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Brycewang Stanford/Commit — measured AI agent skill | DecimalAI

brycewang-stanford/commit

NewSkillScoreMaintained

Stage, commit, and push changes for the sewage project. Creates a branch, commits with a descriptive message, pushes, and optionally creates a PR. This skill should be used when asked to "commit", "save changes", "push", or "create a PR".

by brycewang-stanford

Links this skill to your agents and keeps it current with the author’s updates.

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

Coding pack

decimalai skills pull brycewang-stanford-commit

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/brycewang-stanford-commit/SKILL.md

Raw file: /s/brycewang-stanford-commit/SKILL.md ↗ · machine-readable summary at /s/brycewang-stanford-commit.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 28h ago

—-15% tokens0% turns68% of whole cases pass with skill (15/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-10	✗→✓	▲ Improved	-61%	0%
case-04	✗→✓	▲ Improved	5%	0%
case-19	✓→✗	▼ Worse	93%	0%
case-06	✓→✗	▼ Worse	-17%	0%
case-17	✓→✗	▼ Worse	-40%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/2/2026

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

brycewang-stanford / Auto-Empirical-Research-Skills

skills/41-sticerd-eee-sewage-econometrics-check/skills/commit/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/2/2026Version v3

Skill contents

SKILL.md

Commit Workflow

Perform the full commit-PR-merge cycle.

Steps

Check current state:

bash git status git diff --stat git log --oneline -5

Create branch: git checkout -b [descriptive-branch-name]

Stage files:

Stage specific files (never git add -A)
Exclude: settings.local.json, .env, credentials, large data files
Review what's being staged

Commit:

Use $ARGUMENTS as commit message if provided
Otherwise, analyze changes and write a descriptive message
Format: imperative mood, concise, explains WHY not WHAT

Push and create PR:

bash git push -u origin [branch-name] gh pr create --title "[message]" --body "[summary of changes]"

Merge (with user approval):

bash gh pr merge --merge --delete-branch git checkout main git pull

Important

Never commit directly to main
Never use git add -A or git add .
Never commit sensitive files
Always review staged changes before committing

Want to see if brycewang-stanford/commit would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.