Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
직접 명령은 검토 Prompt를 거치지 않습니다. 실행하기 전에 소스를 확인하세요.
npx skills add https://github.com/Morrison-Lab/ai-config --skill ardia명령은 한 줄로 유지됩니다. 복사하기 전에 가로로 스크롤해 전체 내용을 확인하세요.
로컬 사본을 원하시나요? SkillsMP에서 현재 제공할 수 있는 파일을 다운로드하세요.
SKILL.md 표시 중
| name | ardia |
| description | Drive all open PRs to clean. |
| user-invocable | true |
| allowed-tools | ["Bash","Agent","Read","Edit","Write"] |
Apply the ARDI loop (ARD + iterate) to every open PR/MR in the repo, driving each to a clean review verdict in series. Triage and local patch preparation may run in parallel first; every action that mutates a PR stays serial.
List the open PRs/MRs and decide which are in scope.
gh pr list --state open --limit 100 \
--json number,title,headRefName,baseRefName,isDraft,author,reviewDecision # LIST_PRS
On GitLab, use glab api "projects/:id/merge_requests?state=opened&per_page=100"
and look for source_branch (≡ headRefName) and target_branch (≡ baseRefName)
in the JSON — glab mr list alone does not expose these fields.
State the scope rules when you report, so the user can
correct:
Include drafts (isDraft: true) unless another agent is actively driving one.
A draft is the corpus's own in-flight claim signal ---
pr-on-claim opens one from an empty start: scaffold commit before any code exists ---
so read each draft's state rather than sorting by the flag:
start: scaffold (the implementer is mid-flight),
a still-live claim comment stands (claims expire after 2 hours with no push or comment --- claim-pr),
another actor pushed recently,
or the draft is deliberately held as a merge-order gate (CLAUDE.md's "Surface merge-order constraints", surface 3).Only iterate PRs the user owns / is responsible for by default. In a shared repo, don't start review loops (which push commits) on other people's PRs unless told to. If unsure who owns what, ask first.
A green PR with no review check run is parked, not finished.
On a repo whose review workflow is workflow_dispatch-only, nothing
fires on push, so a PR nobody ever reviewed presents exactly like one
that passed: every check green, nothing pending.
The tell is an absence, so no check state carries it, and the
sweep's own triage is where that absence has to be caught.
Read the review workflow's on: block once per repo, then treat "zero
review check runs on the head" as its own triage outcome.
pull_request_read get_check_runs answers it per PR.
pr-on-claim's dispatch-only
section covers the single-PR case; the increment here is that a sweep
classifying many PRs at once will otherwise sort these into the
nothing-to-do pile.
(Morrison-Lab/ai-config, 2026-08-16: an ardia sweep found #1500 and
#1509 parked 4h and 2h19m, both all-green with no verdict, because that
repo's claude-review.yml carries no pull_request trigger.
Both had never been reviewed; the dispatched rounds then returned
"Needs more work" on each, with a blocking correctness bug in #1509.)
If the list is empty, say so and stop — nothing to do.
Detect and sort stacked PRs. Check each PR's baseRefName. If any PR's
baseRefName matches another open PR's headRefName, they are stacked.
Sort the list so base PRs come before the PRs stacked on them —
process bases first so derived PRs always sit on a clean, reviewed base. Note
any stack in the scope report:
Stacked PRs detected: #A → #B (process #A first)
If a circular stack is found (impossible in practice but check anyway), surface it to the user and skip those PRs.
Tie-break with infrastructure-first. Among PRs with no stacking
relationship, when otherwise equally pressing, process internal
infrastructure PRs (shared tooling, CI workflows, reusable actions,
templates) slightly ahead of feature PRs — see
pr-prioritization. This
never overrides the stacking order above.
Report the in-scope list (with bare PR URLs) before you start, so the user can veto any before the loop pushes commits.
Optionally fan out read-only triage and local preparation. Independent PRs may be inspected concurrently, one worker per PR, each in its own worktree. A worker may read the latest review and CI logs, trace a finding to its cause, run the repo's local checks, and prepare a focused patch. It must not claim a PR, post a comment, commit, push, request review, or otherwise mutate shared forge state --- every one of those belongs to the serial loop below.
Check for supersession before preparing a patch for an idle, non-clean PR.
Grep origin/main for the PR's distinctive added phrases; if they are all
already there, the PR is Superseded (see step 3's terminal states) and its
patch prep is wasted work --- flag it for closure instead.
Run that grep over main's whole Markdown corpus rather than over the PR's
own file paths, for the reason step 3's terminal state gives.
The patch has to leave the worktree as an artifact, not sit in it as a
dirty tree.
A worker's worktree is not durable: isolation: 'worktree' has reclaimed one
mid-run before, which is the incident
incidents-dont-repeal-decisions
is written about.
A dirty tree is also the one form the orchestrator cannot inspect, diff, or
apply without re-entering that worktree, so it fails whether or not the
worktree survives.
Have each worker end by emitting a patch to an orchestrator-owned path, and
return that path plus the SHAs below:
git diff > "$ARTIFACT_DIR/pr-<N>.patch" # no commit, no push, no forge state touched
That keeps the no-mutation rule exactly as stated --- a patch file is not a commit --- while making the preparation survive the worker.
Skip the fan-out for stacked PRs, for PRs whose likely file footprints overlap, and whenever independence is uncertain. Consolidate the prepared findings and patches before step 3 begins.
A prepared patch is a snapshot, not a decision. Record the base and head SHAs the patch was prepared against, and re-check all four signals when the serial loop reaches that PR: those two refs, the latest review, and CI state. Re-derive the patch if any has moved.
The two refs are the half that is easy to omit and the half that actually
goes stale.
A main advance or a new PR-head commit need not produce a new review or a
new CI run, so a review-and-CI check alone returns "unchanged" for exactly
the case that invalidates a patch --- which is the shape
warns about, where the
pass path and the stale path print the same thing.
For each PR/MR, in series, run ARDI (the full single-PR loop --- see the
ardi skill): claim → sync main → read latest review → ARD every finding →
push → post summary → re-request review → repeat until fully clean. Don't
reimplement that loop here; follow it per PR.
For stacked PRs: the ideal flow is to merge the base PR before starting ARDI on the derived PR. If the base isn't mergeable yet (pending CI, open review findings), complete ARDI on the base first to drive it to clean and merge it, then start the derived PR. Never run ARDI on a derived PR while its base is still open and unclean — you'd be reviewing against a moving target.
A PR reaching clean-but-unmerged is that PR's terminal state, not a
reason to pause the sweep: merging is human-gated (you don't self-merge), but
that gates only the merge — move straight to the next PR rather than waiting
for a human to merge first. See
stack-dont-pause, and use
stack-prs for the branch/PR mechanics when the
next item needs to stack on a clean-but-unmerged PR.
Cascading the stack is part of ARDIA, not separate side work. Every time
a base advances — it merges into main, or its own head moves (a review
fix, a main-sync commit) — every PR stacked above it goes BEHIND/DIRTY
and must be re-synced: merge the base's new head into the child, resolve
conflicts (keeping both the base's changes and the child's own — e.g. a
rename in the base and a new parameter in the child both survive), re-verify
(run the repo's own checks — build/lint/tests, plus any doc regeneration or
character check), bump the child's version above the base where the repo
requires it, and push. This ripples:
a single review-fix commit to a mid-stack PR puts every descendant behind,
so one ARDIA pass may sync the same branch more than once as fixes land
below it. When the user says "cascade" or "keep driving all these to clean,"
that includes this conflict-resolution/re-sync loop up the whole stack —
don't treat "resolve merge conflicts" or "sync the stack" as out-of-scope.
Process bottom-up: sync the lowest BEHIND/DIRTY PR first, then its
children, since each sync advances a head the next child needs.
Drive each to a terminal state:
Clean — zero flagged items under any heading; post the unclaim comment, record the round count.
Escalated --- every remaining is deadlocked and waiting on a human ruling. Record which findings, move to the next PR, and return when the human rules. Escalating findings is not this: keep driving the PR on everything else. A round count is never a terminal state at all --- see 's "Stopping conditions".
Report a summary table at the end, with clickable links:
| MR/PR | Rounds | Final status |
|---|---|---|
| #25 | 3 | ✅ Clean |
| #26 | 4 | ⏸️ Escalated --- awaiting human on: … |
| #27 | 1 | ⛔ Blocked --- needs human decision on … |
| #28 | 0 | 🔁 Superseded --- content on main via #N; recommend closing |
For any PR not driven to clean, list its remaining open items so triage is one glance, not a re-investigation. Don't merge anything — opening merges is the user's call.
ARDIA serializes every action that mutates a PR (see Process PRs one at a time above): each round claims, pushes, triggers shared review runners, and polls for the result, so parallel pushes collide and make per-PR status illegible. A Workflow does not change that external limit --- do not fan out the claim --- push --- re-review --- merge loop.
What you can orchestrate is step 2:
the read-only survey, and the isolated local preparation that follows it and
feeds step 3's serial loop.
Step 2 states the worker's limits, and a Workflow relaxes none of them ---
spell them out in the worker's prompt, because a worker told only to "fix the
findings" will reach for gh and git push on its own.
Consult shared/workflow/when-to-orchestrate.md (the shared-runner exception);
default to the serial loop,
and propose the fan-out only when there are many PRs to survey.
Separately from the Workflow-based survey fan-out above, a single PR's ARDI
round (see ardi) can delegate sidecar work directly via the Agent tool ---
verifying a disputed factual claim, investigating an unclear CI failure, or
researching how a prior PR handled the same pattern --- while the main thread
keeps driving that round forward. This is a lighter-weight call than the Workflow
tool covers above and needs no opt-in gate. Give the subagent a stronger
model (e.g. model: 'opus' on the Agent tool call) for judgment-heavy
sidecar work, and symmetrically a cheaper/faster tier (model: 'fable' or
'haiku') for a mechanical one --- see
select-model's decision tree for both
directions. For a heavy fan-out survey/verify pass, prefer a
separately-billed provider (e.g. the codex CLI) first when available ---
see delegate-to-codex.
If asked to keep the queue clean on an interval, drive this skill from a
recurring runner (e.g. the loop skill) rather than busy-waiting inside one
invocation. Each tick re-enumerates open PRs (new ones appear, merged ones drop
off) and runs the series loop over the current set.
fail-fastbase=$(git rev-parse origin/main); head=$(git rev-parse "origin/$branch") # at prepare time
git fetch origin -q # at apply time
[ "$base" = "$(git rev-parse origin/main)" ] &&
[ "$head" = "$(git rev-parse "origin/$branch")" ] || echo "stale -- re-derive"
Applying a stale patch costs a review round rather than saving one.
That staleness is what bounds the fan-out rather than runner contention:
nothing here pushes, so the cost of going wider is that the last patch
applied has waited longest and is likeliest to be stale.
Default to a wave of about 3, and shrink it when the queue is moving
fast --- frequent merges to main invalidate preparation sooner, so a
busy repo wants a narrower wave than a quiet one.
Re-run preparation for a later wave rather than stretching one across
every PR at once.
Blocked --- an external or operational obstacle rather than a review finding: an unresolvable conflict, a needed human decision outside the review, or a preflight failure your change didn't cause. Record what's blocking, move on.
Superseded --- the PR's content already landed on main via a sibling PR, so its remaining findings and any conflict are moot and the right action is to close it, not drive it.
Recognize this before spending rounds: an idle, non-clean PR whose main-merge conflict pits its own added lines against a better-formatted copy already on main is the tell, and grepping origin/main for the PR's distinctive added phrases confirms it (all present -> superseded, and resolving toward main would leave an empty diff).
Recommend closure --- the content is preserved on main --- and name the superseding PR, rather than pushing an empty diff to clean.
See sync-with-main's duplicate-issue and whole-file-split cases, which already say to keep main's version when a sibling published the same content.
This is that judgment applied up front, at the whole-PR scale, with closure as the terminal action.
That grep needs a search space, and the whole corpus is the right one.
The prescription above says to grep origin/main, and does not say where
in it.
The reader supplies the narrow answer, because the PR's own file list is
right there: compare each added line against its counterpart in the same
path on main.
That reading under-reports whenever main has since relocated the
content --- a .cases.md or .rationale.md split, a rename, a section
moved between fragments.
The lines did land, somewhere else.
A per-file check reports them missing, so a superseded PR reads as
not-superseded and the sweep spends rounds driving a PR it should be
recommending for closure.
The error runs in the cheap direction, which is why nothing catches it. It never closes a PR wrongly, it only fails to close one, so there is no bad outcome to trace back and the wasted rounds look like ordinary work.
Score both scopes when they can differ, and report both:
base="$(git merge-base <head> origin/main)"
git diff --name-only "$base" <head> | while read -r f; do
git diff -U0 "$base" <head> -- "$f" | grep '^+' | tail -n +2 | sed 's/^+//'
done
# per line, normalized for whitespace and inline markup, ask twice:
# present in the same path on origin/main?
# present anywhere in origin/main's Markdown corpus?
Scope the diff to one file at a time, so each +++ b/<path> header is
dropped by position rather than by pattern.
Neither shortcut survives a whole-PR diff, and they fail in opposite
directions.
A single tail -n +2 drops only the first file's header and leaves the
rest in the stream, where they read as content and inflate the score's
denominator.
A grep -v '^+++ ' filter drops every header and also drops any added
line whose own text begins ++ , since the diff's own marker turns it
into +++ --- so that filter silently deletes real content, which is
the worse of the two.
No prefix pattern separates a header from its data, per
fail-fast's third pattern
direction; per-file position does.
Cross-check the extracted line count against git diff --numstat's
insertion column, which is computed by something other than this
pipeline --- a disagreement means a header leaked in or a content line
was swallowed, rather than anything about supersession.
main's whole Markdown corpus,
not over the PR's own file paths.(Morrison-Lab/ai-config#1458, 2026-08-15.
The same presence check, run after that PR merged to confirm its content
had landed, scored its pre-routing head 009fc9ef against origin/main:
42 of 78 substantive added lines present in their own file's counterpart,
and 78 of 78 present somewhere in the corpus --- 45 of 89 and 89 of 89
counting every non-blank added line.
Scoring examined the 333 Markdown files outside the generated
codex-skills/ mirror, of 514 tracked .md files in all.
The whole gap is main having absorbed PR #1468's rule/rationale split:
lines that head added to shared/workflow/address-every-comment.md now
live in that file's .rationale.md companion, so the path they were
added to no longer holds them.)
Escalated and Blocked are disjoint by construction: the first is about the review deadlocking, the second about everything else.
A PR meeting both is Blocked, since the external obstacle has to clear before the review matters.
Superseded takes precedence over either: once the content has landed on main, the findings and any conflict no longer matter.
Process PRs one at a time, not concurrently. Each ARDI run pushes commits, triggers review workflows, and polls for the result; running them in parallel would interleave pushes, collide on shared review runners, and make per-PR status illegible. One PR stalling or blocking must not abort the batch — keep going to the next.