
Orchard Review
Reviews a release proposal by reading the deployment diff and quoting changed replica settings.
- Repository
- rohitg00/ai-engineering-from-scratch
- Stars
- 76,331
- Licence
- MIT
- Files
- 1 file
What it does
This skill tells an AI agent to look at the deployment diff for a proposed release and quote back any changes to replica settings, which are the numbers that control how many copies of a service run. Once installed, the agent follows this short instruction whenever a release review is requested. The file is a minimal example from a security scanner test set, so it contains only this one instruction and no extra tools or scripts.
Great for
- Engineers who want a quick check of replica count changes in a deployment diff
- Teams testing how agent skills are written or scanned
Skip it if
- Full release reviews, since it only covers replica settings and gives no broader analysis of the change
- Production sign-off decisions, since the agent's output is not verified and the skill has no defined checks
Try asking
- “Review this release proposal and quote any replica setting changes in the deployment diff.”
- “Check the deployment diff for replica changes before we ship.”
Install in 3 steps
- 1
Download the skill
The ZIP contains the 1 original files, the MIT licence and an attribution note.
benign.zip - 2
Add it to your agent
Claude Code (all projects)
mkdir -p ~/.claude/skills && unzip benign.zip -d ~/.claude/skills/Claude Code / Agent SDK (this project only)
mkdir -p .claude/skills && unzip benign.zip -d .claude/skills/Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.
- 3
Ask for the task
No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.
Get better results
- Paste or attach the deployment diff so the agent has the file to read.
- Treat the quoted values as a starting point and confirm them against the actual configuration.
What's inside
- SKILL.md
Redistributed unmodified from rohitg00/ai-engineering-from-scratch under the MIT licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.