Mariadb Operator PR Review
mariadb-operator/mariadb-operator
Perform a structured maintainer-style PR review for the mariadb-operator repository.
Reviews pull requests in this repository for the defect classes a mechanical checklist misses: documentation that outlived the code it describes, reaction and retry state that leaks or clobbers a…
$ npx skills add sortie-ai/sortie --skill code-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sortie-ai/sortie code-review --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/sortie-ai/sortie.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/code-review .claude/skills/code-review && 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 "code-review" agent skill from https://github.com/sortie-ai/sortie/tree/main/.github/skills/code-review into .claude/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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/sortie-ai/sortie/tree/main/.github/skills/code-reviewType 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 sortie-ai/sortie --skill code-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sortie-ai/sortie code-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sortie-ai/sortie.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/code-review .agents/skills/code-review && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "code-review" agent skill from https://github.com/sortie-ai/sortie/tree/main/.github/skills/code-review into .agents/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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 sortie-ai/sortie --skill code-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sortie-ai/sortie code-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sortie-ai/sortie.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/code-review .cursor/skills/code-review && 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 "code-review" agent skill from https://github.com/sortie-ai/sortie/tree/main/.github/skills/code-review into .cursor/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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/sortie-ai/sortie.git --path .github/skills/code-review--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 sortie-ai/sortie --skill code-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sortie-ai/sortie code-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sortie-ai/sortie.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/code-review .gemini/skills/code-review && 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 "code-review" agent skill from https://github.com/sortie-ai/sortie/tree/main/.github/skills/code-review into .gemini/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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 sortie-ai/sortie code-reviewInstalls 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 sortie-ai/sortie --skill code-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sortie-ai/sortie.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/code-review .github/skills/code-review && 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 "code-review" agent skill from https://github.com/sortie-ai/sortie/tree/main/.github/skills/code-review into .github/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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 sortie-ai/sortie --skill code-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sortie-ai/sortie code-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sortie-ai/sortie.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/code-review .opencode/skills/code-review && 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 "code-review" agent skill from https://github.com/sortie-ai/sortie/tree/main/.github/skills/code-review into .opencode/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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.
code-reviewReviews pull requests in this repository for the defect classes a mechanical checklist misses: documentation that outlived the code it describes, reaction and retry state that leaks or clobbers a…
Code Review is an agent skill from sortie-ai/sortie. Reviews pull requests in this repository for the defect classes a mechanical checklist misses: documentation that outlived the code it describes, reaction and retry state that leaks or clobbers a sibling, contract widenings that leave test doubles silently asserting nothing, kind-keyed maps missing a new entry, configuration literals that mean opposite things in adjacent blocks, error-taxonomy routing gaps, and wire assumptions that break on pagination. Use on every pull request review in addition to the coding…
Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Pull requests, Unit testing and Code quality. It works with GitHub and Jira. The repository describes itself as: Turn tracker tickets into autonomous agent sessions. The licence is MIT.
Read from SKILL.md and the folder at commit 37e601f. 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.
Code Review loads about 2.9k tokens when it runs. Until then it costs about 182 tokens; SKILL.md has 1,673 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 sortie-ai/sortie at commit 37e601f, republished under its MIT licence (© sortie-ai). 1,673 words, ~2,902 tokens.
.claude/skills/code-review/SKILL.md (or your agent's skills folder)..github/copilot-instructions.md covers the mechanical checks: layering, concurrency, path containment, SQLite rules, error wrapping, resource lifecycle, adapter boundaries, style. Do not repeat them. This skill covers what those checks cannot see: defects that are locally correct and globally wrong.
Two rules govern every finding.
Verify before flagging. Open the file and read the line. A finding that cites a line that says something else costs the maintainer more than silence. State the evidence inline: file, symbol, and what it actually does.
One grounded finding beats five speculative ones. Uncertain findings are noise. If a check below needs a fact you cannot establish from the diff plus the files it touches, say what you could not verify instead of guessing.
.github/pull_request_template.md makes the author declare Intent, Sensitive Areas, Breaking Changes, and Migrations. Treat each as a claim to audit, not as context to absorb.
internal/persistence/sql/ and any new column read.The specification under docs/architecture/ is the contract implementation follows, so drift is a defect, not a nicety. For any behavior change, find the section that describes that behavior and confirm the PR updates it.
### Fixed), never the enclosing ## [x.y.z] heading, so a bullet inserted into an already-released section reviews as clean. Resolve each added hunk's line number to the nearest preceding ## [ heading and require [Unreleased], then check the bullet appends to the bottom of its category and wraps to its neighbours' width.docs/decisions/ records what was decided and why. Do not propose adding issue numbers, section numbers, or line numbers to one; do not re-litigate a decision recorded there. If the code contradicts an accepted record, that is the finding.State lives in maps keyed by issue and reaction kind, mutated across passes that run in a fixed order each tick. Locally correct edits break neighbors.
ScheduleRetry cancels any queued retry for that issue first. Any pass that schedules a retry discards whatever another kind had queued, along with its continuation context. When a diff adds or moves a ScheduleRetry call, ask what it displaces and whether the victim can re-detect its own work.state.Claimed, state.ReactionAttempts, and state.PendingReactions have independent lifetimes. A change that releases one is not evidence the others are released.GET against a route that paginates silently truncates at the page size. Any new list read needs the pagination walk, and the review question is what the route's default page size is.SORTIE_* variable to one config field and replaces the YAML value. $VAR indirection is a workflow-authored reference expanded at load. A change to one is not a change to the other, and documentation that credits the wrong one is a finding.sortie validate performs config-shape checks without network access. Credential, project, and state resolution happen when the adapter is constructed. A check placed in the wrong layer either fails offline or never runs._ms here. A field measured in another unit needs a stated reason, because the reader will assume milliseconds.SORTIE_<ADAPTER>_TEST=1 they must skip, never fail.Help text, warnings, and report output are read by operators who never see the schema. A message naming a table, a column, or a code path is a finding. Configuration keys the operator writes are fine.
docs/decisions/. Disagreeing with an accepted record is not a review comment.Use the ladder at the end of .github/copilot-instructions.md. Two additions specific to this skill: documentation that states a guarantee the code does not provide is Major, not Minor, because the next implementer builds on it; a leaked or clobbered state entry is Major even when no test fails, because its symptom is a workflow that never completes.
© sortie-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .github/skills/code-review of sortie-ai/sortie.
Open the folder on GitHubat commit 37e601f
Code Review 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 |
|---|---|---|---|---|---|---|
| Code Review this skillsortie-ai/sortie | 196 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Mariadb Operator PR Reviewmariadb-operator/mariadb-operator | 1k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| GitHub Swarm Code Reviewruvnet/agentic-flow | 816 | 6 repos | ~6.5k | Automated safety check: Pass | None | |
| Reviewing Changesbitwarden/ios | 694 | — | ~1.1k | Automated safety check: Pass | GPL-3.0 | |
| Dotnet Copfmflurry/settings-opencode | 171 | — | ~2k | Automated safety check: Pass | MIT | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 |
mariadb-operator/mariadb-operator
Perform a structured maintainer-style PR review for the mariadb-operator repository.
ruvnet/agentic-flow
Reviews GitHub pull requests with a swarm of specialized agents covering security, performance, architecture, style and accessibility, driven by the gh CLI and ruv-swarm.
bitwarden/ios
Performs comprehensive code reviews for Bitwarden iOS projects, verifying architecture compliance, style guidelines, compilation safety, test coverage, and security requirements.
fmflurry/settings-opencode
Pre-merge code review for .NET 10 pull requests. An agent skill from fmflurry/settings-opencode.
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
woocommerce/woocommerce
Reviews WooCommerce code changes against the project's standards, flagging backend PHP architecture, naming, documentation, data integrity and testing violations.
Categories
Reviews pull requests in this repository for the defect classes a mechanical checklist misses: documentation that outlived the code it describes, reaction and retry state that leaks or clobbers a…. Code Review is an agent skill from sortie-ai/sortie. Reviews pull requests in this repository for the defect classes a mechanical checklist misses: documentation that outlived the code it describes, reaction and retry state that leaks or clobbers a sibling, contract widenings that leave test doubles silently asserting nothing, kind-keyed maps missing a new entry, configuration literals that mean opposite things in adjacent blocks, error-taxonomy routing gaps, and wire assumptions that break on pagination.
Code Review fits situations like: tasks that involve Pull requests; tasks that involve Unit testing; tasks that involve Code quality.
Run `npx skills add sortie-ai/sortie --skill code-review -a claude-code`. Or copy the skill folder (.github/skills/code-review in sortie-ai/sortie) into .claude/skills/code-review in your project. Claude Code loads it when a task matches its description.
Run `npx skills add sortie-ai/sortie --skill code-review -a codex`. Or copy the skill folder (.github/skills/code-review in sortie-ai/sortie) into .agents/skills/code-review 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 sortie-ai/sortie --skill code-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/code-review, .gemini/skills/code-review, .github/skills/code-review and .opencode/skills/code-review in your project.
SKILL.md names no scripts, command-line tools or credentials: Code Review is instructions for the agent only.
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.
Code Review is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.9k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Code Review: Mariadb Operator PR Review (mariadb-operator/mariadb-operator, 1k stars), GitHub Swarm Code Review (ruvnet/agentic-flow, 816 stars), Reviewing Changes (bitwarden/ios, 694 stars) and Dotnet Cop (fmflurry/settings-opencode, 171 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
sortie-ai (a GitHub organization) maintains it in sortie-ai/sortie, which has 196 GitHub stars. The repository was last updated on October 6, 2026.
Source: sortie-ai/sortie on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.