An agentic skills framework
개요
A collection of method-driven skills for people who use AI to make decisions, run projects, analyze evidence, create documents, and produce finished work. These skills are designed for active collaborators: you provide the real context and remain responsible for the decision; the agent supplies structure, analysis, and quality checks. Most agent tools use slash commands. Codex and ChatGPT use $; in those tools, replace the leading / with $. For anyone running bmad-loop, an autonomous coding orchestrator, who needs an honest read on a run — watching one in progress or investigating one that finished, failed, or paused overnight. Only useful inside a project that already runs bmad-loop. For founders, product teams, marketers, creators, and anyone who needs to generate options before evaluating them. For decision-makers, analysts, and writers who need to inspect the claims, evidence, assumptions, and logical gaps in a document.
README
Agent Skills
Language: English | Tiếng Việt | 中文
A collection of method-driven skills for people who use AI to make decisions, run projects, analyze evidence, create documents, and produce finished work. These skills are designed for active collaborators: you provide the real context and remain responsible for the decision; the agent supplies structure, analysis, and quality checks.
Quick start
Install the full collection:
npx skills add tronghieu/agent-skills
Then invoke a skill in your agent:
/market-researcher Assess the market for this product idea in Vietnam.
Most agent tools use slash commands. Codex and ChatGPT use $; in those tools, replace the leading / with $.
Choose a skill
| Your job | Start with |
|---|---|
| Generate or challenge ideas | brainstorm-coach, critical-thinking |
| Diagnose a recurring problem | problem-solver |
| Understand customers or markets | design-thinking, market-researcher |
| Decide what to build and deliver it | product-manager, project-manager |
| Run software sprints and improve team process | scrum-master |
| Analyze data or long documents | data-scientist, deep-reader |
| Make a high-stakes business decision | strategy-board |
| Create documentation, prompts, slides, or fiction | diataxis-writer, system-prompt-creator, slidewright, fiction-studio |
| Learn through guided questions | socratic-questor |
| Compare CVs with a job description | cv-scorer |
| Understand what an autonomous coding run did, or why it stalled | bmad-run-inspector |
Skills
bmad-run-inspector
For anyone running bmad-loop, an autonomous coding orchestrator, who needs an honest read on a run — watching one in progress or investigating one that finished, failed, or paused overnight. Only useful inside a project that already runs bmad-loop.
npx skills add tronghieu/agent-skills --skill bmad-run-inspector
Read the bmad-run-inspector guide
brainstorm-coach
For founders, product teams, marketers, creators, and anyone who needs to generate options before evaluating them.
npx skills add tronghieu/agent-skills --skill brainstorm-coach
Read the brainstorm-coach guide
critical-thinking
For decision-makers, analysts, and writers who need to inspect the claims, evidence, assumptions, and logical gaps in a document.
npx skills add tronghieu/agent-skills --skill critical-thinking
Read the critical-thinking guide
cv-scorer
For recruiters and hiring managers who want a consistent, rubric-based comparison of CVs against a job description. It supports human review; it does not make hiring decisions.
npx skills add tronghieu/agent-skills --skill cv-scorer
data-scientist
For data practitioners and decision-makers who need defensible exploration, statistical analysis, predictive baselines, or a review of an existing analysis.
npx skills add tronghieu/agent-skills --skill data-scientist
deep-reader
For researchers, students, analysts, and serious readers working with books, theses, papers, or other documents of roughly 50 pages or more.
npx skills add tronghieu/agent-skills --skill deep-reader
design-thinking
For product, design, and innovation teams that can collect real user evidence and want a disciplined path from research to tested concepts.
npx skills add tronghieu/agent-skills --skill design-thinking
Read the design-thinking guide
diataxis-writer
For technical writers, documentation owners, developer advocates, and teams improving tutorials, how-to guides, references, explanations, or knowledge bases.
npx skills add tronghieu/agent-skills --skill diataxis-writer
Read the diataxis-writer guide
fiction-studio
For authors developing prose fiction—from a first premise through outline, drafting, revision, and continuity review.
npx skills add tronghieu/agent-skills --skill fiction-studio
market-researcher
For founders, product teams, strategists, consultants, and analysts who need cited desk research on market size, competitors, demand signals, or trends.
npx skills add tronghieu/agent-skills --skill market-researcher
Read the market-researcher guide
problem-solver
For operators, technical leads, and business owners who need to verify a root cause before choosing a fix.
npx skills add tronghieu/agent-skills --skill problem-solver
product-manager
For working product managers, product leads, and founders deciding what to build, how to measure it, and how to launch it.
npx skills add tronghieu/agent-skills --skill product-manager
Read the product-manager guide
project-manager
For project managers, PMOs, delivery leads, and team leads planning, tracking, de-risking, or recovering a real project.
npx skills add tronghieu/agent-skills --skill project-manager
Read the project-manager guide
scrum-master
For Scrum Masters, engineering managers, tech leads, product owners, and software teams that need focused sprint planning, honest sprint health, visible impediments, and retrospective follow-through.
npx skills add tronghieu/agent-skills --skill scrum-master
slidewright
For speakers, educators, consultants, and founders building web-based slides for a live presentation.
npx skills add tronghieu/agent-skills --skill slidewright
socratic-questor
For learners and teachers who want to build or test understanding through a guided Socratic dialogue.
npx skills add tronghieu/agent-skills --skill socratic-questor
Read the socratic-questor guide
strategy-board
For founders, executives, and strategy leaders working through consequential choices such as market entry, investment, build-versus-buy, pricing, or transformation.
npx skills add tronghieu/agent-skills --skill strategy-board
system-prompt-creator
For AI product builders, developers, automation teams, and power users creating testable system prompts and custom instructions.
npx skills add tronghieu/agent-skills --skill system-prompt-creator
Read the system-prompt-creator guide
Manual installation
Download a skill directory or its packaged .zip, then copy the extracted directory to:
- Project scope:
.agents/skills/or.claude/skills/ - User scope on macOS/Linux:
~/.agents/skills/or~/.claude/skills/ - User scope on Windows:
%USERPROFILE%\.agents\skills\or%USERPROFILE%\.claude\skills\
The exact location depends on the agent you use.
Contributing
Contributions are welcome. To propose a change:
- Fork the repository and create a focused branch.
- Place each skill in
skills//with aSKILL.md, any required scripts or references, and user-facing README files. - Test the skill with representative prompts, including at least one difficult or failure case.
- Rebuild
skills/.zip. - Open a pull request explaining who the skill is for, when it should activate, what you tested, and any known limitations.
For substantial new skills, opening an issue first can help confirm scope and avoid overlapping work.
This repository follows the open Agent Skills specification. Compatibility depends on each host tool’s implementation of that specification.
License
MIT
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