Copilot PR Autopilot
Drive any GitHub pull request through repeated rounds of Copilot code
review until the agent has done its job — every Copilot finding has
a reply from the agent (fix-acknowledgement, decline-with-rationale,
or explicit escalate-to-user hand-off). Remaining open threads, if
any, are deliberate hand-offs to the human merge owner — they're
not loop failures. Repository-agnostic — works on any repo that has
Copilot Code Review enabled, run from a machine with gh CLI
installed and authenticated (see Prerequisites).
When to Use This Skill
- The user asks to "request Copilot review" or "run a Copilot review loop"
on a PR.
- A PR is functionally complete and the user wants a final correctness pass
via repeated automated review rounds.
- A previous Copilot review on the PR has left open threads that need
triage, fixing, replying, and resolving.
When NOT to Use This Skill
- The PR is still under active design — wait until the structure is stable;
otherwise findings churn round-over-round.
- The user wants human reviewer feedback, not Copilot's.
Prerequisites
gh CLI installed and authenticated against the target repository.
- PowerShell on PATH — Windows PowerShell 5.1+ (
powershell.exe) or
PowerShell 7+ (pwsh). Both are tested.
- Copilot Code Review is the primary use case (
01-request-review.ps1
uses GraphQL requestReviewsByLogin to trigger Copilot). It is
NOT a hard requirement — if 01-request-review.ps1 fails
because Copilot isn't enabled on the repo / account, the agent can
still drive existing review threads (human, advanced-security, etc.)
to completion by running steps 3–8 once as a single iteration; just
skip the trigger + wait. There is no auto-detect for "Copilot
unavailable" — the agent makes that decision after the trigger
fails (the script can't reliably tell "Copilot disabled" from
"Copilot enabled but not yet triggered" from API state alone).
Permissions: who can run the full loop
The full multi-round autopilot (steps 1 → 9 → 1) needs Triage or Write permission on the target repo, because GitHub's only public API for adding the Copilot bot as a reviewer (requestReviewsByLogin) is gated on that permission. Verified against the public REST + GraphQL surface in this PR's commit history — there is no public-API path for bot reviewers without write permission.
| You are… |
What works |
| Repo collaborator with Triage / Write |
Full loop: 01 triggers Copilot, 02 waits, 04–08 triage / fix / reply, loop back to 01. Hands-off. |
| External PR author (no write permission) |
01 will throw a clear actionable error. Use -SingleIteration mode: address all current findings in one pass, then either click the UI 🔄 next to Copilot, or push a substantive commit (the synchronize event auto-triggers Copilot on most repos). Then re-run 02 to verify. |
In single-iteration mode the loop's convergence boolean is Converged: true iff OpenThreadsAwaitingReply == 0 (the agent's side is done). The maintainer-side re-trigger then drives any additional rounds.
Every script dot-sources scripts/_lib.ps1 which
runs Assert-GhReady on load: if gh is missing OR gh auth status
fails, the script halts before any work with a single actionable
error message naming the install command and gh auth login. The
agent should surface that message to the user verbatim and stop the
loop — do not retry or work around it.
Step-by-Step Workflow
The loop: steps 1 → 2 → 3 → 4 → 5 → 6 → 7 → 8 → 9, then back to step 1 if Converged: false. Repeat the 1→9 round until step 9 returns Converged: true; only then run step 10 once and call task_complete. At every 10th round, the parent runs the round-cap recap gate before looping back — recap all prior rounds and stop if the loop has drifted out of the PR's original scope.
Each round runs steps 1–9; step 10 is a one-time cleanup after convergence. The parent agent coordinates; every sub-agent step runs in a fresh context with a bounded budget. Cross-cutting protocol (time-boxing, extension, single-iteration fallback): orchestration.md.
- Request review (parent) — see 01-request-review.md
- Wait for review (sub-agent, 20-min cap) — see 02-wait.md
- List + categorize open threads (sub-agent, 5 min) — see 03-list-threads.md
- Triage (sub-agent, 5 min per ≤5 threads) — see 04-triage.md
- Fix (sub-agents, parallel max 5, 5 min each) — see 05-fix.md
- Build + test per repo conventions (sub-agent, 10 min) — see 06-build-test.md
- Commit + push (parent) — see 07-commit-push.md
- Reply (always) + resolve (conditional) (sub-agent drafts, parent posts) — see 08-reply-resolve.md
- Convergence verify (sub-agent, 3 min) — see 09-convergence.md
Converged: false → loop back to step 1 for another round (re-trigger, wait, list, triage, fix, push, reply, re-check). Each round addresses Copilot's findings on the previous round's HEAD; the loop terminates as soon as Copilot has nothing new to say AND every open thread has a reply from the agent.
Converged: true → exit the loop, run step 10 once, call task_complete with the proof.
- Every 10th round (10, 20, 30…) → run the round-cap recap gate before looping back. Recap ALL prior rounds against the PR's original scope and pick a verdict: CONTINUE, REVERT-AND-SHIP (drop drifted commits, ship the in-scope ones), or HAND-OFF (escalate to the user). This is the circuit breaker that stops a runaway bot-review loop.
- Cleanup outdated (parent, post-convergence, once) — see 10-cleanup.md
Convergence is computed by scripts/02-check-review-status.ps1 as a single Converged: true boolean. Do not call task_complete until it returns true; print the proof (HeadOid, LatestCopilotReview.commitOid, submittedAt) in the completion message.
Gotchas
The bundled scripts enforce the hard correctness invariants (trigger landing via copilot_work_started event id, Converged requiring HEAD-match + zero-awaiting + at-HEAD review, single-iteration fallback semantics, PR-state guard). Trust them — don't re-derive. The notes below cover decisions the scripts can't make for you:
- Reply to every open thread; resolve only when the loop owns the disposition. For
fix and decline threads, reply + resolve. For escalate-to-user threads, reply with the analysis but leave the thread OPEN (08-reply-and-resolve.ps1 -NoResolve) so the human merge owner can act on it. See 08-reply-resolve.md.
- Copilot threads are loop-owned; human / advanced-security / other-bot threads default to
escalate-to-user. Auto-resolving a human review thread can hide unaddressed concerns. See 04-triage.md for the rubric.
- One focused commit per round, not one per PR. Bundling rounds destroys the audit trail of which finding drove which change and breaks
git bisect. See 07-commit-push.md.
- Build/test/lint with the repo's own commands (per its
CONTRIBUTING / AGENTS / README / package.json / Makefile) before pushing a fix. Discovery procedure: 06-build-test.md.
- Push back with written rationale when a Copilot finding would over-engineer the design for a hypothetical edge case. Auto-accepting every suggestion erodes the design — see the
decline path in 04-triage.md.
- Scripting traps (
gh api graphql -F type-coercion, git stash push -m positional parsing, the three GraphQL traps for the reviewer mutation) are documented in references/api-quirks.md. Read before modifying any script.
Troubleshooting
| Issue |
Solution |
Script throws prerequisite missing — gh CLI is not on PATH |
Install gh (winget install GitHub.cli on Windows; brew install gh on macOS; package manager on Linux; or download from https://cli.github.com). Then gh auth login. Surface the message to the user and STOP the loop — do not retry. |
Script throws prerequisite missing — gh CLI is not authenticated |
Run gh auth login. STOP the loop until the user completes auth. |
Trigger fails or no copilot_work_started event lands |
Push a substantive (non-whitespace) commit — auto-assign on synchronize is the most reliable trigger. Persistent failure indicates Copilot Code Review may not be enabled on the repo / account (check repo Settings → Code & automation → Copilot, or account-level Copilot Pro/Pro+). |
| No new review after waiting ~10 min |
Quiet-period after recent dismissal or trivial-diff suppression. Push a substantive commit and retry. Do not blindly re-run 01-request-review.ps1 — it reports InFlight while Copilot is still a requested reviewer. |
| Outdated-but-unresolved threads in the open list |
Expected: unresolved state is the source of truth. Reply + resolve them like any other open thread. 10-cleanup-outdated.ps1 is only a final safety net. |
| Unsure whether to fix or decline a finding |
See references/04-triage.md. |
| Need a reply phrasing for "fixed", "declined", or "drift" |
See the templates under templates/ — reply-fix.md, reply-decline.md, reply-drift.md, reply-partial.md. |
References
- references/orchestration.md —
cross-cutting loop control: time-boxing & extension protocol,
sub-agent delegation map, single-iteration fallback, and loop-wide
notes.
- Per-step contracts (one
NN-*.md per step):
references/01-request-review.md (parent),
references/02-wait.md,
references/03-list-threads.md,
references/04-triage.md (includes the
fix-vs-decline rubric),
references/05-fix.md,
references/06-build-test.md,
references/07-commit-push.md (parent),
references/08-reply-resolve.md,
references/09-convergence.md (includes
the round-cap recap gate),
references/10-cleanup.md (parent).
- references/api-quirks.md — verified
GitHub API behavior, dead-ends, and the GraphQL traps for the
reviewer mutation.
- Templates (one per reply type):
templates/reply-fix.md — accepted-fix
pattern; templates/reply-decline.md —
declined-with-rationale pattern;
templates/reply-drift.md —
PR-description / comment / test-plan drift acknowledgement;
templates/reply-partial.md —
partial fix with deferred follow-up. Cross-cutting reply guidance
and anti-patterns live in
references/08-reply-resolve.md.
- scripts/_lib.ps1 — shared helpers (
Invoke-Gh,
Invoke-GhGraphQL, Resolve-RepoCoords); dot-sourced by every
script.
- scripts/01-request-review.ps1 —
trigger Copilot review and verify pickup via the
copilot_work_started event.
- scripts/02-check-review-status.ps1 —
single-shot snapshot of the PR's Copilot review state; emits
Converged: true only when all three conditions hold.
- scripts/03-list-open-threads.ps1 —
every unresolved PR review thread from all reviewers (Copilot,
humans, github-advanced-security, etc.).
- scripts/08-reply-and-resolve.ps1 —
post a reply and resolve in one call.
- scripts/10-cleanup-outdated.ps1 —
safety net for outdated Copilot threads.
Source: github/awesome-copilot → skills/copilot-pr-autopilot/SKILL.md
1---2name: copilot-pr-autopilot3description: Copilot left 14 review comments on your PR — half are nits. Hours of fix → reply → resolve → re-request, and each round lands MORE comments. This skill runs loop engineering: auto-triggers Copilot Code Review via GraphQL (no @copilot mention), triages every open thread (Copilot, humans, advanced-security) with a fix / decline / escalate rubric, dispatches parallel fix sub-agents that obey the repo build/test/lint conventions, commits per iteration, replies+resolves citing the pushed SHA, then re-triggers until HEAD is reviewed with zero threads awaiting the agent''s reply (remaining open threads are explicit hand-offs to the human — escalated declines, design tradeoffs). You merge a clean PR; the bot runs it. Trigger phrases: "address copilot comments", "run a copilot review loop", "fix this PR", "iterate on copilot feedback". Repo-agnostic, gh CLI + PowerShell. Full autopilot needs...4---5# Copilot PR Autopilot67Drive any GitHub pull request through repeated rounds of Copilot code8review until the agent has done its job — every Copilot finding has9a reply from the agent (fix-acknowledgement, decline-with-rationale,10or explicit escalate-to-user hand-off). Remaining open threads, if11any, are deliberate hand-offs to the human merge owner — they're12not loop failures. Repository-agnostic — works on any repo that has13Copilot Code Review enabled, run from a machine with `gh` CLI14installed and authenticated (see Prerequisites).1516## When to Use This Skill1718- The user asks to "request Copilot review" or "run a Copilot review loop"19 on a PR.20- A PR is functionally complete and the user wants a final correctness pass21 via repeated automated review rounds.22- A previous Copilot review on the PR has left open threads that need23 triage, fixing, replying, and resolving.2425## When NOT to Use This Skill2627- The PR is still under active design — wait until the structure is stable;28 otherwise findings churn round-over-round.29- The user wants human reviewer feedback, not Copilot's.3031## Prerequisites3233- `gh` CLI installed and authenticated against the target repository.34- PowerShell on PATH — Windows PowerShell 5.1+ (`powershell.exe`) or35 PowerShell 7+ (`pwsh`). Both are tested.36- Copilot Code Review is the primary use case (`01-request-review.ps1`37 uses GraphQL `requestReviewsByLogin` to trigger Copilot). It is38 **NOT a hard requirement** — if `01-request-review.ps1` fails39 because Copilot isn't enabled on the repo / account, the agent can40 still drive existing review threads (human, advanced-security, etc.)41 to completion by running steps 3–8 once as a single iteration; just42 skip the trigger + wait. There is no auto-detect for "Copilot43 unavailable" — the agent makes that decision after the trigger44 fails (the script can't reliably tell "Copilot disabled" from45 "Copilot enabled but not yet triggered" from API state alone).4647### Permissions: who can run the full loop4849The full multi-round autopilot (steps 1 → 9 → 1) needs **Triage or Write** permission on the target repo, because GitHub's only public API for adding the Copilot bot as a reviewer (`requestReviewsByLogin`) is gated on that permission. Verified against the public REST + GraphQL surface in this PR's commit history — there is no public-API path for bot reviewers without write permission.5051| You are… | What works |52|---|---|53| **Repo collaborator with Triage / Write** | Full loop: `01` triggers Copilot, `02` waits, `04`–`08` triage / fix / reply, loop back to `01`. Hands-off. |54| **External PR author (no write permission)** | `01` will throw a clear actionable error. Use `-SingleIteration` mode: address all current findings in one pass, then either click the UI 🔄 next to Copilot, **or** push a substantive commit (the `synchronize` event auto-triggers Copilot on most repos). Then re-run `02` to verify. |5556In single-iteration mode the loop's convergence boolean is `Converged: true` iff `OpenThreadsAwaitingReply == 0` (the agent's side is done). The maintainer-side re-trigger then drives any additional rounds.5758Every script dot-sources [scripts/_lib.ps1](scripts/_lib.ps1) which59runs `Assert-GhReady` on load: if `gh` is missing OR `gh auth status`60fails, the script halts **before any work** with a single actionable61error message naming the install command and `gh auth login`. The62agent should surface that message to the user verbatim and stop the63loop — do not retry or work around it.6465## Step-by-Step Workflow6667> **The loop:** steps 1 → 2 → 3 → 4 → 5 → 6 → 7 → 8 → 9, then **back to step 1** if `Converged: false`. Repeat the 1→9 round until step 9 returns `Converged: true`; only then run step 10 once and call `task_complete`. **At every 10th round, the parent runs the [round-cap recap gate](references/09-convergence.md#round-cap--recap-gate-circuit-breaker) before looping back** — recap all prior rounds and stop if the loop has drifted out of the PR's original scope.6869Each round runs steps 1–9; step 10 is a one-time cleanup after convergence. The parent agent coordinates; every sub-agent step runs in a fresh context with a bounded budget. Cross-cutting protocol (time-boxing, extension, single-iteration fallback): [orchestration.md](references/orchestration.md).70711. **Request review** _(parent)_ — see [01-request-review.md](references/01-request-review.md)722. **Wait for review** _(sub-agent, 20-min cap)_ — see [02-wait.md](references/02-wait.md)733. **List + categorize open threads** _(sub-agent, 5 min)_ — see [03-list-threads.md](references/03-list-threads.md)744. **Triage** _(sub-agent, 5 min per ≤5 threads)_ — see [04-triage.md](references/04-triage.md)755. **Fix** _(sub-agents, parallel max 5, 5 min each)_ — see [05-fix.md](references/05-fix.md)766. **Build + test per repo conventions** _(sub-agent, 10 min)_ — see [06-build-test.md](references/06-build-test.md)777. **Commit + push** _(parent)_ — see [07-commit-push.md](references/07-commit-push.md)788. **Reply (always) + resolve (conditional)** _(sub-agent drafts, parent posts)_ — see [08-reply-resolve.md](references/08-reply-resolve.md)799. **Convergence verify** _(sub-agent, 3 min)_ — see [09-convergence.md](references/09-convergence.md)80 - **`Converged: false` → loop back to step 1** for another round (re-trigger, wait, list, triage, fix, push, reply, re-check). Each round addresses Copilot's findings on the previous round's HEAD; the loop terminates as soon as Copilot has nothing new to say AND every open thread has a reply from the agent.81 - **`Converged: true` → exit the loop**, run step 10 once, call `task_complete` with the proof.82 - **Every 10th round (10, 20, 30…) → run the [round-cap recap gate](references/09-convergence.md#round-cap--recap-gate-circuit-breaker) before looping back.** Recap ALL prior rounds against the PR's original scope and pick a verdict: **CONTINUE**, **REVERT-AND-SHIP** (drop drifted commits, ship the in-scope ones), or **HAND-OFF** (escalate to the user). This is the circuit breaker that stops a runaway bot-review loop.8310. **Cleanup outdated** _(parent, post-convergence, once)_ — see [10-cleanup.md](references/10-cleanup.md)8485Convergence is computed by [scripts/02-check-review-status.ps1](scripts/02-check-review-status.ps1) as a single `Converged: true` boolean. Do **not** call `task_complete` until it returns true; print the proof (`HeadOid`, `LatestCopilotReview.commitOid`, `submittedAt`) in the completion message.8687## Gotchas8889The bundled scripts enforce the hard correctness invariants (trigger landing via `copilot_work_started` event id, `Converged` requiring HEAD-match + zero-awaiting + at-HEAD review, single-iteration fallback semantics, PR-state guard). Trust them — don't re-derive. The notes below cover decisions the scripts can't make for you:9091- **Reply to every open thread; resolve only when the loop owns the disposition.** For `fix` and `decline` threads, reply + resolve. For `escalate-to-user` threads, reply with the analysis but leave the thread OPEN (`08-reply-and-resolve.ps1 -NoResolve`) so the human merge owner can act on it. See [08-reply-resolve.md](references/08-reply-resolve.md).92- **Copilot threads are loop-owned; human / advanced-security / other-bot threads default to `escalate-to-user`.** Auto-resolving a human review thread can hide unaddressed concerns. See [04-triage.md](references/04-triage.md) for the rubric.93- **One focused commit per round, not one per PR.** Bundling rounds destroys the audit trail of which finding drove which change and breaks `git bisect`. See [07-commit-push.md](references/07-commit-push.md).94- **Build/test/lint with the repo's own commands** (per its `CONTRIBUTING` / `AGENTS` / `README` / `package.json` / `Makefile`) before pushing a fix. Discovery procedure: [06-build-test.md](references/06-build-test.md).95- **Push back with written rationale** when a Copilot finding would over-engineer the design for a hypothetical edge case. Auto-accepting every suggestion erodes the design — see the `decline` path in [04-triage.md](references/04-triage.md).96- **Scripting traps** (`gh api graphql -F` type-coercion, `git stash push -m` positional parsing, the three GraphQL traps for the reviewer mutation) are documented in [references/api-quirks.md](references/api-quirks.md). Read before modifying any script.9798## Troubleshooting99100| Issue | Solution |101|-------|----------|102| Script throws `prerequisite missing — gh CLI is not on PATH` | Install `gh` (`winget install GitHub.cli` on Windows; `brew install gh` on macOS; package manager on Linux; or download from https://cli.github.com). Then `gh auth login`. Surface the message to the user and STOP the loop — do not retry. |103| Script throws `prerequisite missing — gh CLI is not authenticated` | Run `gh auth login`. STOP the loop until the user completes auth. |104| Trigger fails or no `copilot_work_started` event lands | Push a substantive (non-whitespace) commit — auto-assign on `synchronize` is the most reliable trigger. Persistent failure indicates Copilot Code Review may not be enabled on the repo / account (check repo Settings → Code & automation → Copilot, or account-level Copilot Pro/Pro+). |105| No new review after waiting ~10 min | Quiet-period after recent dismissal or trivial-diff suppression. Push a substantive commit and retry. Do not blindly re-run `01-request-review.ps1` — it reports `InFlight` while Copilot is still a requested reviewer. |106| Outdated-but-unresolved threads in the open list | Expected: unresolved state is the source of truth. Reply + resolve them like any other open thread. `10-cleanup-outdated.ps1` is only a final safety net. |107| Unsure whether to fix or decline a finding | See [references/04-triage.md](references/04-triage.md). |108| Need a reply phrasing for "fixed", "declined", or "drift" | See the templates under [templates/](templates/) — [reply-fix.md](templates/reply-fix.md), [reply-decline.md](templates/reply-decline.md), [reply-drift.md](templates/reply-drift.md), [reply-partial.md](templates/reply-partial.md). |109110## References111112- [references/orchestration.md](references/orchestration.md) —113 cross-cutting loop control: time-boxing & extension protocol,114 sub-agent delegation map, single-iteration fallback, and loop-wide115 notes.116- Per-step contracts (one `NN-*.md` per step):117 [references/01-request-review.md](references/01-request-review.md) _(parent)_,118 [references/02-wait.md](references/02-wait.md),119 [references/03-list-threads.md](references/03-list-threads.md),120 [references/04-triage.md](references/04-triage.md) (includes the121 fix-vs-decline rubric),122 [references/05-fix.md](references/05-fix.md),123 [references/06-build-test.md](references/06-build-test.md),124 [references/07-commit-push.md](references/07-commit-push.md) _(parent)_,125 [references/08-reply-resolve.md](references/08-reply-resolve.md),126 [references/09-convergence.md](references/09-convergence.md) (includes127 the round-cap recap gate),128 [references/10-cleanup.md](references/10-cleanup.md) _(parent)_.129- [references/api-quirks.md](references/api-quirks.md) — verified130 GitHub API behavior, dead-ends, and the GraphQL traps for the131 reviewer mutation.132- Templates (one per reply type):133 [templates/reply-fix.md](templates/reply-fix.md) — accepted-fix134 pattern; [templates/reply-decline.md](templates/reply-decline.md) —135 declined-with-rationale pattern;136 [templates/reply-drift.md](templates/reply-drift.md) —137 PR-description / comment / test-plan drift acknowledgement;138 [templates/reply-partial.md](templates/reply-partial.md) —139 partial fix with deferred follow-up. Cross-cutting reply guidance140 and anti-patterns live in141 [references/08-reply-resolve.md](references/08-reply-resolve.md#reply-guidance).142- [scripts/_lib.ps1](scripts/_lib.ps1) — shared helpers (`Invoke-Gh`,143 `Invoke-GhGraphQL`, `Resolve-RepoCoords`); dot-sourced by every144 script.145- [scripts/01-request-review.ps1](scripts/01-request-review.ps1) —146 trigger Copilot review and verify pickup via the147 `copilot_work_started` event.148- [scripts/02-check-review-status.ps1](scripts/02-check-review-status.ps1) —149 single-shot snapshot of the PR's Copilot review state; emits150 `Converged: true` only when all three conditions hold.151- [scripts/03-list-open-threads.ps1](scripts/03-list-open-threads.ps1) —152 every unresolved PR review thread from **all reviewers** (Copilot,153 humans, github-advanced-security, etc.).154- [scripts/08-reply-and-resolve.ps1](scripts/08-reply-and-resolve.ps1) —155 post a reply and resolve in one call.156- [scripts/10-cleanup-outdated.ps1](scripts/10-cleanup-outdated.ps1) —157 safety net for outdated Copilot threads.158159---160161**Source:** [`github/awesome-copilot`](https://github.com/github/awesome-copilot) → `skills/copilot-pr-autopilot/SKILL.md`