Agent skill

Collect GitHub Stats

by griddynamics in griddynamics/rosetta

Collect GitHub repo health/usage stats into merged JSON. An agent skill from griddynamics/rosetta.

Apache-2.0Auto-check passedProduct & Project Management

Install Collect GitHub Stats

skills CLI
$ npx skills add griddynamics/rosetta --skill collect-github-stats -a claude-code

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

GitHub CLI
$ gh skill install griddynamics/rosetta collect-github-stats --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/griddynamics/rosetta.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/collect-github-stats .claude/skills/collect-github-stats && 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
collect-github-stats
GitHub stars
353
Token cost
~415 tokens
SKILL.md length
181 words
Files
2 (incl. scripts)
Skills in repo
12
Repo updated
First seen
Licence
Apache-2.0

At a glance

Collect GitHub repo health/usage stats into merged JSON. An agent skill from griddynamics/rosetta.

  • Product & Project Management work in your project
  • SKILL.md covers Run (MUST), CRITICAL, Rules (MoSCoW) and Lessons learned…
  • Runs Python scripts from its folder; calls python3

What it does

Collect GitHub Stats is an agent skill from griddynamics/rosetta. Collect GitHub repo health/usage stats into merged JSON.

Its SKILL.md is about 420 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/collect_stats.py`).

It sits in Product & Project Management. It works with GitHub. The repository describes itself as: An instruction layer for AI coding agent. The licence is Apache-2.0.

When your agent uses it

  • Product & Project Management work in your project

Example prompts

  • “/collect-github-stats”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit 5441232. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

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

  • Network

    No URLs in SKILL.md.

    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

Collect GitHub Stats loads about 415 tokens when it runs. Until then it costs about 19 tokens; SKILL.md has 181 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~19
When it runs · the whole SKILL.md, loaded when a task matches
~415

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 passed

The automated check found no risky patterns in SKILL.md.

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); the scripts in this folder are not scanned.

SKILL.md

The full file from griddynamics/rosetta at commit 5441232, republished under its Apache-2.0 licence (© griddynamics). 181 words, ~415 tokens.

Download SKILL.mdSave it as .claude/skills/collect-github-stats/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
collect-github-stats
description
Collect GitHub repo health/usage stats into merged JSON.
disable-model-invocation
true
user-invocable
true

collect-github-stats

Runs one script: fetch GitHub stats for a repo, merge into docs/github-stats.json.

Run (MUST)

bash
python3 <skill_dir>/scripts/collect_stats.py [--repo OWNER/NAME] [--out PATH] [--no-enrich]

Defaults: --repo griddynamics/rosetta, --out docs/github-stats.json. MUST run from repo root (or pass absolute --out). --no-enrich skips company/location lookups.

CRITICAL

  • NEVER DELETE OR OVERWRITE docs/github-stats.json. Script APPEND-MERGES. Traffic is a 14-DAY ROLLING WINDOW — deleted history is GONE FOREVER, unrecoverable from the API.
  • PUSH ACCESS REQUIRED. No push → traffic 403 → script FAILS LOUD with fix steps. MUST NOT accept a partial file.

Rules (MoSCoW)

  • MUST have gh authenticated, repo scope, push access to the target repo.
  • SHOULD relay the script's post-run summary to the user.
  • COULD normalize company variants when REPORTING; MUST NOT mutate stored raw values.
  • WON'T fabricate cloner identity (cloners are ANONYMOUS — counts only), store PII/secrets.

If you learned something new which is reusable, there are process efficiency improvements, you can prevent failures in the future, update ## Lessons learned below for self-improvement.

Lessons learned (self-improvement, keep updating, first line is template, keep template, follow "<instructions>", high confidence only):

  • <key action item, less then 7 words> <concise/terse: what happened, why, root cause, reasoning, less then 25 words>.

© griddynamics, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (scripts) in .claude/skills/collect-github-stats of griddynamics/rosetta.

  • SKILL.md
  • scripts/collect_stats.py

Open the folder on GitHubat commit 5441232

Compare with similar skills

Collect GitHub Stats 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.

Collect GitHub Stats compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Collect GitHub Stats this skillgriddynamics/rosetta353—~415Automated safety check: PassApache-2.0
CCPM Project Managementautomazeio/ccpm8.4k—~1.1kAutomated safety check: PassMIT
Release ValidationMesh-LLM/mesh-llm3.5k—~2.6kAutomated safety check: PassApache-2.0
Final Release Reviewopenai/openai-agents-python30k—~5.4kAutomated safety check: PassMIT
Ouroboros PM InterviewQ00/ouroboros6.2k—~5.7kAutomated safety check: PassMIT
Project Managerpwrdrvr/openclaw-codex-app-server265—~1.5kAutomated safety check: PassMIT

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Works with

Questions about Collect GitHub Stats

What does Collect GitHub Stats do?

Collect GitHub repo health/usage stats into merged JSON. An agent skill from griddynamics/rosetta. Collect GitHub Stats is an agent skill from griddynamics/rosetta. Collect GitHub repo health/usage stats into merged JSON.

When should I use Collect GitHub Stats?

Collect GitHub Stats fits situations like: product & Project Management work in your project.

How do I install Collect GitHub Stats in Claude Code?

Run `npx skills add griddynamics/rosetta --skill collect-github-stats -a claude-code`. Or copy the skill folder (.claude/skills/collect-github-stats in griddynamics/rosetta) into .claude/skills/collect-github-stats in your project. Claude Code loads it when a task matches its description.

How do I install Collect GitHub Stats in Codex?

Run `npx skills add griddynamics/rosetta --skill collect-github-stats -a codex`. Or copy the skill folder (.claude/skills/collect-github-stats in griddynamics/rosetta) into .agents/skills/collect-github-stats in your project. Codex loads it when a task matches its description.

Can I use Collect GitHub Stats 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 griddynamics/rosetta --skill collect-github-stats -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/collect-github-stats, .gemini/skills/collect-github-stats, .github/skills/collect-github-stats and .opencode/skills/collect-github-stats in your project.

What does Collect GitHub Stats need to run?

Going by SKILL.md and its folder, Collect GitHub Stats needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Collect GitHub Stats access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Collect GitHub Stats safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Collect GitHub Stats use?

Collect GitHub Stats is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Collect GitHub Stats use?

About 415 tokens (SKILL.md is roughly 1.7k 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 Collect GitHub Stats?

Skills that share tags, products or a category with Collect GitHub Stats: CCPM Project Management (automazeio/ccpm, 8.4k stars), Release Validation (Mesh-LLM/mesh-llm, 3.5k stars), Final Release Review (openai/openai-agents-python, 30k stars) and Ouroboros PM Interview (Q00/ouroboros, 6.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Collect GitHub Stats?

griddynamics (a GitHub organization) maintains it in griddynamics/rosetta, which has 353 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on September 29, 2026.

Source: griddynamics/rosetta on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.