Source profileQuality 95/100

kensaurus/cursor-kenji/skills/workflow-ship-and-observe/SKILL.md

workflow-ship-and-observe

Take merged, repository-green code all the way to a verified, monitored production release for any app stack. Use when "ship it", "deploy to production", "release this", "go live", "roll this out", "promote to prod", or "cut a release" for a running application (not an npm package — use deploy-npm for that).

Source repository stars
9
Declared platforms
0
Static risk flags
0
Last source update
2026-08-21
Source checked
2026-08-28

Decision brief

What it does: where it fits

Degree of freedom: MIXED. Rollback-vs-hotfix [HIGH freedom]; pin target/SHA, prove revision, observe window [LOW freedom — run exactly].

Best for

  • Use when "ship it", "deploy to production", "release this", "go live", "roll this out", "promote to prod", or "cut a release" for a running application (not an npm package — use deploy-npm for that).

Not for

  • Tasks that require unconfirmed production actions or broad system permissions.
  • Environments where the pinned source and install steps cannot be inspected.

Compatibility matrix

Platform support, with evidence labels

PlatformStatusEvidenceWhat to check
CodexNot declaredNo explicit evidencePortability before use
Claude CodeNot declaredNo explicit evidencePortability before use
CursorNot declaredNo explicit evidencePortability before use
Gemini CLINot declaredNo explicit evidencePortability before use
Open the compatibility checker

Installation

Inspect first. Install second.

The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

Source-detected install commandSource
npx skills add https://github.com/kensaurus/cursor-kenji --skill "skills/workflow-ship-and-observe"
Safe inspection promptEditorial

Inspect the Agent Skill "workflow-ship-and-observe" from https://github.com/kensaurus/cursor-kenji/blob/28a0bd8403c950f58ed063d47a858ee3493b0038/skills/workflow-ship-and-observe/SKILL.md at commit 28a0bd8403c950f58ed063d47a858ee3493b0038. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

Workflow

What the source asks the agent to do

  1. 01

    How to reason

    1. Pin — SHA, environment, mechanism, rollback, signals 2. Ship — pipeline deploy; backend deps first 3. Prove — live revision equals SHA; smoke on critical flows 4. Watch — window elapsed under thresholds, or roll back

    Pin — SHA, environment, mechanism, rollback, signalsShip — pipeline deploy; backend deps firstProve — live revision equals SHA; smoke on critical flows
  2. 02

    Phase 0 — Pin the target and the revision [LOW freedom — run exactly]

    Never guess where or what you are shipping. Establish:

    Source revision — the exact commit SHA to release. Confirm it is mergedTarget environment — which environment and provider. Discover from theDeploy mechanism — CI-on-merge, a manual pipeline trigger, or a CLI
  3. 03

    Phase 1 — Preflight [LOW freedom — run exactly]

    Confirm the release SHA is merged and green. Do not ship red or unmerged code.

    Confirm the release SHA is merged and green. Do not ship red or unmerged code.Deploy and verify backend dependencies first, so the frontend does not hit aConfirm the rollback procedure is real and, where possible, dry-run it.
  4. 04

    Phase 2 — Deploy [LOW freedom — run exactly]

    Trigger the deploy via the identified mechanism. Never hand-edit production

    Trigger the deploy via the identified mechanism. Never hand-edit productionWait for the deploy to reach a terminal state; capture the build/deploy logs.- Trigger the deploy via the identified mechanism. Never hand-edit production state outside the pipeline. - Wait for the deploy to reach a terminal state; capture the build/deploy logs. A failed or partial deploy is a s…
  5. 05

    Phase 3 — Verify the revision is live [LOW freedom — run exactly]

    Confirm the deployed revision equals the intended SHA — via the

    Confirm the deployed revision equals the intended SHA — via theRun production smoke checks on the critical flows: real navigation, auth,- Confirm the deployed revision equals the intended SHA — via the provider's deployment metadata, a /version/build-id endpoint, a build stamp, or asset hashes. A reachable URL alone is not proof. - Run production smoke…

Permission review

Static risk signals and limitations

No configured static risk pattern was detected

This is not proof of safety. Runtime behavior, indirect dependencies, and hidden external systems are outside the static scan.

Evidence record

Why each signal appears

EvidenceSourceComputedTestedEditorial
SignalValueEvidence typeMeaning
Quality score95/100ComputedDocumentation, specificity, maintenance, and trust rules
Repository stars9SourceRepository attention, not individual Skill quality
Compatibility0 platformsSourceDeclared in the catalog source record
Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

Pinned source

Provenance and original SKILL.md

Repository
kensaurus/cursor-kenji
Skill path
skills/workflow-ship-and-observe/SKILL.md
Commit
28a0bd8403c950f58ed063d47a858ee3493b0038
License
MIT
Collected
2026-08-28
Default branch
main
View the original SKILL.md

workflow-ship-and-observe — Release, Verify, Observe, Roll Back

Degree of freedom: MIXED. Rollback-vs-hotfix [HIGH freedom]; pin target/SHA, prove revision, observe window [LOW freedom — run exactly].

Shipping is not merging. A release is done only when the intended revision is live on the confirmed target, production smoke checks pass, and a defined monitoring window elapses without crossing rollback thresholds — or a rollback/hotfix has been executed.

Prove the deployed revision, then watch it. A 200 from a URL is not proof that your code is live, and "it deployed" is not proof that it is healthy.

Before any browser action, read protocol-browser-anti-stall.

How to reason

  1. Pin — SHA, environment, mechanism, rollback, signals
  2. Ship — pipeline deploy; backend deps first
  3. Prove — live revision equals SHA; smoke on critical flows
  4. Watch — window elapsed under thresholds, or roll back

Worked example

Pin: a1b2c3d on Vercel production; rollback = previous promotion; Sentry + 5xx threshold set. Ship: migrations applied; vercel deploy --prod succeeded. Prove: /version returns a1b2c3d; checkout + login smoke 2xx. Watch: 2h window, error rate flat → STABLE. A 5xx spike would have promoted previous and re-smoked.

Self-critique before reporting

  • Revision proven — a 200 is not "our SHA is live"
  • Level honest — deployed-verified ≠ observed-stable
  • Threshold acted — known-bad prod was not "monitored more"
  • Right owner — smoke methodology only → deploy-verify; npm package → deploy-npm; not-yet-green → workflow-green-repo

Phase 0 — Pin the target and the revision [LOW freedom — run exactly]

Never guess where or what you are shipping. Establish:

  1. Source revision — the exact commit SHA to release. Confirm it is merged and that the repository is green (route to workflow-green-repo / complete-everything if not). Record the SHA.
  2. Target environment — which environment and provider. Discover from the repo, do not assume: vercel.json, netlify.toml, fly.toml, Dockerfile, render.yaml, Kubernetes manifests, GitHub Actions deploy workflows, app.json/EAS, supabase/config.toml, Terraform. Confirm the environment (staging vs production) with the user once and reuse it.
  3. Deploy mechanism — CI-on-merge, a manual pipeline trigger, or a CLI command. Identify the exact command/workflow and how to read its status.
  4. Backend dependencies — migrations, edge functions, RLS, buckets, secrets, cron. Per full-stack-ship-discipline, these must deploy and be verified alongside the frontend. Non-destructive schema required by the approved release ships without re-asking on a confirmed target; destructive data operations always ask first.
  5. Rollback plan — the concrete, executable way to revert this target (previous deployment promotion, image/tag rollback, revert-and-redeploy, migration down-path). If no rollback exists, say so before shipping.
  6. Signals — where errors and latency are observed (Sentry, provider logs, Supabase logs/advisors, uptime checks) and the thresholds that mean "roll back."

Write .cursor/ship-state.md:

# Ship & Observe: <app> → <environment>
Revision: <sha>
Target/provider: <name>
Deploy: <command/workflow>
Rollback: <exact procedure>
Monitor window: <duration> · thresholds: <error rate / latency / crash-free>

## Steps
- [ ] preflight: repo green + revision confirmed
- [ ] backend deps deployed + verified
- [ ] deploy triggered
- [ ] deployed revision matches <sha>
- [ ] production smoke: <critical flows>
- [ ] monitoring window elapsed within thresholds
- [ ] stable OR rollback/hotfix executed

## Evidence
- <step>: <command/result>

Phase 1 — Preflight [LOW freedom — run exactly]

  • Confirm the release SHA is merged and green. Do not ship red or unmerged code.
  • Deploy and verify backend dependencies first, so the frontend does not hit a missing table/function on first request. Verify objects exist as the role the client uses.
  • Confirm the rollback procedure is real and, where possible, dry-run it.

Phase 2 — Deploy [LOW freedom — run exactly]

  • Trigger the deploy via the identified mechanism. Never hand-edit production state outside the pipeline.
  • Wait for the deploy to reach a terminal state; capture the build/deploy logs. A failed or partial deploy is a stop-and-fix, not a proceed.

Phase 3 — Verify the revision is live [LOW freedom — run exactly]

  • Confirm the deployed revision equals the intended SHA — via the provider's deployment metadata, a /version/build-id endpoint, a build stamp, or asset hashes. A reachable URL alone is not proof.
  • Run production smoke checks on the critical flows: real navigation, auth, a primary read and a primary write path. Capture console, network (2xx where expected), and screenshots as evidence. Keep artifacts under .playwright-mcp/.

Phase 4 — Observe the stability window [LOW freedom — run exactly]

  • Watch the defined signals for the agreed window (scale it to release risk).
  • Track error rate/new issues (Sentry), latency and 5xx (provider/Supabase logs), new ERROR advisors, and crash-free rate for mobile.
  • Crossing a threshold triggers Phase 5. Not crossing it after the window elapses is the only path to a "stable" claim.

Phase 5 — Roll back or hotfix (only if a threshold is crossed) [HIGH freedom]

  • If signals breach thresholds: execute the rollback procedure immediately, confirm the prior healthy revision is live, and re-verify smoke checks.
  • If forward-fix is clearly faster and safer than rollback, ship a hotfix through the same pipeline and re-enter Phase 3. Record the decision and why.
  • Never leave production in a known-bad state to "monitor more."

Phase 6 — Report [LOW freedom — do not skip]

## Ship & Observe — report
Released: <sha> → <environment/provider>
### Result: STABLE | ROLLED BACK | HOTFIXED | BLOCKED
### Evidence
- deploy: <log/status>
- revision live: <how confirmed> = <sha>
- smoke: <flows> → <result + artifacts>
- monitoring: <window> → error rate <x>, latency <y>, crash-free <z>
### Rollback/hotfix (if any)
- trigger: <threshold crossed> → action: <what ran> → outcome
### Follow-ups
- none | <tracked item>

Completion level is deployed-verified after Phase 3 and observed-stable only after Phase 4 passes. Do not claim stability from a single smoke test.

Related

  • deploy-verify — the post-deploy smoke methodology this skill builds on
  • deploy-npm — for npm package releases (not app deployments)
  • full-stack-ship-discipline — backend must deploy and be verified too
  • iterate-post-launch — turn observed production signals into the next fixes
  • workflow-feedback-to-closure — route rollback/incident findings into tickets
  • verification-before-completion — deployed-verified vs observed-stable levels

Frequently asked questions

What to verify before installation and use

What does the workflow-ship-and-observe source document cover?

Degree of freedom: MIXED. Rollback-vs-hotfix [HIGH freedom]; pin target/SHA, prove revision, observe window [LOW freedom — run exactly].

How do I install workflow-ship-and-observe?

The source record exposes this install command: npx skills add https://github.com/kensaurus/cursor-kenji --skill "skills/workflow-ship-and-observe". Inspect the command and pinned source before running it.

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