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collect-github-stats · griddynamics | DecimalAI

devopsby griddynamics

collect-github-stats

griddynamics/collect-github-stats

Source griddynamics/rosetta ↗License Apache-2.0

Collect GitHub repo health/usage stats into merged JSON.

SkillScore82Maintained

On-demandOn-demand: invoked explicitly — never occupies your agent's context until called.

DevOps & SRE pack

Last verified 8/27/2026

What it changes

Passed 16 of 19 test cases with the skill, and 11 of 19 without it.

Without skill59%

With skill82%

Checks it passed that the model alone missed

Forbids saving incomplete or partial files on network error
Explains that --no-enrich skips company and location lookups
Identifies griddynamics/rosetta as the default target repository

and 4 more in the full report

5 fixed13 passed either way4 still failing0 broke

Pass-rate lift: +23 pp
Tokens: -39%
Agent turns: 0%
Response time: -62%

Model gemini-3.6-flashMeasured 8/27/2026v218 of 22 cases passed with skill · 19 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/griddynamics-collect-github-stats/SKILL.md https://app.decimal.ai/s/griddynamics-collect-github-stats/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add griddynamics-collect-github-stats, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/griddynamics-collect-github-stats/ and pins it in .decimal/skills.lock

decimalai skills add griddynamics-collect-github-stats

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/griddynamics-collect-github-stats/SKILL.md https://app.decimal.ai/s/griddynamics-collect-github-stats/SKILL.md

Raw file: /s/griddynamics-collect-github-stats/SKILL.md ↗ · machine-readable summary at /s/griddynamics-collect-github-stats.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 5

Prompt

If no command line flags are specified when launching python3 <skill_dir>/scripts/collect_stats.py, what target repository and output path will be selected by default?

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies griddynamics/rosetta as the default target repository	Missed	Passed
Identifies docs/github-stats.json as the default output file path	Missed	Passed

case-12 · gemini-3.6-flash · 8/27/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md32 lines2 filesincludes scripts

collect-github-stats

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

Run (MUST)

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 faiures in the future, update ## Lessons learned below for self-improvement.

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

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

Track record

Benchmark

16 / 19

test cases passed, vs 11 / 19 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 8/26/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

griddynamics / rosetta

.claude/skills/collect-github-stats/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/26/2026Version v2Bundled 1 file · scripts

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

collect-github-stats

Run (MUST)

CRITICAL

Rules (MoSCoW)

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

Track record

Benchmark

Adoption

SkillSafety

Source

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