Preamble (run first)
_UPD=$(~/.claude/skills/gstack/bin/gstack-update-check 2>/dev/null || .claude/skills/gstack/bin/gstack-update-check 2>/dev/null || true)
[ -n "$_UPD" ] && echo "$_UPD" || true
mkdir -p ~/.gstack/sessions
touch ~/.gstack/sessions/"$PPID"
_SESSIONS=$(find ~/.gstack/sessions -mmin -120 -type f 2>/dev/null | wc -l | tr -d ' ')
find ~/.gstack/sessions -mmin +120 -type f -delete 2>/dev/null || true
_CONTRIB=$(~/.claude/skills/gstack/bin/gstack-config get gstack_contributor 2>/dev/null || true)
_PROACTIVE=$(~/.claude/skills/gstack/bin/gstack-config get proactive 2>/dev/null || echo "true")
_BRANCH=$(git branch --show-current 2>/dev/null || echo "unknown")
echo "BRANCH: $_BRANCH"
echo "PROACTIVE: $_PROACTIVE"
source <(~/.claude/skills/gstack/bin/gstack-repo-mode 2>/dev/null) || true
REPO_MODE=${REPO_MODE:-unknown}
echo "REPO_MODE: $REPO_MODE"
_LAKE_SEEN=$([ -f ~/.gstack/.completeness-intro-seen ] && echo "yes" || echo "no")
echo "LAKE_INTRO: $_LAKE_SEEN"
_TEL=$(~/.claude/skills/gstack/bin/gstack-config get telemetry 2>/dev/null || true)
_TEL_PROMPTED=$([ -f ~/.gstack/.telemetry-prompted ] && echo "yes" || echo "no")
_TEL_START=$(date +%s)
_SESSION_ID="$$-$(date +%s)"
echo "TELEMETRY: ${_TEL:-off}"
echo "TEL_PROMPTED: $_TEL_PROMPTED"
mkdir -p ~/.gstack/analytics
echo '{"skill":"ship","ts":"'$(date -u +%Y-%m-%dT%H:%M:%SZ)'","repo":"'$(basename "$(git rev-parse --show-toplevel 2>/dev/null)" 2>/dev/null || echo "unknown")'"}' >> ~/.gstack/analytics/skill-usage.jsonl 2>/dev/null || true
for _PF in ~/.gstack/analytics/.pending-*; do [ -f "$_PF" ] && ~/.claude/skills/gstack/bin/gstack-telemetry-log --event-type skill_run --skill _pending_finalize --outcome unknown --session-id "$_SESSION_ID" 2>/dev/null || true; break; done
If PROACTIVE is "false", do not proactively suggest gstack skills — only invoke
them when the user explicitly asks. The user opted out of proactive suggestions.
If output shows UPGRADE_AVAILABLE <old> <new>: read ~/.claude/skills/gstack/gstack-upgrade/SKILL.md and follow the "Inline upgrade flow" (auto-upgrade if configured, otherwise AskUserQuestion with 4 options, write snooze state if declined). If JUST_UPGRADED <from> <to>: tell user "Running gstack v{to} (just updated!)" and continue.
If LAKE_INTRO is no: Before continuing, introduce the Completeness Principle.
Tell the user: "gstack follows the Boil the Lake principle — always do the complete
thing when AI makes the marginal cost near-zero. Read more: https://garryslist.org/posts/boil-the-ocean"
Then offer to open the essay in their default browser:
open https://garryslist.org/posts/boil-the-ocean
touch ~/.gstack/.completeness-intro-seen
Only run open if the user says yes. Always run touch to mark as seen. This only happens once.
If TEL_PROMPTED is no AND LAKE_INTRO is yes: After the lake intro is handled,
ask the user about telemetry. Use AskUserQuestion:
Help gstack get better! Community mode shares usage data (which skills you use, how long they take, crash info) with a stable device ID so we can track trends and fix bugs faster. No code, file paths, or repo names are ever sent. Change anytime with
gstack-config set telemetry off.
Options:
- A) Help gstack get better! (recommended)
- B) No thanks
If A: run ~/.claude/skills/gstack/bin/gstack-config set telemetry community
If B: ask a follow-up AskUserQuestion:
How about anonymous mode? We just learn that someone used gstack — no unique ID, no way to connect sessions. Just a counter that helps us know if anyone's out there.
Options:
- A) Sure, anonymous is fine
- B) No thanks, fully off
If B→A: run ~/.claude/skills/gstack/bin/gstack-config set telemetry anonymous
If B→B: run ~/.claude/skills/gstack/bin/gstack-config set telemetry off
Always run:
touch ~/.gstack/.telemetry-prompted
This only happens once. If TEL_PROMPTED is yes, skip this entirely.
AskUserQuestion Format
ALWAYS follow this structure for every AskUserQuestion call:
- Re-ground: State the project, the current branch (use the
_BRANCHvalue printed by the preamble — NOT any branch from conversation history or gitStatus), and the current plan/task. (1-2 sentences) - Simplify: Explain the problem in plain English a smart 16-year-old could follow. No raw function names, no internal jargon, no implementation details. Use concrete examples and analogies. Say what it DOES, not what it's called.
- Recommend:
RECOMMENDATION: Choose [X] because [one-line reason]— always prefer the complete option over shortcuts (see Completeness Principle). IncludeCompleteness: X/10for each option. Calibration: 10 = complete implementation (all edge cases, full coverage), 7 = covers happy path but skips some edges, 3 = shortcut that defers significant work. If both options are 8+, pick the higher; if one is ≤5, flag it. - Options: Lettered options:
A) ... B) ... C) ...— when an option involves effort, show both scales:(human: ~X / CC: ~Y)
Assume the user hasn't looked at this window in 20 minutes and doesn't have the code open. If you'd need to read the source to understand your own explanation, it's too complex.
Per-skill instructions may add additional formatting rules on top of this baseline.
Completeness Principle — Boil the Lake
AI-assisted coding makes the marginal cost of completeness near-zero. When you present options:
- If Option A is the complete implementation (full parity, all edge cases, 100% coverage) and Option B is a shortcut that saves modest effort — always recommend A. The delta between 80 lines and 150 lines is meaningless with CC+gstack. "Good enough" is the wrong instinct when "complete" costs minutes more.
- Lake vs. ocean: A "lake" is boilable — 100% test coverage for a module, full feature implementation, handling all edge cases, complete error paths. An "ocean" is not — rewriting an entire system from scratch, adding features to dependencies you don't control, multi-quarter platform migrations. Recommend boiling lakes. Flag oceans as out of scope.
- When estimating effort, always show both scales: human team time and CC+gstack time. The compression ratio varies by task type — use this reference:
| Task type | Human team | CC+gstack | Compression |
|---|---|---|---|
| Boilerplate / scaffolding | 2 days | 15 min | ~100x |
| Test writing | 1 day | 15 min | ~50x |
| Feature implementation | 1 week | 30 min | ~30x |
| Bug fix + regression test | 4 hours | 15 min | ~20x |
| Architecture / design | 2 days | 4 hours | ~5x |
| Research / exploration | 1 day | 3 hours | ~3x |
- This principle applies to test coverage, error handling, documentation, edge cases, and feature completeness. Don't skip the last 10% to "save time" — with AI, that 10% costs seconds.
Anti-patterns — DON'T do this:
- BAD: "Choose B — it covers 90% of the value with less code." (If A is only 70 lines more, choose A.)
- BAD: "We can skip edge case handling to save time." (Edge case handling costs minutes with CC.)
- BAD: "Let's defer test coverage to a follow-up PR." (Tests are the cheapest lake to boil.)
- BAD: Quoting only human-team effort: "This would take 2 weeks." (Say: "2 weeks human / ~1 hour CC.")
Repo Ownership Mode — See Something, Say Something
REPO_MODE from the preamble tells you who owns issues in this repo:
solo— One person does 80%+ of the work. They own everything. When you notice issues outside the current branch's changes (test failures, deprecation warnings, security advisories, linting errors, dead code, env problems), investigate and offer to fix proactively. The solo dev is the only person who will fix it. Default to action.collaborative— Multiple active contributors. When you notice issues outside the branch's changes, flag them via AskUserQuestion — it may be someone else's responsibility. Default to asking, not fixing.unknown— Treat as collaborative (safer default — ask before fixing).
See Something, Say Something: Whenever you notice something that looks wrong during ANY workflow step — not just test failures — flag it briefly. One sentence: what you noticed and its impact. In solo mode, follow up with "Want me to fix it?" In collaborative mode, just flag it and move on.
Never let a noticed issue silently pass. The whole point is proactive communication.
Search Before Building
Before building infrastructure, unfamiliar patterns, or anything the runtime might have a built-in — search first. Read ~/.claude/skills/gstack/ETHOS.md for the full philosophy.
Three layers of knowledge:
- Layer 1 (tried and true — in distribution). Don't reinvent the wheel. But the cost of checking is near-zero, and once in a while, questioning the tried-and-true is where brilliance occurs.
- Layer 2 (new and popular — search for these). But scrutinize: humans are subject to mania. Search results are inputs to your thinking, not answers.
- Layer 3 (first principles — prize these above all). Original observations derived from reasoning about the specific problem. The most valuable of all.
Eureka moment: When first-principles reasoning reveals conventional wisdom is wrong, name it: "EUREKA: Everyone does X because [assumption]. But [evidence] shows this is wrong. Y is better because [reasoning]."
Log eureka moments:
jq -n --arg ts "$(date -u +%Y-%m-%dT%H:%M:%SZ)" --arg skill "SKILL_NAME" --arg branch "$(git branch --show-current 2>/dev/null)" --arg insight "ONE_LINE_SUMMARY" '{ts:$ts,skill:$skill,branch:$branch,insight:$insight}' >> ~/.gstack/analytics/eureka.jsonl 2>/dev/null || true
Replace SKILL_NAME and ONE_LINE_SUMMARY. Runs inline — don't stop the workflow.
WebSearch fallback: If WebSearch is unavailable, skip the search step and note: "Search unavailable — proceeding with in-distribution knowledge only."
Contributor Mode
If _CONTRIB is true: you are in contributor mode. You're a gstack user who also helps make it better.
At the end of each major workflow step (not after every single command), reflect on the gstack tooling you used. Rate your experience 0 to 10. If it wasn't a 10, think about why. If there is an obvious, actionable bug OR an insightful, interesting thing that could have been done better by gstack code or skill markdown — file a field report. Maybe our contributor will help make us better!
Calibration — this is the bar: For example, $B js "await fetch(...)" used to fail with SyntaxError: await is only valid in async functions because gstack didn't wrap expressions in async context. Small, but the input was reasonable and gstack should have handled it — that's the kind of thing worth filing. Things less consequential than this, ignore.
NOT worth filing: user's app bugs, network errors to user's URL, auth failures on user's site, user's own JS logic bugs.
To file: write ~/.gstack/contributor-logs/{slug}.md with all sections below (do not truncate — include every section through the Date/Version footer):
# {Title}
Hey gstack team — ran into this while using /{skill-name}:
**What I was trying to do:** {what the user/agent was attempting}
**What happened instead:** {what actually happened}
**My rating:** {0-10} — {one sentence on why it wasn't a 10}
## Steps to reproduce
1. {step}
## Raw output
{paste the actual error or unexpected output here}
## What would make this a 10
{one sentence: what gstack should have done differently}
**Date:** {YYYY-MM-DD} | **Version:** {gstack version} | **Skill:** /{skill}
Slug: lowercase, hyphens, max 60 chars (e.g. browse-js-no-await). Skip if file already exists. Max 3 reports per session. File inline and continue — don't stop the workflow. Tell user: "Filed gstack field report: {title}"
Completion Status Protocol
When completing a skill workflow, report status using one of:
- DONE — All steps completed successfully. Evidence provided for each claim.
- DONE_WITH_CONCERNS — Completed, but with issues the user should know about. List each concern.
- BLOCKED — Cannot proceed. State what is blocking and what was tried.
- NEEDS_CONTEXT — Missing information required to continue. State exactly what you need.
Escalation
It is always OK to stop and say "this is too hard for me" or "I'm not confident in this result."
Bad work is worse than no work. You will not be penalized for escalating.
- If you have attempted a task 3 times without success, STOP and escalate.
- If you are uncertain about a security-sensitive change, STOP and escalate.
- If the scope of work exceeds what you can verify, STOP and escalate.
Escalation format:
STATUS: BLOCKED | NEEDS_CONTEXT
REASON: [1-2 sentences]
ATTEMPTED: [what you tried]
RECOMMENDATION: [what the user should do next]
Telemetry (run last)
After the skill workflow completes (success, error, or abort), log the telemetry event.
Determine the skill name from the name: field in this file's YAML frontmatter.
Determine the outcome from the workflow result (success if completed normally, error
if it failed, abort if the user interrupted).
PLAN MODE EXCEPTION — ALWAYS RUN: This command writes telemetry to
~/.gstack/analytics/ (user config directory, not project files). The skill
preamble already writes to the same directory — this is the same pattern.
Skipping this command loses session duration and outcome data.
Run this bash:
_TEL_END=$(date +%s)
_TEL_DUR=$(( _TEL_END - _TEL_START ))
rm -f ~/.gstack/analytics/.pending-"$_SESSION_ID" 2>/dev/null || true
~/.claude/skills/gstack/bin/gstack-telemetry-log \
--skill "SKILL_NAME" --duration "$_TEL_DUR" --outcome "OUTCOME" \
--used-browse "USED_BROWSE" --session-id "$_SESSION_ID" 2>/dev/null &
Replace SKILL_NAME with the actual skill name from frontmatter, OUTCOME with
success/error/abort, and USED_BROWSE with true/false based on whether $B was used.
If you cannot determine the outcome, use "unknown". This runs in the background and
never blocks the user.
Step 0: Detect base branch
Determine which branch this PR targets. Use the result as "the base branch" in all subsequent steps.
Check if a PR already exists for this branch:
gh pr view --json baseRefName -q .baseRefNameIf this succeeds, use the printed branch name as the base branch.If no PR exists (command fails), detect the repo's default branch:
gh repo view --json defaultBranchRef -q .defaultBranchRef.nameIf both commands fail, fall back to
main.
Print the detected base branch name. In every subsequent git diff, git log,
git fetch, git merge, and gh pr create command, substitute the detected
branch name wherever the instructions say "the base branch."
Ship: Fully Automated Ship Workflow
You are running the /ship workflow. This is a non-interactive, fully automated workflow. Do NOT ask for confirmation at any step. The user said /ship which means DO IT. Run straight through and output the PR URL at the end.
Only stop for:
- On the base branch (abort)
- Merge conflicts that can't be auto-resolved (stop, show conflicts)
- In-branch test failures (pre-existing failures are triaged, not auto-blocking)
- Pre-landing review finds ASK items that need user judgment
- MINOR or MAJOR version bump needed (ask — see Step 4)
- Greptile review comments that need user decision (complex fixes, false positives)
- TODOS.md missing and user wants to create one (ask — see Step 5.5)
- TODOS.md disorganized and user wants to reorganize (ask — see Step 5.5)
Never stop for:
- Uncommitted changes (always include them)
- Version bump choice (auto-pick MICRO or PATCH — see Step 4)
- CHANGELOG content (auto-generate from diff)
- Commit message approval (auto-commit)
- Multi-file changesets (auto-split into bisectable commits)
- TODOS.md completed-item detection (auto-mark)
- Auto-fixable review findings (dead code, N+1, stale comments — fixed automatically)
- Test coverage gaps (auto-generate and commit, or flag in PR body)
Step 1: Pre-flight
Check the current branch. If on the base branch or the repo's default branch, abort: "You're on the base branch. Ship from a feature branch."
Run
git status(never use-uall). Uncommitted changes are always included — no need to ask.Run
git diff <base>...HEAD --statandgit log <base>..HEAD --onelineto understand what's being shipped.Check review readiness:
Review Readiness Dashboard
After completing the review, read the review log and config to display the dashboard.
~/.claude/skills/gstack/bin/gstack-review-read
Parse the output. Find the most recent entry for each skill (plan-ceo-review, plan-eng-review, plan-design-review, design-review-lite, adversarial-review, codex-review). Ignore entries with timestamps older than 7 days. For the Adversarial row, show whichever is more recent between adversarial-review (new auto-scaled) and codex-review (legacy). For Design Review, show whichever is more recent between plan-design-review (full visual audit) and design-review-lite (code-level check). Append "(FULL)" or "(LITE)" to the status to distinguish. Display:
+====================================================================+
| REVIEW READINESS DASHBOARD |
+====================================================================+
| Review | Runs | Last Run | Status | Required |
|-----------------|------|---------------------|-----------|----------|
| Eng Review | 1 | 2026-03-16 15:00 | CLEAR | YES |
| CEO Review | 0 | — | — | no |
| Design Review | 0 | — | — | no |
| Adversarial | 0 | — | — | no |
+--------------------------------------------------------------------+
| VERDICT: CLEARED — Eng Review passed |
+====================================================================+
Review tiers:
- Eng Review (required by default): The only review that gates shipping. Covers architecture, code quality, tests, performance. Can be disabled globally with `gstack-config set skip_eng_review true` (the "don't bother me" setting).
- CEO Review (optional): Use your judgment. Recommend it for big product/business changes, new user-facing features, or scope decisions. Skip for bug fixes, refactors, infra, and cleanup.
- Design Review (optional): Use your judgment. Recommend it for UI/UX changes. Skip for backend-only, infra, or prompt-only changes.
- Adversarial Review (automatic): Auto-scales by diff size. Small diffs (<50 lines) skip adversarial. Medium diffs (50–199) get cross-model adversarial. Large diffs (200+) get all 4 passes: Claude structured, Codex structured, Claude adversarial subagent, Codex adversarial. No configuration needed.
Verdict logic:
- CLEARED: Eng Review has >= 1 entry within 7 days with status "clean" (or `skip_eng_review` is `true`)
- NOT CLEARED: Eng Review missing, stale (>7 days), or has open issues
- CEO, Design, and Codex reviews are shown for context but never block shipping
- If `skip_eng_review` config is `true`, Eng Review shows "SKIPPED (global)" and verdict is CLEARED
Staleness detection: After displaying the dashboard, check if any existing reviews may be stale:
- Parse the `---HEAD---` section from the bash output to get the current HEAD commit hash
- For each review entry that has a `commit` field: compare it against the current HEAD. If different, count elapsed commits: `git rev-list --count STORED_COMMIT..HEAD`. Display: "Note: {skill} review from {date} may be stale — {N} commits since review"
- For entries without a `commit` field (legacy entries): display "Note: {skill} review from {date} has no commit tracking — consider re-running for accurate staleness detection"
- If all reviews match the current HEAD, do not display any staleness notes
If the Eng Review is NOT "CLEAR":
Check for a prior override on this branch:
source <(~/.claude/skills/gstack/bin/gstack-slug 2>/dev/null) grep '"skill":"ship-review-override"' ~/.gstack/projects/$SLUG/$BRANCH-reviews.jsonl 2>/dev/null || echo "NO_OVERRIDE"If an override exists, display the dashboard and note "Review gate previously accepted — continuing." Do NOT ask again.
If no override exists, use AskUserQuestion:
- Show that Eng Review is missing or has open issues
- RECOMMENDATION: Choose C if the change is obviously trivial (< 20 lines, typo fix, config-only); Choose B for larger changes
- Options: A) Ship anyway B) Abort — run /plan-eng-review first C) Change is too small to need eng review
- If CEO Review is missing, mention as informational ("CEO Review not run — recommended for product changes") but do NOT block
- For Design Review: run
source <(~/.claude/skills/gstack/bin/gstack-diff-scope <base> 2>/dev/null). IfSCOPE_FRONTEND=trueand no design review (plan-design-review or design-review-lite) exists in the dashboard, mention: "Design Review not run — this PR changes frontend code. The lite design check will run automatically in Step 3.5, but consider running /design-review for a full visual audit post-implementation." Still never block.
If the user chooses A or C, persist the decision so future
/shipruns on this branch skip the gate:source <(~/.claude/skills/gstack/bin/gstack-slug 2>/dev/null) echo '{"skill":"ship-review-override","timestamp":"'"$(date -u +%Y-%m-%dT%H:%M:%SZ)"'","decision":"USER_CHOICE"}' >> ~/.gstack/projects/$SLUG/$BRANCH-reviews.jsonlSubstitute USER_CHOICE with "ship_anyway" or "not_relevant".
Step 2: Merge the base branch (BEFORE tests)
Fetch and merge the base branch into the feature branch so tests run against the merged state:
git fetch origin <base> && git merge origin/<base> --no-edit
If there are merge conflicts: Try to auto-resolve if they are simple (VERSION, schema.rb, CHANGELOG ordering). If conflicts are complex or ambiguous, STOP and show them.
If already up to date: Continue silently.
Step 2.5: Test Framework Bootstrap
Test Framework Bootstrap
Detect existing test framework and project runtime:
# Detect project runtime
[ -f Gemfile ] && echo "RUNTIME:ruby"
[ -f package.json ] && echo "RUNTIME:node"
[ -f requirements.txt ] || [ -f pyproject.toml ] && echo "RUNTIME:python"
[ -f go.mod ] && echo "RUNTIME:go"
[ -f Cargo.toml ] && echo "RUNTIME:rust"
[ -f composer.json ] && echo "RUNTIME:php"
[ -f mix.exs ] && echo "RUNTIME:elixir"
# Detect sub-frameworks
[ -f Gemfile ] && grep -q "rails" Gemfile 2>/dev/null && echo "FRAMEWORK:rails"
[ -f package.json ] && grep -q '"next"' package.json 2>/dev/null && echo "FRAMEWORK:nextjs"
# Check for existing test infrastructure
ls jest.config.* vitest.config.* playwright.config.* .rspec pytest.ini pyproject.toml phpunit.xml 2>/dev/null
ls -d test/ tests/ spec/ __tests__/ cypress/ e2e/ 2>/dev/null
# Check opt-out marker
[ -f .gstack/no-test-bootstrap ] && echo "BOOTSTRAP_DECLINED"
If test framework detected (config files or test directories found): Print "Test framework detected: {name} ({N} existing tests). Skipping bootstrap." Read 2-3 existing test files to learn conventions (naming, imports, assertion style, setup patterns). Store conventions as prose context for use in Phase 8e.5 or Step 3.4. Skip the rest of bootstrap.
If BOOTSTRAP_DECLINED appears: Print "Test bootstrap previously declined — skipping." Skip the rest of bootstrap.
If NO runtime detected (no config files found): Use AskUserQuestion:
"I couldn't detect your project's language. What runtime are you using?"
Options: A) Node.js/TypeScript B) Ruby/Rails C) Python D) Go E) Rust F) PHP G) Elixir H) This project doesn't need tests.
If user picks H → write .gstack/no-test-bootstrap and continue without tests.
If runtime detected but no test framework — bootstrap:
B2. Research best practices
Use WebSearch to find current best practices for the detected runtime:
"[runtime] best test framework 2025 2026""[framework A] vs [framework B] comparison"
If WebSearch is unavailable, use this built-in knowledge table:
| Runtime | Primary recommendation | Alternative |
|---|---|---|
| Ruby/Rails | minitest + fixtures + capybara | rspec + factory_bot + shoulda-matchers |
| Node.js | vitest + @testing-library | jest + @testing-library |
| Next.js | vitest + @testing-library/react + playwright | jest + cypress |
| Python | pytest + pytest-cov | unittest |
| Go | stdlib testing + testify | stdlib only |
| Rust | cargo test (built-in) + mockall | — |
| PHP | phpunit + mockery | pest |
| Elixir | ExUnit (built-in) + ex_machina | — |
B3. Framework selection
Use AskUserQuestion: "I detected this is a [Runtime/Framework] project with no test framework. I researched current best practices. Here are the options: A) [Primary] — [rationale]. Includes: [packages]. Supports: unit, integration, smoke, e2e B) [Alternative] — [rationale]. Includes: [packages] C) Skip — don't set up testing right now RECOMMENDATION: Choose A because [reason based on project context]"
If user picks C → write .gstack/no-test-bootstrap. Tell user: "If you change your mind later, delete .gstack/no-test-bootstrap and re-run." Continue without tests.
If multiple runtimes detected (monorepo) → ask which runtime to set up first, with option to do both sequentially.
B4. Install and configure
- Install the chosen packages (npm/bun/gem/pip/etc.)
- Create minimal config file
- Create directory structure (test/, spec/, etc.)
- Create one example test matching the project's code to verify setup works
If package installation fails → debug once. If still failing → revert with git checkout -- package.json package-lock.json (or equivalent for the runtime). Warn user and continue without tests.
B4.5. First real tests
Generate 3-5 real tests for existing code:
- Find recently changed files:
git log --since=30.days --name-only --format="" | sort | uniq -c | sort -rn | head -10 - Prioritize by risk: Error handlers > business logic with conditionals > API endpoints > pure functions
- For each file: Write one test that tests real behavior with meaningful assertions. Never
expect(x).toBeDefined()— test what the code DOES. - Run each test. Passes → keep. Fails → fix once. Still fails → delete silently.
- Generate at least 1 test, cap at 5.
Never import secrets, API keys, or credentials in test files. Use environment variables or test fixtures.
B5. Verify
# Run the full test suite to confirm everything works
{detected test command}
If tests fail → debug once. If still failing → revert all bootstrap changes and warn user.
B5.5. CI/CD pipeline
# Check CI provider
ls -d .github/ 2>/dev/null && echo "CI:github"
ls .gitlab-ci.yml .circleci/ bitrise.yml 2>/dev/null
If .github/ exists (or no CI detected — default to GitHub Actions):
Create .github/workflows/test.yml with:
runs-on: ubuntu-latest- Appropriate setup action for the runtime (setup-node, setup-ruby, setup-python, etc.)
- The same test command verified in B5
- Trigger: push + pull_request
If non-GitHub CI detected → skip CI generation with note: "Detected {provider} — CI pipeline generation supports GitHub Actions only. Add test step to your existing pipeline manually."
B6. Create TESTING.md
First check: If TESTING.md already exists → read it and update/append rather than overwriting. Never destroy existing content.
Write TESTING.md with:
- Philosophy: "100% test coverage is the key to great vibe coding. Tests let you move fast, trust your instincts, and ship with confidence — without them, vibe coding is just yolo coding. With tests, it's a superpower."
- Framework name and version
- How to run tests (the verified command from B5)
- Test layers: Unit tests (what, where, when), Integration tests, Smoke tests, E2E tests
- Conventions: file naming, assertion style, setup/teardown patterns
B7. Update CLAUDE.md
First check: If CLAUDE.md already has a ## Testing section → skip. Don't duplicate.
Append a ## Testing section:
- Run command and test directory
- Reference to TESTING.md
- Test expectations:
- 100% test coverage is the goal — tests make vibe coding safe
- When writing new functions, write a corresponding test
- When fixing a bug, write a regression test
- When adding error handling, write a test that triggers the error
- When adding a conditional (if/else, switch), write tests for BOTH paths
- Never commit code that makes existing tests fail
B8. Commit
git status --porcelain
Only commit if there are changes. Stage all bootstrap files (config, test directory, TESTING.md, CLAUDE.md, .github/workflows/test.yml if created):
git commit -m "chore: bootstrap test framework ({framework name})"
Step 3: Run tests (on merged code)
Do NOT run RAILS_ENV=test bin/rails db:migrate — bin/test-lane already calls
db:test:prepare internally, which loads the schema into the correct lane database.
Running bare test migrations without INSTANCE hits an orphan DB and corrupts structure.sql.
Run both test suites in parallel:
bin/test-lane 2>&1 | tee /tmp/ship_tests.txt &
npm run test 2>&1 | tee /tmp/ship_vitest.txt &
wait
After both complete, read the output files and check pass/fail.
If any test fails: Do NOT immediately stop. Apply the Test Failure Ownership Triage:
Test Failure Ownership Triage
When tests fail, do NOT immediately stop. First, determine ownership:
Step T1: Classify each failure
For each failing test:
Get the files changed on this branch:
git diff origin/<base>...HEAD --name-onlyClassify the failure:
- In-branch if: the failing test file itself was modified on this branch, OR the test output references code that was changed on this branch, OR you can trace the failure to a change in the branch diff.
- Likely pre-existing if: neither the test file nor the code it tests was modified on this branch, AND the failure is unrelated to any branch change you can identify.
- When ambiguous, default to in-branch. It is safer to stop the developer than to let a broken test ship. Only classify as pre-existing when you are confident.
This classification is heuristic — use your judgment reading the diff and the test output. You do not have a programmatic dependency graph.
Step T2: Handle in-branch failures
STOP. These are your failures. Show them and do not proceed. The developer must fix their own broken tests before shipping.
Step T3: Handle pre-existing failures
Check REPO_MODE from the preamble output.
If REPO_MODE is solo:
Use AskUserQuestion:
These test failures appear pre-existing (not caused by your branch changes):
[list each failure with file:line and brief error description]
Since this is a solo repo, you're the only one who will fix these.
RECOMMENDATION: Choose A — fix now while the context is fresh. Completeness: 9/10. A) Investigate and fix now (human: ~2-4h / CC: ~15min) — Completeness: 10/10 B) Add as P0 TODO — fix after this branch lands — Completeness: 7/10 C) Skip — I know about this, ship anyway — Completeness: 3/10
If REPO_MODE is collaborative or unknown:
Use AskUserQuestion:
These test failures appear pre-existing (not caused by your branch changes):
[list each failure with file:line and brief error description]
This is a collaborative repo — these may be someone else's responsibility.
RECOMMENDATION: Choose B — assign it to whoever broke it so the right person fixes it. Completeness: 9/10. A) Investigate and fix now anyway — Completeness: 10/10 B) Blame + assign GitHub issue to the author — Completeness: 9/10 C) Add as P0 TODO — Completeness: 7/10 D) Skip — ship anyway — Completeness: 3/10
Step T4: Execute the chosen action
If "Investigate and fix now":
- Switch to /investigate mindset: root cause first, then minimal fix.
- Fix the pre-existing failure.
- Commit the fix separately from the branch's changes:
git commit -m "fix: pre-existing test failure in <test-file>" - Continue with the workflow.
If "Add as P0 TODO":
- If
TODOS.mdexists, add the entry following the format inreview/TODOS-format.md(or.claude/skills/review/TODOS-format.md). - If
TODOS.mddoes not exist, create it with the standard header and add the entry. - Entry should include: title, the error output, which branch it was noticed on, and priority P0.
- Continue with the workflow — treat the pre-existing failure as non-blocking.
If "Blame + assign GitHub issue" (collaborative only):
- Find who likely broke it. Check BOTH the test file AND the production code it tests:
If these are different people, prefer the production code author — they likely introduced the regression.# Who last touched the failing test? git log --format="%an (%ae)" -1 -- <failing-test-file> # Who last touched the production code the test covers? (often the actual breaker) git log --format="%an (%ae)" -1 -- <source-file-under-test> - Create a GitHub issue assigned to that person:
gh issue create \ --title "Pre-existing test failure: <test-name>" \ --body "Found failing on branch <current-branch>. Failure is pre-existing.\n\n**Error:**\n```\n<first 10 lines>\n```\n\n**Last modified by:** <author>\n**Noticed by:** gstack /ship on <date>" \ --assignee "<github-username>" - If
ghis not available or--assigneefails (user not in org, etc.), create the issue without assignee and note who should look at it in the body. - Continue with the workflow.
If "Skip":
- Continue with the workflow.
- Note in output: "Pre-existing test failure skipped: "
After triage: If any in-branch failures remain unfixed, STOP. Do not proceed. If all failures were pre-existing and handled (fixed, TODOed, assigned, or skipped), continue to Step 3.25.
If all pass: Continue silently — just note the counts briefly.
Step 3.25: Eval Suites (conditional)
Evals are mandatory when prompt-related files change. Skip this step entirely if no prompt files are in the diff.
1. Check if the diff touches prompt-related files:
git diff origin/<base> --name-only
Match against these patterns (from CLAUDE.md):
app/services/*_prompt_builder.rbapp/services/*_generation_service.rb,*_writer_service.rb,*_designer_service.rbapp/services/*_evaluator.rb,*_scorer.rb,*_classifier_service.rb,*_analyzer.rbapp/services/concerns/*voice*.rb,*writing*.rb,*prompt*.rb,*token*.rbapp/services/chat_tools/*.rb,app/services/x_thread_tools/*.rbconfig/system_prompts/*.txttest/evals/**/*(eval infrastructure changes affect all suites)
If no matches: Print "No prompt-related files changed — skipping evals." and continue to Step 3.5.
2. Identify affected eval suites:
Each eval runner (test/evals/*_eval_runner.rb) declares PROMPT_SOURCE_FILES listing which source files affect it. Grep these to find which suites match the changed files:
grep -l "changed_file_basename" test/evals/*_eval_runner.rb
Map runner → test file: post_generation_eval_runner.rb → post_generation_eval_test.rb.
Special cases:
- Changes to
test/evals/judges/*.rb,test/evals/support/*.rb, ortest/evals/fixtures/affect ALL suites that use those judges/support files. Check imports in the eval test files to determine which. - Changes to
config/system_prompts/*.txt— grep eval runners for the prompt filename to find affected suites. - If unsure which suites are affected, run ALL suites that could plausibly be impacted. Over-testing is better than missing a regression.
3. Run affected suites at EVAL_JUDGE_TIER=full:
/ship is a pre-merge gate, so always use full tier (Sonnet structural + Opus persona judges).
EVAL_JUDGE_TIER=full EVAL_VERBOSE=1 bin/test-lane --eval test/evals/<suite>_eval_test.rb 2>&1 | tee /tmp/ship_evals.txt
If multiple suites need to run, run them sequentially (each needs a test lane). If the first suite fails, stop immediately — don't burn API cost on remaining suites.
4. Check results:
- If any eval fails: Show the failures, the cost dashboard, and STOP. Do not proceed.
- If all pass: Note pass counts and cost. Continue to Step 3.5.
5. Save eval output — include eval results and cost dashboard in the PR body (Step 8).
Tier reference (for context — /ship always uses full):
| Tier | When | Speed (cached) | Cost |
|---|---|---|---|
fast (Haiku) |
Dev iteration, smoke tests | ~5s (14x faster) | ~$0.07/run |
standard (Sonnet) |
Default dev, bin/test-lane --eval |
~17s (4x faster) | ~$0.37/run |
full (Opus persona) |
/ship and pre-merge |
~72s (baseline) | ~$1.27/run |
Step 3.4: Test Coverage Audit
100% coverage is the goal — every untested path is a path where bugs hide and vibe coding becomes yolo coding. Evaluate what was ACTUALLY coded (from the diff), not what was planned.
Test Framework Detection
Before analyzing coverage, detect the project's test framework:
- Read CLAUDE.md — look for a
## Testingsection with test command and framework name. If found, use that as the authoritative source. - If CLAUDE.md has no testing section, auto-detect:
# Detect project runtime
[ -f Gemfile ] && echo "RUNTIME:ruby"
[ -f package.json ] && echo "RUNTIME:node"
[ -f requirements.txt ] || [ -f pyproject.toml ] && echo "RUNTIME:python"
[ -f go.mod ] && echo "RUNTIME:go"
[ -f Cargo.toml ] && echo "RUNTIME:rust"
# Check for existing test infrastructure
ls jest.config.* vitest.config.* playwright.config.* cypress.config.* .rspec pytest.ini phpunit.xml 2>/dev/null
ls -d test/ tests/ spec/ __tests__/ cypress/ e2e/ 2>/dev/null
- If no framework detected: falls through to the Test Framework Bootstrap step (Step 2.5) which handles full setup.
0. Before/after test count:
# Count test files before any generation
find . -name '*.test.*' -o -name '*.spec.*' -o -name '*_test.*' -o -name '*_spec.*' | grep -v node_modules | wc -l
Store this number for the PR body.
1. Trace every codepath changed using git diff origin/<base>...HEAD:
Read every changed file. For each one, trace how data flows through the code — don't just list functions, actually follow the execution:
- Read the diff. For each changed file, read the full file (not just the diff hunk) to understand context.
- Trace data flow. Starting from each entry point (route handler, exported function, event listener, component render), follow the data through every branch:
- Where does input come from? (request params, props, database, API call)
- What transforms it? (validation, mapping, computation)
- Where does it go? (database write, API response, rendered output, side effect)
- What can go wrong at each step? (null/undefined, invalid input, network failure, empty collection)
- Diagram the execution. For each changed file, draw an ASCII diagram showing:
- Every function/method that was added or modified
- Every conditional branch (if/else, switch, ternary, guard clause, early return)
- Every error path (try/catch, rescue, error boundary, fallback)
- Every call to another funct
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