PR Babysitter
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
Take a finished branch through the full pre-merge pipeline in one pass — rebase onto origin/main, simplify, prune prose, run the repo's validators and cite their output, review the diff, act on…
$ npx skills add Smana/cloud-native-ref --skill ship-it -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Smana/cloud-native-ref ship-it --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Smana/cloud-native-ref.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/ship-it .claude/skills/ship-it && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ship-it" agent skill from https://github.com/Smana/cloud-native-ref/tree/main/.agents/skills/ship-it into .claude/skills/ship-it/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ship-it", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Smana/cloud-native-ref/tree/main/.agents/skills/ship-itType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Smana/cloud-native-ref --skill ship-it -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Smana/cloud-native-ref ship-it --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Smana/cloud-native-ref.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/ship-it .agents/skills/ship-it && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ship-it" agent skill from https://github.com/Smana/cloud-native-ref/tree/main/.agents/skills/ship-it into .agents/skills/ship-it/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ship-it", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Smana/cloud-native-ref --skill ship-it -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Smana/cloud-native-ref ship-it --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Smana/cloud-native-ref.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/ship-it .cursor/skills/ship-it && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ship-it" agent skill from https://github.com/Smana/cloud-native-ref/tree/main/.agents/skills/ship-it into .cursor/skills/ship-it/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ship-it", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Smana/cloud-native-ref.git --path .agents/skills/ship-it--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Smana/cloud-native-ref --skill ship-it -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Smana/cloud-native-ref ship-it --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Smana/cloud-native-ref.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/ship-it .gemini/skills/ship-it && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ship-it" agent skill from https://github.com/Smana/cloud-native-ref/tree/main/.agents/skills/ship-it into .gemini/skills/ship-it/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ship-it", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Smana/cloud-native-ref ship-itInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Smana/cloud-native-ref --skill ship-it -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Smana/cloud-native-ref.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/ship-it .github/skills/ship-it && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ship-it" agent skill from https://github.com/Smana/cloud-native-ref/tree/main/.agents/skills/ship-it into .github/skills/ship-it/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ship-it", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Smana/cloud-native-ref --skill ship-it -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Smana/cloud-native-ref ship-it --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Smana/cloud-native-ref.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/ship-it .opencode/skills/ship-it && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ship-it" agent skill from https://github.com/Smana/cloud-native-ref/tree/main/.agents/skills/ship-it into .opencode/skills/ship-it/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ship-it", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
ship-itTake a finished branch through the full pre-merge pipeline in one pass — rebase onto origin/main, simplify, prune prose, run the repo's validators and cite their output, review the diff, act on…
Ship It is an agent skill from Smana/cloud-native-ref. Take a finished branch through the full pre-merge pipeline in one pass — rebase onto origin/main, simplify, prune prose, run the repo's validators and cite their output, review the diff, act on findings, then commit and open the PR. Use when the user says "ship it", "ready to merge", "open the PR", "this is done", "review and ship", or when implementation is complete and the next step is getting it reviewed and merged.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/evidence.md` and `references/prose.md`). Compatibility notes: Requires git, gh, and the repo's validation scripts
It sits in Development, covering Code review. The repository describes itself as: Opiniated Cloud Native Platform Reference. The licence is Apache-2.0.
8 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit e5ee7e1. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Requires git, gh, and the repo's validation scripts
From compatibility in the SKILL.md frontmatter.
Ship It loads about 1.1k tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 108 tokens; SKILL.md has 510 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from Smana/cloud-native-ref at commit e5ee7e1, republished under its Apache-2.0 licence (© Smana). 510 words, ~1,134 tokens.
.claude/skills/ship-it/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.One ordered pipeline from "implementation done" to "PR open". The order is the point: each stage feeds the next, and running them out of order wastes the work of the ones before it.
1. commit get the work onto the branch, so nothing can be stranded
2. sync-branch rebase onto origin/main, so every later stage sees the real merge base
3. simplify quality cleanup, while the diff is still yours to reshape
4. prune prose comment + doc concision pass
5. evidence gate run the validators, cite the output
6. review the reviewer sees the final shape, not a draft
7. act on findings fix, then re-run the evidence for whatever moved
8. commit + push + PRStop at any stage that fails. A stage that cannot pass is a finding, not something to note and carry forward.
Run the commit skill on whatever is uncommitted. This comes first for a mechanical reason:
sync-branch refuses to rebase a dirty tree, so the pipeline cannot reach stage 2 from the state
it is normally invoked in — implementation finished, nothing committed yet.
If the work is already committed, skip straight to stage 2.
Run the sync-branch skill. A review against a stale merge base reviews code that will not merge.
Do not let it push here. Stages 3–7 will rewrite the branch again; publishing now would force-push twice and diverge anyone else's checkout for no reason. The push belongs to stage 8.
Reuse, simplification, efficiency, altitude. Quality only — this is not the bug hunt.
Host mapping: /simplify in Claude Code; otherwise review the diff yourself against those four
axes. Keep it to code you actually changed.
Apply the gauntlet in references/prose.md to every comment, doc and
message this branch adds or touches. The bar is asymmetric: deleting a real warning costs more
than leaving a mediocre comment, so keep anything you are unsure about and flag it.
No "done / fixed / passing / ready" claim without a fresh command run in the same response. Previous runs do not count — file and cluster state drift.
The claim-to-command table is in references/evidence.md. Identify
which claims this branch makes, run those commands now, and cite the output inline as numbers or
an exit code, never as prose.
Match effort to blast radius, not to diff size:
| Change | Effort |
|---|---|
| Single-file fix, version bump, doc edit | low |
| New manifest, chart values, claim | medium |
| New stack, composition pin, security or network policy | high |
| Anything touching PKI, IAM, or the OpenBao lineage | max |
Host mapping: /code-review <effort> in Claude Code. Elsewhere, dispatch a reviewer with
crafted context — the diff, the requirements, the base and head SHAs — never the session
history. The reviewer should evaluate the work product, not your reasoning about it.
Fix the real ones. Push back, with technical reasoning, on the ones that are wrong — a reviewer being confidently mistaken is common, and implementing a bad suggestion to seem agreeable is worse than arguing.
Check the reviewer's arithmetic before repeating it, and check your own. A number in a commit message or an ADR is a permanent claim; re-derive it from the source rather than from an earlier summary of it.
Any file you touch here re-enters stage 5. Re-run its evidence command.
Run the commit skill for everything stages 3–7 produced, then create-pr, which pushes. Both
already carry the repo's conventions; do not restate them here.
One line per stage, with the evidence:
committed 3 files
rebased 4 commits onto origin/main (a1b2c3d), not pushed
simplify: 2 changes
prune: 11 comments deleted, 1 flagged
validate-manifests.sh: exit 0, Invalid: 0, Skipped: 0
review (high): 3 findings, 2 fixed, 1 disputed
PR #1234© Smana, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (references) in .agents/skills/ship-it of Smana/cloud-native-ref.
Open the folder on GitHubat commit e5ee7e1
Ship It next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ship It this skillSmana/cloud-native-ref | 103 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Backend Code Reviewlangflow-ai/langflow | 156k | — | ~3.5k | Automated safety check: Notes | MIT | |
| Understand Diff AnalysisEgonex-AI/Understand-Anything | 86k | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Mole Bug Patternstw93/Mole | 70k | — | ~2k | Automated safety check: Pass | GPL-3.0 |
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
langflow-ai/langflow
Review backend code for quality, security, maintainability, and best practices based on established checklist rules.
Egonex-AI/Understand-Anything
Reads your git changes or a pull request against a prebuilt knowledge graph of the project to explain what changed, which components are affected and what is risky.
tw93/Mole
A catalog of recurring bug shapes in the Mole Mac cleaner, used to review safety-sensitive diffs for deletion safety, unbounded commands, shell traps and weak tests.
langgenius/dify
Reviews backend code under api/ for concrete, reproducible defects, routes to rule packs for architecture, schema, repositories and SQLAlchemy, and ranks findings from P0 to P3.
Smana/cloud-native-ref
Run pre-commit validation before committing. An agent skill from Smana/cloud-native-ref.
Smana/cloud-native-ref
Rebase the current branch onto the latest origin/main before pushing, reviewing, or opening a PR.
Smana/cloud-native-ref
Create or update a Pull Request with AI-generated description, mermaid diagram, file walkthrough, and automatic design-doc detection.
Smana/cloud-native-ref
Research patterns, ecosystem tools, and best practices before writing a design.
Smana/cloud-native-ref
Verify that a merged design's success criteria are actually met in the live cluster.
Categories
Take a finished branch through the full pre-merge pipeline in one pass — rebase onto origin/main, simplify, prune prose, run the repo's validators and cite their output, review the diff, act on…. Ship It is an agent skill from Smana/cloud-native-ref. Take a finished branch through the full pre-merge pipeline in one pass — rebase onto origin/main, simplify, prune prose, run the repo's validators and cite their output, review the diff, act on findings, then commit and open the PR.
Ship It fits situations like: the user says ship it; review and ship; implementation is complete and the next step is getting it reviewed and merged.
Run `npx skills add Smana/cloud-native-ref --skill ship-it -a claude-code`. Or copy the skill folder (.agents/skills/ship-it in Smana/cloud-native-ref) into .claude/skills/ship-it in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Smana/cloud-native-ref --skill ship-it -a codex`. Or copy the skill folder (.agents/skills/ship-it in Smana/cloud-native-ref) into .agents/skills/ship-it in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Smana/cloud-native-ref --skill ship-it -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ship-it, .gemini/skills/ship-it, .github/skills/ship-it and .opencode/skills/ship-it in your project.
SKILL.md names no scripts, command-line tools or credentials: Ship It is instructions for the agent only. Compatibility (from SKILL.md): Requires git, gh, and the repo's validation scripts.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Ship It is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.8k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Ship It: PR Babysitter (openinterpreter/openinterpreter, 69k stars), Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), Backend Code Review (langflow-ai/langflow, 156k stars) and Understand Diff Analysis (Egonex-AI/Understand-Anything, 86k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Smana (a GitHub user) maintains it in Smana/cloud-native-ref, which has 103 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on October 8, 2026.
Source: Smana/cloud-native-ref on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.