Structured policy briefing note (1-2 pages). An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.

Custom licenceAuto-check: notes

Install Briefing Note

skills CLI
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill briefing-note -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills briefing-note --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/58-charlescoverdale-econstack/briefing-note .claude/skills/briefing-note && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
briefing-note
GitHub stars
4.5k
Token cost
~4.5k tokens
SKILL.md length
1,846 words
Files
2
Skills in repo
364
Repo updated
First seen
Licence
Custom licence

At a glance

Structured policy briefing note (1-2 pages). An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.

  • Works in 6 steps: Parse the request → Confirm the framing → Gather data (if --data or if topic is… → …
  • SKILL.md covers Arguments, Templates, Instructions and Output formats, plus 4 more sections
  • Calls git

What it does

Briefing Note is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Structured policy briefing note (1-2 pages). Issue, background, analysis, options, recommendation. UK GES, Australian Treasury, consulting formats. Auto-populates from econstack data skills.

Its SKILL.md is about 4.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file.

The repository describes itself as: 🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI…

Example prompts

  • “/briefing-note”

Requirements

  • Pre-approved tools (allowed-tools): Bash, Read, Write, Glob, Grep, AskUserQuestion, Skill, WebSearch, WebFetch

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Parse the request
  2. Confirm the framing
  3. Gather data (if --data or if topic is data-dependent)
  4. Write the briefing note
  5. Generate the KEY NUMBERS block
  6. Output

What it can do on your machine

Read from SKILL.md and the folder at commit 9fa87d8. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash
    • Read
    • Write
    • Glob
    • Grep
    • AskUserQuestion
    • Skill
    • WebSearch
    • WebFetch

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • git

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Briefing Note loads about 4.5k tokens when it runs. Until then it costs about 51 tokens; SKILL.md has 1,846 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~51
When it runs · the whole SKILL.md, loaded when a task matches
~4.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Bash, Read, Write, Glob, Grep, AskUserQuestion, Skill, WebSearch, WebFetch

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,846 words (~4,512 tokens).

“Only stop to ask the user when: the policy issue is unclear, the audience is ambiguous, or multiple conflicting options exist and the user needs to choose a framing. Never stop to ask about: format (use the detected template), section…”

— opening of SKILL.md by brycewang-stanford, Custom licence
name
briefing-note
allowed-tools
Bash, Read, Write, Glob, Grep, AskUserQuestion, Skill, WebSearch, WebFetch

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in skills/58-charlescoverdale-econstack/briefing-note of brycewang-stanford/Auto-Empirical-Research-Skills.

  • SKILL.md
  • SKILL.tmpl

Open the folder on GitHubat commit 9fa87d8

Compare with similar skills

Briefing Note next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Briefing Note compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Briefing Note this skillbrycewang-stanford/Auto-Empirical-Research-Skills4.5k—~4.5kAutomated safety check: NotesCustom licence
Briefalirezarezvani/claude-skills28k—~967Automated safety check: PassMIT
Implementing Policy As Code With Open Policy Agentmukul975/Anthropic-Cybersecurity-Skills34k—~2.6kAutomated safety check: NotesApache-2.0
Briefing Notemohitagw15856/pm-claude-skills1.4k—~791Automated safety check: PassMIT
Meeting Notesoutline/outline41k—~551Automated safety check: PassCustom licence
Policy Acknowledgementsickn33/agentic-awesome-skills47k1 repos~3.4kAutomated safety check: PassMIT

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Questions about Briefing Note

What does Briefing Note do?

Structured policy briefing note (1-2 pages). An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Briefing Note is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Structured policy briefing note (1-2 pages).

How do I install Briefing Note in Claude Code?

Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill briefing-note -a claude-code`. Or copy the skill folder (skills/58-charlescoverdale-econstack/briefing-note in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/briefing-note in your project. Claude Code loads it when a task matches its description.

How do I install Briefing Note in Codex?

Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill briefing-note -a codex`. Or copy the skill folder (skills/58-charlescoverdale-econstack/briefing-note in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/briefing-note in your project. Codex loads it when a task matches its description.

Can I use Briefing Note in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill briefing-note -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/briefing-note, .gemini/skills/briefing-note, .github/skills/briefing-note and .opencode/skills/briefing-note in your project.

What does Briefing Note need to run?

Going by SKILL.md and its folder, Briefing Note needs the command-line tools its instructions call (git). Its frontmatter pre-approves these tools: Bash, Read, Write, Glob, Grep, AskUserQuestion, Skill, WebSearch, WebFetch.

Does Briefing Note access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Briefing Note safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Briefing Note use?

Briefing Note has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Briefing Note use?

About 4.5k tokens (SKILL.md is roughly 18k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Briefing Note?

Skills that share tags, products or a category with Briefing Note: Brief (alirezarezvani/claude-skills, 28k stars), Implementing Policy As Code With Open Policy Agent (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Briefing Note (mohitagw15856/pm-claude-skills, 1.4k stars) and Meeting Notes (outline/outline, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Briefing Note?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,529 GitHub stars. The repository holds 364 skills in this directory. The repository was last updated on October 5, 2026.

Source: brycewang-stanford/Auto-Empirical-Research-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.