Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/areal-project/areal/gen-commit-msggit clone --depth 1 https://github.com/areal-project/AReaLWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00022 | $0.00877 |
| Opus 5 | $0.00011 | $0.00439 |
| Sonnet 5 | $0.00004 | $0.00175 |
| Haiku 4.5 | $0.00002 | $0.00088 |
Grade A, and why
gen-commit-msg scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 171 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Generate Commit Message
Generate a well-formatted commit message based on staged changes.
Usage
/gen-commit-msg [--amend] [--scope <scope>]
Arguments:
--amend: Amend the previous commit instead of creating new--scope <scope>: Force a specific scope (e.g.,workflow,engine)
Workflow
Step 1: Analyze Changes
# Check staged files
git diff --cached --name-only
# Check staged content
git diff --cached
# Check recent commit style
git log --oneline -5
Step 2: Categorize Changes
| Type | When to Use |
|---|---|
feat |
New feature or capability |
fix |
Bug fix |
docs |
Documentation only |
gov |
Governance or maintainer changes |
style |
Formatting/style-only changes |
refactor |
Code change without feature/fix |
perf |
Performance improvement |
test |
Adding or fixing tests |
build |
Build system or dependencies |
ci |
CI pipeline or workflow changes |
chore |
Build, deps, config changes |
revert |
Revert a previous commit |
Step 3: Determine Scope
Infer scope from changed files:
areal/workflow/→workflowareal/engine/→engineareal/reward/→rewardareal/dataset/→datasetareal/api/→apidocs/→docs- Multiple areas → omit scope or use broader term
Step 4: Generate Message
Format:
<type>(<scope>): <subject>
<body>
[Optional sections:]
Key changes:
- change 1
- change 2
Refs: #123, #456
Rules:
- Subject: imperative mood, ~50-72 chars, no period
- Body: explain "why" not "what", wrap at 72 chars
- Key changes: bullet list of main modifications (for complex commits)
- Refs: reference issues/PRs if applicable
Step 5: Confirm and Commit
Show preview:
─────────────────────────────────────
feat(workflow): add vision support to RLVR
Add VisionRLVRWorkflow for vision-language RL training.
Supports image inputs alongside text prompts.
─────────────────────────────────────
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 171 lines · 22 tokens per session scan A 9f2e91142141
gen-commit-msg is a command published in the GitHub repository areal-project/AReaL (5,706 stars, last pushed today), licensed Apache-2.0. It adds 22 tokens to every session and 877 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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