Co-Authored-By: Claude <noreply@anthropic.com>
9.4 KiB
pragent pilot — central webhook service
The CI-step pilot (pilot/README.md) needs a workflow file + secret + label per
repo. The central webhook service removes the workflow file, the secret, and
the runner dependency: a Gitea webhook posts PR events to an always-on in-cluster
service, which gates on the AI-REVIEW label and runs the same review core.
Architecture
PR opened/pushed/labeled "AI-REVIEW" (any repo under a covered owner)
│ Gitea user-level webhook (events: pull_request)
▼
Service pragent-webhook.pragent.svc.cluster.local (ClusterIP, ns pragent)
│ HMAC-verify (X-Gitea-Signature) → gate: action in {opened,
│ reopened, synchronize/synchronized, labeled/label_updated}
│ AND pull_request.labels ∋ AI-REVIEW
▼
ai_review.review_pr() (same core the CI-step uses)
1. fetch existing reviews → dedupe: skip if a review already carries
<!-- pragent:sha=<this sha> --> (no duplicate on label-toggle / re-fire)
2. fetch PR diff → GET .../pulls/{i}.diff
3. fetch .pr-review.json @ head ref (optional repo-local focus/config)
4. prior review bodies → fed as "already said" context (light §6.1)
5. review prompt → POST http://100.74.17.70:8789/v1/messages (glm-5.2:cloud)
model emits JSON: {findings:[{severity,path,line,problem,fix,suggestion}]}
6. parse diff hunks → valid (path, new_line) anchors (RIGHT side)
7. post review → POST .../pulls/{i}/reviews (event: COMMENT) as pragent-bot
- anchored findings → inline line comments, body wraps `suggestion` in a
```suggestion fence (Gitea renders an apply-button)
- unanchored findings → summary-body bullets
- summary body carries the <!-- pragent:sha=... --> marker for dedupe
Fail-open. No duplicate per commit (dedupe). Inline comments + apply-able
suggestions where the line anchors cleanly. Repo-local focus via
.pr-review.json. Prior reviews fed as context so re-pushes synthesize instead
of repeating (light version of framework §6.1).
What "onboarding a repo" means now
- Add
pragent-botas collaborator with Write (so it can read the diff and post the review). The bot stays a normal user — it is not a site admin. - Create the
AI-REVIEWlabel on the repo (one-time;pragent-bot'swrite:issuescope can do it once it's a collaborator). - Label a PR
AI-REVIEW.
No workflow file, no repo secret, no act-runner needed. (The owner must already be covered by a user-level webhook — see below. If not, do the one-time per-owner setup first.)
Repo-local focus: .pr-review.json (optional)
Drop a .pr-review.json at the repo root (committed on the PR's branch, or on
the default branch) to steer the review for that repo. All fields optional;
absent file = defaults. JSON (stdlib, no YAML dependency).
{
"focus": ["security", "supply-chain", "sql-injection"],
"exclude_paths": ["vendor/**", "**/*.generated.ts"],
"languages": ["typescript", "go"],
"instructions": "We use Result<T,E> for error handling. Flag any bare throw. Flag eval()/exec() on user input as critical."
}
focus— weight these review areas higher (does not blind the reviewer to critical issues outside them).exclude_paths— tell the model to ignore these paths.languages— hint the primary languages.instructions— free-form house conventions / compliance language.
Fetched at review time from the PR head ref
(GET /repos/{o}/{r}/contents/.pr-review.json?ref=<head sha>). Bad/missing file
fails open to defaults. The bot's read:repository scope reads it.
One-time per-owner setup: register a user-level webhook
Gitea system webhooks (one webhook for the whole instance — the ideal) are
broken in Gitea 1.26.1: POST /admin/hooks returns 201 but the hook never
persists (GET /admin/hooks lists 0, no delivery). So we use user-level
webhooks instead — one webhook per repo-owner, which fires for every repo that
user owns. For a small instance with few owners this is nearly as good.
To onboard a new owner (e.g. masi):
# 1. generate a one-time token for that user (admin CLI, inside the gitea pod)
K="microk8s kubectl"
GPOD=$($K -n gitea get pod -l app=gitea --field-selector=status.phase=Running \
-o jsonpath='{.items[?(@.status.containerStatuses[0].ready==true)].metadata.name}')
$K -n gitea exec "$GPOD" -c gitea -- \
gitea admin user generate-access-token --username masi \
--scopes write:user,read:user --token-name pragent-userhook-masi
# 2. register the user-level webhook (events: pull_request)
# WEBHOOK_SECRET = the shared HMAC secret in the pragent-webhook K8s Secret
python3 - "$MASI_TOKEN" <<'PY'
import sys, json, urllib.request
tok = sys.argv[1]
GAPI = "http://100.74.17.70:30000/api/v1"
WS = open("/dev/stdin") and __import__("os").environ["WEBHOOK_SECRET"] # or paste
req = urllib.request.Request(
f"{GAPI}/user/hooks",
data=json.dumps({"type":"gitea",
"config":{"url":"http://pragent-webhook.pragent.svc.cluster.local/webhook",
"content_type":"json","secret":WS},
"events":["pull_request"],"active":True}).encode(),
method="POST", headers={"Authorization":f"token {tok}","Content-Type":"application/json"})
print(urllib.request.urlopen(req).status, urllib.request.urlopen(req).read()[:80])
PY
# 3. revoke the one-time token (Gitea admin UI → Users → masi → Access Tokens).
Owners already covered: gitea_admin (webhook id=4), masi (webhook id=5),
techspark (webhook id=6 — a user account, not an org; covers techspark/suaspark-site,
techspark/spark-ui, etc.). True orgs need org-level webhooks
(POST /orgs/{org}/hooks, requires a token with write:organization).
Gitea SSRF allow-list (required, one-time)
Gitea refuses to POST webhooks to in-cluster addresses by default:
webhook can only call allowed HTTP servers (check your webhook.ALLOWED_HOST_LIST setting),
deny 'pragent-webhook.pragent.svc.cluster.local(10.152.183.170:80)'
Fix: add a scoped [webhook] section to Gitea's app.ini via the helm chart's
inline-config secret (gitea-inline-config, key = section name webhook):
ALLOWED_HOST_LIST = external,loopback,*.svc.cluster.local,10.0.0.0/8,172.16.0.0/12,192.168.0.0/16,100.64.0.0/10
Then restart the gitea pod. Scoped to in-cluster + tailnet ranges only — not a
blanket "allow all private". A future helm upgrade may overwrite the inline
secret; bake it into gitea.config.webhook.ALLOWED_HOST_LIST in the helm values
for permanence.
K8s deployment
Manifest: ~/k8s/pragent-webhook.yaml (Namespace pragent, Deployment pinned to
kubernets, ClusterIP Service). The two scripts are a ConfigMap
(pragent-scripts) and the webhook secret + bot token are a Secret
(pragent-webhook). Verified: a regular pod on kubernets reaches both
100.74.17.70:8789 (headroom/glm) and gitea-http.gitea.svc.cluster.local:3000.
Update the scripts after editing pilot/ai_review.py or pilot/webhook_server.py:
K="microk8s kubectl"; cd ~/Projects/pragent
$K -n pragent create configmap pragent-scripts \
--from-file=webhook_server.py=pilot/webhook_server.py \
--from-file=ai_review.py=pilot/ai_review.py \
--dry-run=client -o yaml | $K apply -f -
$K -n pragent rollout restart deploy/pragent-webhook
Env on the Deployment: GITEA_API, OLLAMA_URL, OLLAMA_MODEL, OLLAMA_MAX_TOKENS,
DIFF_MAX_CHARS are literals; WEBHOOK_SECRET + PRAGENT_BOT_TOKEN come from the
Secret.
Relationship to the CI-step pilot
Both paths coexist. The webhook service is strictly less per-repo setup. For
repos still on the CI-step workflow (.gitea/workflows/ai-review.yml), retire
that file once the owner has a user-level webhook — otherwise a labeled PR gets
reviewed twice. gitea_admin/pragent's own self-CI workflow was retired when the
webhook service went live.
Known limitations (pilot)
- One model (
glm-5.2:cloud); no tiering, no analyzer fan-out, no shared-prefix caching. Those are framework features. - No status checks, no fail-close (review never blocks a PR).
- Dedupe is per-commit: a re-push (new SHA) always re-reviews (by design — the diff changed). Prior-review context is fed to the model so it doesn't repeat, but the bot does not delete or resolve its own old reviews.
- Inline comments only anchor to post-change lines present in the diff (context +
added). A finding whose
linethe model places on a removed line or outside the diff is folded into the summary as a bullet instead of misplaced. - Gitea 1.26.1: system webhooks broken (see above) → user-level webhooks instead;
hook delivery-history API (
.../hooks/{id}/tasks) returns 404, so delivery is observed via the pragent-webhook pod logs (kubectl -n pragent logs -f deploy/pragent-webhook).
Cleanup of one-time setup tokens (manual)
Token revocation via API/CLI is broken in Gitea 1.26.1 (GET /users/{u}/tokens
401, no CLI delete-access-token). Revoke these one-time setup tokens in the
Gitea admin UI (Site Administration → Users → user → Manage access tokens),
name prefix pragent-:
gitea_admin:pragent-syswh-reg-2026,pragent-syswh-list-2026,pragent-syswh-test-2026,pragent-syswh-retry-2026,pragent-userhook-test-2026,pragent-payload-look-2026,pragent-cleanup-2026,pragent-cleanup2-2026,pragent-cleanup3-2026.masi:pragent-userhook-masi-2026.techspark:pragent-userhook-techspark-2026.
(Keep pragent-bot's pragent-ci token — that's the live reviewer credential.)