs. sustainability, speed vs. quality, innovation vs. risk), need to pressure-test ideas from different angles before committing, exploring tradeoffs between incompatible values, synthesizing conflicting expert opinions into coherent strategy, or surfacing assumptions that single-viewpoint analysis would miss.
academic-letter-architect
lyndonkl
Use when writing recommendation letters, reference letters, or award nominations for students, postdocs, or colleagues. Invoke when user mentions recommendation letter, reference, nomination, letter of support, endorsement, or needs help with strong advocacy, comparative statements, or evidence-based character assessment.
heuristics-and-checklists
lyndonkl
Use when making decisions under time pressure or uncertainty, preventing errors in complex procedures, designing decision rules or checklists, simplifying complex choices, or when user mentions heuristics, rules of thumb, mental models, checklists, error prevention, cognitive biases, satisficing, or needs practical decision shortcuts and systematic error reduction.
discovery-interviews-surveys
lyndonkl
Use when validating product assumptions before building, discovering unmet user needs, understanding customer problems and workflows, testing concepts or positioning, researching target markets, identifying jobs-to-be-done and hiring triggers, uncovering pain points and workarounds, or when users mention user research, customer interviews, surveys, discovery interviews, validation studies, or voice of customer.
causal-inference-root-cause
lyndonkl
Use when investigating why something happened and need to distinguish correlation from causation, identify root causes vs symptoms, test competing hypotheses, control for confounding variables, or design experiments to validate causal claims. Invoke when debugging systems, analyzing failures, researching health outcomes, evaluating policy impacts, or when user mentions root cause, causal chain, confounding, spurious correlation, or asks "why did this really happen?"
domain-research-health-science
lyndonkl
Use when formulating clinical research questions (PICOT framework), evaluating health evidence quality (study design hierarchy, bias assessment, GRADE), prioritizing patient-important outcomes, conducting systematic reviews or meta-analyses, creating evidence summaries for guidelines, assessing regulatory evidence, or when user mentions clinical trials, evidence-based medicine, health research methodology, systematic reviews, research protocols, or study quality assessment.
code-data-analysis-scaffolds
lyndonkl
Use when starting technical work requiring structured approach - writing tests before code (TDD), planning data exploration (EDA), designing statistical analysis, clarifying modeling objectives (causal vs predictive), or validating results. Invoke when user mentions "write tests for", "explore this dataset", "analyze", "model", "validate", or when technical work needs systematic scaffolding before execution.
ads-plan
AgriciDaniel
Strategic paid advertising planning with industry-specific templates. Covers platform selection, campaign architecture, budget planning, creative strategy, and phased implementation roadmap. Use when user says "ad plan", "ad strategy", "campaign planning", "media plan", "PPC strategy", or "advertising plan".
pricing-strategy
coreyhaines31
"When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' or 'monetization.' This skill covers pricing research, tier structure, and packaging strategy."
code-documentation-doc-generate
rmyndharis
"You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI-powered analysis and industry best practices."
code-refactoring-tech-debt
rmyndharis
"You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti"
codebase-cleanup-tech-debt
rmyndharis
"You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti"
golang-testing
affaan-m
Go testing patterns including table-driven tests, subtests, benchmarks, fuzzing, and test coverage. Follows TDD methodology with idiomatic Go practices.
work-on-issue
meta-pytorch
Start work on a GitHub issue. Extracts requirements, creates worktree, sets up TDD workflow.
unity
Logos-Liber
Unity engine fundamentals and workflows for 3D asset integration
conversation-groups
vellum-ai
Organize conversations into custom sidebar groups — list groups, create new ones, and file conversations into them
temps-cli
gotempsh
Complete command-line reference for managing the Temps deployment platform. Covers all 54+ CLI commands including projects, deployments, environments, services, domains, monitoring, backups, security scanning, error tracking, and platform administration. Use when the user wants to: (1) Find CLI command syntax, (2) Manage projects and deployments via CLI, (3) Configure services and infrastructure, (4) Set up monitoring and logging, (5) Automate deployments with CI/CD, (6) Manage domains and DNS, (7) Configure notifications and webhooks. Triggers: "temps cli", "temps command", "how to use temps", "@temps-sdk/cli", "bunx temps", "npx temps", "temps deploy", "temps projects", "temps services".
ml-paper-writing
Orchestra-Research
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.
autoresearch
Orchestra-Research
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers research direction. Routes to domain-specific skills for execution, supports continuous agent operation via Claude Code /loop and OpenClaw heartbeat, and produces research presentations and papers. Use when starting a research project, running autonomous experiments, or managing a multi-hypothesis research effort.