Macroeconomic monitor. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.

Custom licenceAuto-check: notes

Install Macro Briefing

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

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

GitHub CLI
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills macro-briefing --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/macro-briefing .claude/skills/macro-briefing && 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
macro-briefing
GitHub stars
4.5k
Token cost
~4.8k tokens
SKILL.md length
2,115 words
Files
2
Skills in repo
383
Repo updated
First seen
Licence
Custom licence

At a glance

Macroeconomic monitor. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.

  • Works in 5 steps: Detect country and focus → Fetch data (silent) → Build the briefing (silent) → …
  • SKILL.md covers Arguments, Supported countries, Instructions and Output formats, plus 5 more sections
  • Calls git; reaches github.com

What it does

Macro Briefing is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Macroeconomic monitor. Supports UK, US, Euro area, and Australia. Pulls GDP, inflation, employment, wages, rates, trade, housing, and fiscal data. Each country follows its central bank's reporting structure. Produces a single clean briefing with a traffic-light assessment and user-selectable sub-components.

Its SKILL.md is about 4.8k 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

  • “/macro-briefing”

Requirements

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

Workflow steps

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

  1. Detect country and focus
  2. Fetch data (silent)
  3. Build the briefing (silent)
  4. Apply the traffic-light assessment
  5. Write the 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
    • AskUserQuestion
    • Skill

    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

    Hosts in commands or code, which the agent is likely to contact:

    • github.com

    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

Macro Briefing loads about 4.8k tokens when it runs. Until then it costs about 81 tokens; SKILL.md has 2,115 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~81
When it runs · the whole SKILL.md, loaded when a task matches
~4.8k

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, AskUserQuestion, Skill

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 2,115 words (~4,822 tokens).

“Only stop to ask the user when: the country is ambiguous or specific indicators are requested that need clarification. Never stop to ask about: section ordering, table formatting, data source preferences (use the country's official sources), or output filename.”

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

Read the full SKILL.md on GitHub

Files

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

  • SKILL.md
  • SKILL.tmpl

Open the folder on GitHubat commit 9fa87d8

Compare with similar skills

Macro Briefing 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.

Macro Briefing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Macro Briefing this skillbrycewang-stanford/Auto-Empirical-Research-Skills4.5k—~4.8kAutomated safety check: NotesCustom licence
Briefalirezarezvani/claude-skills28k—~967Automated safety check: PassMIT
Qdrant Monitoringgithub/awesome-copilot40k1 repos~276Automated safety check: PassMIT
Monitoring Capture ServicePostHog/posthog40k—~5kAutomated safety check: PassCustom licence
Monitoring Ingestion PipelinePostHog/posthog40k—~9.1kAutomated safety check: PassCustom licence
Briefdavepoon/buildwithclaude3.6k—~1.3kAutomated safety check: NotesMIT

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Questions about Macro Briefing

What does Macro Briefing do?

Macroeconomic monitor. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Macro Briefing is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Macroeconomic monitor.

How do I install Macro Briefing in Claude Code?

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

How do I install Macro Briefing in Codex?

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

Can I use Macro Briefing 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 macro-briefing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/macro-briefing, .gemini/skills/macro-briefing, .github/skills/macro-briefing and .opencode/skills/macro-briefing in your project.

What does Macro Briefing need to run?

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

Does Macro Briefing access the network?

SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Macro Briefing 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 Macro Briefing use?

Macro Briefing 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 Macro Briefing use?

About 4.8k tokens (SKILL.md is roughly 19k 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 Macro Briefing?

Skills that share tags, products or a category with Macro Briefing: Brief (alirezarezvani/claude-skills, 28k stars), Qdrant Monitoring (github/awesome-copilot, 40k stars), Monitoring Capture Service (PostHog/posthog, 40k stars) and Monitoring Ingestion Pipeline (PostHog/posthog, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Macro Briefing?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,542 GitHub stars. The repository holds 383 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.