Exposed Bug Fix Workflow
JetBrains/Exposed
Takes a GitHub or YouTrack issue for the Exposed project through reproduction, a failing test, a fix, validation and a pull request.
Queue microsoft/apm pull requests labelled panel-review (or an explicit named list) and fan them out through an isolated pool (default 2) of autopilot-pr-review-worker sessions.
$ npx skills add microsoft/apm --skill autopilot-pr-review-scheduler -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install microsoft/apm autopilot-pr-review-scheduler --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/microsoft/apm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/autopilot-pr-review-scheduler .claude/skills/autopilot-pr-review-scheduler && 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 "autopilot-pr-review-scheduler" agent skill from https://github.com/microsoft/apm/tree/main/.agents/skills/autopilot-pr-review-scheduler into .claude/skills/autopilot-pr-review-scheduler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autopilot-pr-review-scheduler", 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/microsoft/apm/tree/main/.agents/skills/autopilot-pr-review-schedulerType 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 microsoft/apm --skill autopilot-pr-review-scheduler -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install microsoft/apm autopilot-pr-review-scheduler --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/apm.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/autopilot-pr-review-scheduler .agents/skills/autopilot-pr-review-scheduler && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "autopilot-pr-review-scheduler" agent skill from https://github.com/microsoft/apm/tree/main/.agents/skills/autopilot-pr-review-scheduler into .agents/skills/autopilot-pr-review-scheduler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autopilot-pr-review-scheduler", 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 microsoft/apm --skill autopilot-pr-review-scheduler -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install microsoft/apm autopilot-pr-review-scheduler --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/apm.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/autopilot-pr-review-scheduler .cursor/skills/autopilot-pr-review-scheduler && 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 "autopilot-pr-review-scheduler" agent skill from https://github.com/microsoft/apm/tree/main/.agents/skills/autopilot-pr-review-scheduler into .cursor/skills/autopilot-pr-review-scheduler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autopilot-pr-review-scheduler", 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/microsoft/apm.git --path .agents/skills/autopilot-pr-review-scheduler--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 microsoft/apm --skill autopilot-pr-review-scheduler -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install microsoft/apm autopilot-pr-review-scheduler --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/apm.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/autopilot-pr-review-scheduler .gemini/skills/autopilot-pr-review-scheduler && 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 "autopilot-pr-review-scheduler" agent skill from https://github.com/microsoft/apm/tree/main/.agents/skills/autopilot-pr-review-scheduler into .gemini/skills/autopilot-pr-review-scheduler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autopilot-pr-review-scheduler", 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 microsoft/apm autopilot-pr-review-schedulerInstalls 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 microsoft/apm --skill autopilot-pr-review-scheduler -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/microsoft/apm.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/autopilot-pr-review-scheduler .github/skills/autopilot-pr-review-scheduler && 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 "autopilot-pr-review-scheduler" agent skill from https://github.com/microsoft/apm/tree/main/.agents/skills/autopilot-pr-review-scheduler into .github/skills/autopilot-pr-review-scheduler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autopilot-pr-review-scheduler", 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 microsoft/apm --skill autopilot-pr-review-scheduler -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install microsoft/apm autopilot-pr-review-scheduler --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/apm.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/autopilot-pr-review-scheduler .opencode/skills/autopilot-pr-review-scheduler && 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 "autopilot-pr-review-scheduler" agent skill from https://github.com/microsoft/apm/tree/main/.agents/skills/autopilot-pr-review-scheduler into .opencode/skills/autopilot-pr-review-scheduler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autopilot-pr-review-scheduler", 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.
autopilot-pr-review-schedulerQueue microsoft/apm pull requests labelled panel-review (or an explicit named list) and fan them out through an isolated pool (default 2) of autopilot-pr-review-worker sessions.
Autopilot PR Review Scheduler is an agent skill from microsoft/apm, published by the product's own GitHub organization. Queue microsoft/apm pull requests labelled panel-review (or an explicit named list) and fan them out through an isolated pool (default 2) of autopilot-pr-review-worker sessions. Advisory only. Never implements. Never composes autopilot-pr-merge-worker. Never review every open PR. Works in a local session, Copilot App automation, Cloud Agent, Remote Agent, or Agentic Workflow. Does not triage issues or open greenfield PRs.
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including assets (for example `assets/fan-out-pool.md`).
It sits in Development, covering Pull requests and Issue triage. The repository describes itself as: Agent Package Manager. The licence is MIT.
8 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 280b8a7. 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.
Shell commands in SKILL.md call:
ghFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use gh, which can reach the network depending on how they are called.
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.
Autopilot PR Review Scheduler loads about 2.1k tokens when it runs. Until then it costs about 114 tokens; SKILL.md has 984 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 microsoft/apm at commit 280b8a7, republished under its MIT licence (© microsoft). 984 words, ~2,065 tokens.
.claude/skills/autopilot-pr-review-scheduler/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.User-facing PR REVIEW queue. This skill SELECTS pull requests and THROTTLES fan-out. It does not triage issues, does not implement, and does not open greenfield PRs.
Compose autopilot-pr-review-worker
one PR per slot (INVOCATION_MODE=session-review,
panel-mode: full for a first advisory). Never compose
autopilot-pr-merge-worker. Drive-to-merge is a different skill.
Never borrow slots from autopilot-issue-triage-scheduler,
autopilot-issue-delivery-scheduler, or
autopilot-pr-triage-scheduler.
activation_card: on. Before any queue read or spawn, emit
this Enter card with every field filled. Missing field -> stop.
skill: autopilot-pr-review-scheduler
skill_path: <resolved directory of this SKILL.md>
mode: run
subject: microsoft/apm
path: review
intent: select accepted review PRs and fan out review workers
origin: unattended | actor-session
write: off
repo: microsoft/apm
fanout_limit: <positive integer>
invocation: agentic-workflow | actor-sessionRules:
write is always off. This scheduler never comments,
labels, assigns, or requests reviewers.write: on -> stop.origin fail-closed unknown -> unattended.invocation is the harness. Copilot App, local session, Cloud
Agent, and Remote Agent are actor-session. agentic-workflow
is only gh-aw / GitHub Actions. Do not copy origin into
invocation.autopilot-pr-merge-worker.After the run, emit this Exit receipt:
skill: autopilot-pr-review-scheduler
subject: microsoft/apm
path: review
write: off
queued: <integer>
spawned: <integer>
approved: n/aWorks in local sessions, Copilot App automations, Cloud Agent, Remote Agent, and Agentic Workflows.
Resolve ORIGIN before spawning slots so each reviewing session can apply ownership writes. This scheduler never comments, labels, assigns, or requests reviewers.
unattended -- slots never assign, never request reviewers.actor-session -- autopilot-pr-review-worker requests @me
as a supplemental reviewer. Never assign the PR. Skip only on
self-review-red-flag (operator is the PR author).Ownership writes:
panel-review is the only request trigger. It matches
.github/workflows/pr-review-panel.md. It is not a human decision
label. Re-apply it (remove + add) for a fresh review after the
panel clears it.
status/accepted on the PR is a sweep source, not a request
trigger. A maintainer already accepted that PR. Union it with
the panel-review list. Do not treat status/accepted on a
linked issue as a sweep source (that would require listing every
open PR).
No accepted, no review. After building the union, drop any PR
that is not status/accepted on the PR or a same-repo linked
issue. Do not spawn it. Do not comment. Do not remove labels.
The review-worker, if already invoked, also stops with no
comment and may clear panel-review.
Modes:
panel-review.queue-open / no names: open PRs that currently have
panel-review or status/accepted on the PR.Never list all open PRs. Never fall back to an unfiltered
gh pr list --state open. Empty label queue -> empty table, stop.
Default (authenticated gh):
gh pr list --state open --label panel-review --json number,title,isDraft,labels,updatedAt
gh pr list --state open --label status/accepted --json number,title,isDraft,labels,updatedAtDeduplicate by number. Skip drafts unless the caller named them. Label sweep: oldest first, cap 10. Named list is not capped.
Do not invent a second trigger label.
Before any spawn, for each candidate PR (named list,
panel-review sweep, or status/accepted on the PR). This
gate does not bypass status/accepted. Named list and
panel-review do not bypass this gate.
reviewRequests
(users and teams). If empty, use CODEOWNERS for the changed
paths. If still empty, skip this gate.CODEOWNERS last comment conditions unmet.CODEOWNERS last comment conditions unclear.Before any spawn, emit the keep-set and the drop-set in plan.md
and in the session report. Missing table, missing column, or blank
rationale -> stop. Do not spawn.
Keep-set (items this run will schedule). One row per item. Do not truncate to FANOUT_LIMIT:
| number | kind | labels | rationale | slot |
Drop-set (considered, then not scheduled). slot is -:
| number | kind | labels | rationale | slot |
kind: issue or prlabels: current GitHub labels, comma-separated; none if emptyrationale: why queued or dropped (helper rule and labels)slot: 1-based spawn order, or - when droppedEmpty keep-set is success. Still emit the drop-set, or none.
You are the sole table writer. Name missing panel-review,
missing status/accepted, or a CODEOWNERS last-comment drop
in rationale.
Load assets/fan-out-pool.md. Default
FANOUT_LIMIT=2 concurrent slots. Isolated to this run.
FANOUT_LIMIT is concurrency, not queue length. Drain the full
selected list; when a slot returns, fill it with the next item.
reviewRequests.
Pass panel-mode: full on the worker activation card (first
advisory). The worker may still lean or add ad-hoc personas.panel-review, status/accepted on
the PR, or a named list only.autopilot-pr-merge-worker.© microsoft, MIT. 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 1 other file (assets) in .agents/skills/autopilot-pr-review-scheduler of microsoft/apm.
Open the folder on GitHubat commit 280b8a7
Autopilot PR Review Scheduler 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 |
|---|---|---|---|---|---|---|
| Autopilot PR Review Scheduler this skillmicrosoft/apm | 4k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Exposed Bug Fix WorkflowJetBrains/Exposed | 9.3k | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | |
| Pre-Release PR Triagejamiepine/voicebox | 57k | — | ~3.1k | Automated safety check: Pass | MIT | |
| Review Triage Phaseprisma/orm | 48k | — | ~995 | Automated safety check: Pass | Apache-2.0 | |
| Pre-Ship Review and Triagetw93/Waza | 7.2k | — | ~6.9k | Automated safety check: Pass | MIT | |
| Skills CLI PR Labelingvercel-labs/skills | 34k | — | ~310 | Automated safety check: Pass | MIT |
JetBrains/Exposed
Takes a GitHub or YouTrack issue for the Exposed project through reproduction, a failing test, a fix, validation and a pull request.
jamiepine/voicebox
Sorts a backlog of open pull requests into must-merge, candidate, superseded and deferred, writes a triage doc and works the merge loop before a release.
prisma/orm
Runs the triage step of the review-framework loop: reads fetched PR review state, builds `review-actions.json`, validates it and renders `review-actions.md`.
tw93/Waza
Reviews diffs and pull requests, triages issues, and checks release readiness, reporting findings with evidence and making no edits unless authorized.
vercel-labs/skills
Labels a pull request in the skills CLI repo as bug, documentation or enhancement based on its description and patch, leaving existing labels untouched.
Q00/ouroboros
Triages and works through GitHub issues and pull requests in the Q00/ouroboros repo as a maintainer, within a stated review boundary and clear limits on what it may change.
microsoft/apm
A skill your agent uses to cut an APM release from the current worktree: assess whether the cycle since the last tag warrants a patch or minor bump (semver discipline against the…
microsoft/apm
A skill your agent uses to run a holistic regrounding pass on the entire microsoft/apm documentation corpus against current source code, page-by-page, and emit surgical fixes for stale claims.
microsoft/apm
A skill your agent uses to verify CLAIM-LEVEL grounding of a documentation page (or set of pages) against the source code.
microsoft/apm
A skill your agent uses to write the PR description (PR body) for any pull request opened against microsoft/apm.
microsoft/apm
A skill your agent uses to implement ONE microsoft/apm issue already selected by autopilot-issue-delivery-scheduler.
microsoft/apm
Drive ONE already selected open pull request in microsoft/apm to mergeable.
Categories
Queue microsoft/apm pull requests labelled panel-review (or an explicit named list) and fan them out through an isolated pool (default 2) of autopilot-pr-review-worker sessions. Autopilot PR Review Scheduler is an agent skill from microsoft/apm, published by the product's own GitHub organization. Queue microsoft/apm pull requests labelled panel-review (or an explicit named list) and fan them out through an isolated pool (default 2) of autopilot-pr-review-worker sessions.
Autopilot PR Review Scheduler fits situations like: tasks that involve Pull requests; tasks that involve Issue triage.
Run `npx skills add microsoft/apm --skill autopilot-pr-review-scheduler -a claude-code`. Or copy the skill folder (.agents/skills/autopilot-pr-review-scheduler in microsoft/apm) into .claude/skills/autopilot-pr-review-scheduler in your project. Claude Code loads it when a task matches its description.
Run `npx skills add microsoft/apm --skill autopilot-pr-review-scheduler -a codex`. Or copy the skill folder (.agents/skills/autopilot-pr-review-scheduler in microsoft/apm) into .agents/skills/autopilot-pr-review-scheduler 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 microsoft/apm --skill autopilot-pr-review-scheduler -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/autopilot-pr-review-scheduler, .gemini/skills/autopilot-pr-review-scheduler, .github/skills/autopilot-pr-review-scheduler and .opencode/skills/autopilot-pr-review-scheduler in your project.
Going by SKILL.md and its folder, Autopilot PR Review Scheduler needs the command-line tools its instructions call (gh).
SKILL.md contains no URLs. Its commands use gh, which can reach the network depending on how they are called. 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.
Autopilot PR Review Scheduler is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.1k tokens (SKILL.md is roughly 8.3k 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 Autopilot PR Review Scheduler: Exposed Bug Fix Workflow (JetBrains/Exposed, 9.3k stars), Pre-Release PR Triage (jamiepine/voicebox, 57k stars), Review Triage Phase (prisma/orm, 48k stars) and Pre-Ship Review and Triage (tw93/Waza, 7.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
microsoft (a GitHub organization, an official publisher) maintains it in microsoft/apm, which has 3,988 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on October 9, 2026.
Source: microsoft/apm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.