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 skills add Varnan-Tech/opendirectory --skill pr-description-writergit clone --depth 1 https://github.com/Varnan-Tech/opendirectoryWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/varnan-tech/opendirectory/pr-description-writer)<a href="https://agentmods.dev/skills/varnan-tech/opendirectory/pr-description-writer"><img src="https://agentmods.dev/badge/skills/varnan-tech/opendirectory/pr-description-writer.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector pass
What 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 5.1 | $0.00062 | $0.01014 |
| Opus 5 | $0.00031 | $0.00507 |
| Sonnet 5 | $0.00012 | $0.00203 |
| Haiku 4.5 | $0.00006 | $0.00101 |
Grade A, and why
pr-description-writer 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 8d 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 — 142 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PR Description Writer
Read the current branch diff and write a complete GitHub pull request description. Create or update the PR with one command.
Writing Style
Apply to all generated PR descriptions:
- Active voice. "Adds X" not "X has been added."
- Present tense for summary ("Adds caching layer"), past tense for context ("The old approach caused N requests per render")
- Short sentences, one idea per bullet
- No em dashes — use a comma or period instead
- No filler: "this PR", "this commit", "as per the discussion"
- Specifics beat generalities: "reduces p95 latency from 800ms to 90ms" beats "improves performance"
Step 1: Check Setup
Confirm gh is authenticated:
gh auth status
If not authenticated: gh auth login and follow the prompts.
Confirm the current directory is a git repo with an active branch:
git branch --show-current
If detached HEAD or no branch, stop and ask the user which branch they want to describe.
Step 2: Gather Diff Context
Run all three commands to build context:
File summary (what changed):
git diff main...HEAD --stat
Commit messages (why it changed):
git log main...HEAD --oneline
Full diff (how it changed):
Use origin/main first (always up to date), fall back to local main, then master:
if git rev-parse origin/main &>/dev/null 2>&1; then
BASE=origin/main
elif git rev-parse main &>/dev/null 2>&1; then
BASE=main
else
BASE=master
fi
git diff $BASE...HEAD
If the diff is very large (over 500 lines), read the --stat summary and the commit messages only. Also read the first 200 lines of the diff to understand the primary changes without processing the entire output.
Also check for an existing PR and read its current title/body:
gh pr view --json title,body,baseRefName 2>/dev/null
Step 3: Read the Format Guide
Read references/pr-format-guide.md in full before writing anything. Internalize:
- Required sections and their order
- How to write each section
- What to include vs omit
- The testing section format
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 8d ago First seen · 142 lines · 62 tokens per session scan A 429e91d97dc1
pr-description-writer is a skill published in the GitHub repository Varnan-Tech/opendirectory (635 stars, last pushed 22d ago), licensed MIT. It adds 62 tokens to every session and 1,014 once invoked, about $0.0003 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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