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.
git clone --depth 1 https://github.com/yuri-semenenko/ai-engineering-workspaceWrote 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/commands/yuri-semenenko/ai-engineering-workspace/pr-description)<a href="https://agentmods.dev/commands/yuri-semenenko/ai-engineering-workspace/pr-description"><img src="https://agentmods.dev/badge/commands/yuri-semenenko/ai-engineering-workspace/pr-description/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/yuri-semenenko/ai-engineering-workspace/pr-description"><img src="https://agentmods.dev/badge/commands/yuri-semenenko/ai-engineering-workspace/pr-description.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00011 | $0.00181 |
| Opus 5.5 | $0.00004 | $0.00072 |
| Sonnet 5.5 | $0.00002 | $0.00036 |
| Haiku 4.5 | $0.00001 | $0.00018 |
Grade A, and why
pr-description 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 6d 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.
What it actually says
PR Description Prompt
Role: Act as a senior engineer preparing a concise pull request description.
Context: Use the current branch changes and the repository PR template if one exists.
Task: Draft a copy-pasteable PR description.
Constraints:
- If the repo has a PR template, mirror it exactly.
- Derive the ticket from the branch name only when obvious.
- Include concrete test steps.
- For UI work, include a reminder to attach screenshot or recording evidence.
- Do not invent details that are not visible from the diff or prompt.
- Write in English unless explicitly requested otherwise.
Output Format: Return the PR body as a single raw Markdown code block.
Success Criteria:
- The body is ready to paste into GitHub.
- The summary explains what changed and why.
- The test plan is concrete and runnable.
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.
- 6d ago First seen · 32 lines · 11 tokens per session scan A 3c274930e311
pr-description is a command published in the GitHub repository yuri-semenenko/ai-engineering-workspace (4 stars, last pushed 3d ago), licensed MIT. It adds 11 tokens to every session and 181 once invoked, about $0.0000 per session on Opus 5.5. 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 2026-10-31.
pr-description compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| pr-descriptionyuri-semenenko/ai-engineering-workspace | Command | 4 | 3d ago | MIT | A | 11 | GitHub Copilot |
| create-worktreejabrena/plinth | Command | 460 | yesterday | Apache-2.0 | A | 14 | Claude Code, Cursor |
| create-feature-branchjabrena/plinth | Command | 460 | yesterday | Apache-2.0 | A | 11 | Claude Code, Cursor |
| al-pr-preparejaviarmesto/ALDC-AL-Development-Collection | Command | 115 | yesterday | MIT | A | 37 | Claude Code |
| merge-conflict-analysisrjmurillo/ai-agents | Command | 49 | yesterday | MIT | A | 0 | GitHub Copilot |
| shiploiane/specs-driven-development-spring-angular | Command | 62 | yesterday | MIT | A | 18 | Claude Code |
| sddp-implementattilaszasz/sdd-pilot | Command | 97 | 17d ago | MIT | A | 0 | GitHub Copilot |