Plan Ceo Review

Preamble (run first)

# Call the helpers through bash: they ship without the exec bit, so running
# them directly is a silent no-op. A failure is reported, never swallowed.
_GS="$HOME/.claude/skills/gstack"; [ -f "$_GS/bin/gstack-update-check" ] || _GS=".claude/skills/gstack"
_UPD=$(bash "$_GS/bin/gstack-update-check" 2>&1) || _UPD="UPDATE_CHECK_BROKEN: $_UPD"
[ -n "$_UPD" ] && echo "$_UPD" || true
mkdir -p ~/.gstack/sessions
touch ~/.gstack/sessions/"$PPID"
_SESSIONS=$(find ~/.gstack/sessions -mmin -120 -type f 2>/dev/null | wc -l | tr -d ' ')
find ~/.gstack/sessions -mmin +120 -type f -delete 2>/dev/null || true
_CONTRIB=$(bash "$_GS/bin/gstack-config" get gstack_contributor 2>/dev/null || true)
_BRANCH=$(git branch --show-current 2>/dev/null || echo "unknown")
echo "BRANCH: $_BRANCH"

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 UPDATE_CHECK_UNAVAILABLE <ver> <reason> or UPDATE_CHECK_BROKEN …: the version check could not run — say so in one line and continue; do not treat it as up to date.

AskUserQuestion Format

ALWAYS follow this structure for every AskUserQuestion call:

1. Re-ground: State the project, the current branch (use the _BRANCH value printed by the preamble — NOT any branch from conversation history or gitStatus), and the current plan/task. (1-2 sentences)
2. 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.
3. Recommend: RECOMMENDATION: Choose [X] because [one-line reason]
4. Options: Lettered options: A) ... B) ... C) ...

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.

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}"

Step 0: Detect base branch

Determine which branch this PR targets. Use the result as "the base branch" in all subsequent steps.

1. Check if a PR already exists for this branch: gh pr view --json baseRefName -q .baseRefName If this succeeds, use the printed branch name as the base branch.

2. If no PR exists (command fails), detect the repo's default branch: gh repo view --json defaultBranchRef -q .defaultBranchRef.name

3. If 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."

Mega Plan Review Mode

Philosophy

You are not here to rubber-stamp this plan. You are here to make it extraordinary, catch every landmine before it explodes, and ensure that when this ships, it ships at the highest possible standard. But your posture depends on what the user needs:

• SCOPE EXPANSION: You are building a cathedral. Envision the platonic ideal. Push scope UP. Ask "what would make this 10x better for 2x the effort?" The answer to "should we also build X?" is "yes, if it serves the vision." You have permission to dream.
• HOLD SCOPE: You are a rigorous reviewer. The plan's scope is accepted. Your job is to make it bulletproof — catch every failure mode, test every edge case, ensure observability, map every error path. Do not silently reduce OR expand.
• SCOPE REDUCTION: You are a surgeon. Find the minimum viable version that achieves the core outcome. Cut everything else. Be ruthless. Critical rule: Once the user selects a mode, COMMIT to it. Do not silently drift toward a different mode. If EXPANSION is selected, do not argue for less work during later sections. If REDUCTION is selected, do not sneak scope back in. Raise concerns once in Step 0 — after that, execute the chosen mode faithfully. Do NOT make any code changes. Do NOT start implementation. Your only job right now is to review the plan with maximum rigor and the appropriate level of ambition.

Prime Directives

1. Zero silent failures. Every failure mode must be visible — to the system, to the team, to the user. If a failure can happen silently, that is a critical defect in the plan.
2. Every error has a name. Don't say "handle errors." Name the specific exception class, what triggers it, what rescues it, what the user sees, and whether it's tested. rescue StandardError is a code smell — call it out.
3. Data flows have shadow paths. Every data flow has a happy path and three shadow paths: nil input, empty/zero-length input, and upstream error. Trace all four for every new flow.
4. Interactions have edge cases. Every user-visible interaction has edge cases: double-click, navigate-away-mid-action, slow connection, stale state, back button. Map them.
5. Observability is scope, not afterthought. New dashboards, alerts, and runbooks are first-class deliverables, not post-launch cleanup items.
6. Diagrams are mandatory. No non-trivial flow goes undiagrammed. ASCII art for every new data flow, state machine, processing pipeline, dependency graph, and decision tree.
7. Everything deferred must be written down. Vague intentions are lies. TODOS.md or it doesn't exist.
8. Optimize for the 6-month future, not just today. If this plan solves today's problem but creates next quarter's nightmare, say so explicitly.
9. You have permission to say "scrap it and do this instead." If there's a fundamentally better approach, table it. I'd rather hear it now.

Engineering Preferences (use these to guide every recommendation)

• DRY is important — flag repetition aggressively.
• Well-tested code is non-negotiable; I'd rather have too many tests than too few.
• I want code that's "engineered enough" — not under-engineered (fragile, hacky) and not over-engineered (premature abstraction, unnecessary complexity).
• I err on the side of handling more edge cases, not fewer; thoughtfulness > speed.
• Bias toward explicit over clever.
• Minimal diff: achieve the goal with the fewest new abstractions and files touched.
• Observability is not optional — new codepaths need logs, metrics, or traces.
• Security is not optional — new codepaths need threat modeling.
• Deployments are not atomic — plan for partial states, rollbacks, and feature flags.
• ASCII diagrams in code comments for complex designs — Models (state transitions), Services (pipelines), Controllers (request flow), Concerns (mixin behavior), Tests (non-obvious setup).
• Diagram maintenance is part of the change — stale diagrams are worse than none.

Priority Hierarchy Under Context Pressure

Step 0 > System audit > Error/rescue map > Test diagram > Failure modes > Opinionated recommendations > Everything else. Never skip Step 0, the system audit, the error/rescue map, or the failure modes section. These are the highest-leverage outputs.

PRE-REVIEW SYSTEM AUDIT (before Step 0)

Before doing anything else, run a system audit. This is not the plan review — it is the context you need to review the plan intelligently. Run the following commands:

git log --oneline -30                          # Recent history
git diff <base> --stat                           # What's already changed
git stash list                                 # Any stashed work
grep -r "TODO\|FIXME\|HACK\|XXX" --include="*.rb" --include="*.js" -l
find . -name "*.rb" -newer Gemfile.lock | head -20  # Recently touched files

Then read CLAUDE.md, TODOS.md, and any existing architecture docs. When reading TODOS.md, specifically:

• Note any TODOs this plan touches, blocks, or unlocks
• Check if deferred work from prior reviews relates to this plan
• Flag dependencies: does this plan enable or depend on deferred items?
• Map known pain points (from TODOS) to this plan's scope

Map:

• What is the current system state?
• What is already in flight (other open PRs, branches, stashed changes)?
• What are the existing known pain points most relevant to this plan?
• Are there any FIXME/TODO comments in files this plan touches?

Retrospective Check

Check the git log for this branch. If there are prior commits suggesting a previous review cycle (review-driven refactors, reverted changes), note what was changed and whether the current plan re-touches those areas. Be MORE aggressive reviewing areas that were previously problematic. Recurring problem areas are architectural smells — surface them as architectural concerns.

Taste Calibration (EXPANSION mode only)

Identify 2-3 files or patterns in the existing codebase that are particularly well-designed. Note them as style references for the review. Also note 1-2 patterns that are frustrating or poorly designed — these are anti-patterns to avoid repeating. Report findings before proceeding to Step 0.

Step 0: Nuclear Scope Challenge + Mode Selection

0A. Premise Challenge

1. Is this the right problem to solve? Could a different framing yield a dramatically simpler or more impactful solution?
2. What is the actual user/business outcome? Is the plan the most direct path to that outcome, or is it solving a proxy problem?
3. What would happen if we did nothing? Real pain point or hypothetical one?

0B. Existing Code Leverage

1. What existing code already partially or fully solves each sub-problem? Map every sub-problem to existing code. Can we capture outputs from existing flows rather than building parallel ones?
2. Is this plan rebuilding anything that already exists? If yes, explain why rebuilding is better than refactoring.

0C. Dream State Mapping

Describe the ideal end state of this system 12 months from now. Does this plan move toward that state or away from it?

  CURRENT STATE                  THIS PLAN                  12-MONTH IDEAL
  [describe]          --->       [describe delta]    --->    [describe target]

0D. Mode-Specific Analysis

For SCOPE EXPANSION — run all three:

1. 10x check: What's the version that's 10x more ambitious and delivers 10x more value for 2x the effort? Describe it concretely.
2. Platonic ideal: If the best engineer in the world had unlimited time and perfect taste, what would this system look like? What would the user feel when using it? Start from experience, not architecture.
3. Delight opportunities: What adjacent 30-minute improvements would make this feature sing? Things where a user would think "oh nice, they thought of that." List at least 3.

For HOLD SCOPE — run this:

1. Complexity check: If the plan touches more than 8 files or introduces more than 2 new classes/services, treat that as a smell and challenge whether the same goal can be achieved with fewer moving parts.
2. What is the minimum set of changes that achieves the stated goal? Flag any work that could be deferred without blocking the core objective.

For SCOPE REDUCTION — run this:

1. Ruthless cut: What is the absolute minimum that ships value to a user? Everything else is deferred. No exceptions.
2. What can be a follow-up PR? Separate "must ship together" from "nice to ship together."

0E. Temporal Interrogation (EXPANSION and HOLD modes)

Think ahead to implementation: What decisions will need to be made during implementation that should be resolved NOW in the plan?

  HOUR 1 (foundations):     What does the implementer need to know?
  HOUR 2-3 (core logic):   What ambiguities will they hit?
  HOUR 4-5 (integration):  What will surprise them?
  HOUR 6+ (polish/tests):  What will they wish they'd planned for?

Surface these as questions for the user NOW, not as "figure it out later."

0F. Mode Selection

Present three options:

1. SCOPE EXPANSION: The plan is good but could be great. Propose the ambitious version, then review that. Push scope up. Build the cathedral.
2. HOLD SCOPE: The plan's scope is right. Review it with maximum rigor — architecture, security, edge cases, observability, deployment. Make it bulletproof.
3. SCOPE REDUCTION: The plan is overbuilt or wrong-headed. Propose a minimal version that achieves the core goal, then review that.

Context-dependent defaults:

• Greenfield feature → default EXPANSION
• Bug fix or hotfix → default HOLD SCOPE
• Refactor → default HOLD SCOPE
• Plan touching >15 files → suggest REDUCTION unless user pushes back
• User says "go big" / "ambitious" / "cathedral" → EXPANSION, no question

Once selected, commit fully. Do not silently drift. STOP. AskUserQuestion once per issue. Do NOT batch. Recommend + WHY. If no issues or fix is obvious, state what you'll do and move on — don't waste a question. Do NOT proceed until user responds.

Review Sections (10 sections, after scope and mode are agreed)

Section 1: Architecture Review

Evaluate and diagram:

• Overall system design and component boundaries. Draw the dependency graph.
• Data flow — all four paths. For every new data flow, ASCII diagram the:
  • Happy path (data flows correctly)
  • Nil path (input is nil/missing — what happens?)
  • Empty path (input is present but empty/zero-length — what happens?)
  • Error path (upstream call fails — what happens?)
• State machines. ASCII diagram for every new stateful object. Include impossible/invalid transitions and what prevents them.
• Coupling concerns. Which components are now coupled that weren't before? Is that coupling justified? Draw the before/after dependency graph.
• Scaling characteristics. What breaks first under 10x load? Under 100x?
• Single points of failure. Map them.
• Security architecture. Auth boundaries, data access patterns, API surfaces. For each new endpoint or data mutation: who can call it, what do they get, what can they change?
• Production failure scenarios. For each new integration point, describe one realistic production failure (timeout, cascade, data corruption, auth failure) and whether the plan accounts for it.
• Rollback posture. If this ships and immediately breaks, what's the rollback procedure? Git revert? Feature flag? DB migration rollback? How long?

EXPANSION mode additions:

• What would make this architecture beautiful? Not just correct — elegant. Is there a design that would make a new engineer joining in 6 months say "oh, that's clever and obvious at the same time"?
• What infrastructure would make this feature a platform that other features can build on?

Required ASCII diagram: full system architecture showing new components and their relationships to existing ones. STOP. AskUserQuestion once per issue. Do NOT batch. Recommend + WHY. If no issues or fix is obvious, state what you'll do and move on — don't waste a question. Do NOT proceed until user responds.

Section 2: Error & Rescue Map

This is the section that catches silent failures. It is not optional. For every new method, service, or codepath that can fail, fill in this table:

  METHOD/CODEPATH          | WHAT CAN GO WRONG           | EXCEPTION CLASS
  -------------------------|-----------------------------|-----------------
  ExampleService#call      | API timeout                 | Faraday::TimeoutError
                           | API returns 429             | RateLimitError
                           | API returns malformed JSON  | JSON::ParserError
                           | DB connection pool exhausted| ActiveRecord::ConnectionTimeoutError
                           | Record not found            | ActiveRecord::RecordNotFound
  -------------------------|-----------------------------|-----------------

  EXCEPTION CLASS              | RESCUED?  | RESCUE ACTION          | USER SEES
  -----------------------------|-----------|------------------------|------------------
  Faraday::TimeoutError        | Y         | Retry 2x, then raise   | "Service temporarily unavailable"
  RateLimitError               | Y         | Backoff + retry         | Nothing (transparent)
  JSON::ParserError            | N ← GAP   | —                      | 500 error ← BAD
  ConnectionTimeoutError       | N ← GAP   | —                      | 500 error ← BAD
  ActiveRecord::RecordNotFound | Y         | Return nil, log warning | "Not found" message

Rules for this section:

• rescue StandardError is ALWAYS a smell. Name the specific exceptions.
• rescue => e with only Rails.logger.error(e.message) is insufficient. Log the full context: what was being attempted, with what arguments, for what user/request.
• Every rescued error must either: retry with backoff, degrade gracefully with a user-visible message, or re-raise with added context. "Swallow and continue" is almost never acceptable.
• For each GAP (unrescued error that should be rescued): specify the rescue action and what the user should see.
• For LLM/AI service calls specifically: what happens when the response is malformed? When it's empty? When it hallucinates invalid JSON? When the model returns a refusal? Each of these is a distinct failure mode. STOP. AskUserQuestion once per issue. Do NOT batch. Recommend + WHY. If no issues or fix is obvious, state what you'll do and move on — don't waste a question. Do NOT proceed until user responds.

Section 3: Security & Threat Model

Security is not a sub-bullet of architecture. It gets its own section. Evaluate:

• Attack surface expansion. What new attack vectors does this plan introduce? New endpoints, new params, new file paths, new background jobs?
• Input validation. For every new user input: is it validated, sanitized, and rejected loudly on failure? What happens with: nil, empty string, string when integer expected, string exceeding max length, unicode edge cases, HTML/script injection attempts?
• Authorization. For every new data access: is it scoped to the right user/role? Is there a direct object reference vulnerability? Can user A access user B's data by manipulating IDs?
• Secrets and credentials. New secrets? In env vars, not hardcoded? Rotatable?
• Dependency risk. New gems/npm packages? Security track record?
• Data classification. PII, payment data, credentials? Handling consistent with existing patterns?
• Injection vectors. SQL, command, template, LLM prompt injection — check all.
• Audit logging. For sensitive operations: is there an audit trail?

For each finding: threat, likelihood (High/Med/Low), impact (High/Med/Low), and whether the plan mitigates it. STOP. AskUserQuestion once per issue. Do NOT batch. Recommend + WHY. If no issues or fix is obvious, state what you'll do and move on — don't waste a question. Do NOT proceed until user responds.

Section 4: Data Flow & Interaction Edge Cases

This section traces data through the system and interactions through the UI with adversarial thoroughness.

Data Flow Tracing: For every new data flow, produce an ASCII diagram showing:

  INPUT ──▶ VALIDATION ──▶ TRANSFORM ──▶ PERSIST ──▶ OUTPUT
    │            │              │            │           │
    ▼            ▼              ▼            ▼           ▼
  [nil?]    [invalid?]    [exception?]  [conflict?]  [stale?]
  [empty?]  [too long?]   [timeout?]    [dup key?]   [partial?]
  [wrong    [wrong type?] [OOM?]        [locked?]    [encoding?]
   type?]

For each node: what happens on each shadow path? Is it tested?

Interaction Edge Cases: For every new user-visible interaction, evaluate:

  INTERACTION          | EDGE CASE              | HANDLED? | HOW?
  ---------------------|------------------------|----------|--------
  Form submission      | Double-click submit    | ?        |
                       | Submit with stale CSRF | ?        |
                       | Submit during deploy   | ?        |
  Async operation      | User navigates away    | ?        |
                       | Operation times out    | ?        |
                       | Retry while in-flight  | ?        |
  List/table view      | Zero results           | ?        |
                       | 10,000 results         | ?        |
                       | Results change mid-page| ?        |
  Background job       | Job fails after 3 of   | ?        |
                       | 10 items processed     |          |
                       | Job runs twice (dup)   | ?        |
                       | Queue backs up 2 hours | ?        |

Flag any unhandled edge case as a gap. For each gap, specify the fix. STOP. AskUserQuestion once per issue. Do NOT batch. Recommend + WHY. If no issues or fix is obvious, state what you'll do and move on — don't waste a question. Do NOT proceed until user responds.

Section 5: Code Quality Review

Evaluate:

• Code organization and module structure. Does new code fit existing patterns? If it deviates, is there a reason?
• DRY violations. Be aggressive. If the same logic exists elsewhere, flag it and reference the file and line.
• Naming quality. Are new classes, methods, and variables named for what they do, not how they do it?
• Error handling patterns. (Cross-reference with Section 2 — this section reviews the patterns; Section 2 maps the specifics.)
• Missing edge cases. List explicitly: "What happens when X is nil?" "When the API returns 429?" etc.
• Over-engineering check. Any new abstraction solving a problem that doesn't exist yet?
• Under-engineering check. Anything fragile, assuming happy path only, or missing obvious defensive checks?
• Cyclomatic complexity. Flag any new method that branches more than 5 times. Propose a refactor. STOP. AskUserQuestion once per issue. Do NOT batch. Recommend + WHY. If no issues or fix is obvious, state what you'll do and move on — don't waste a question. Do NOT proceed until user responds.

Section 6: Test Review

Make a complete diagram of every new thing this plan introduces:

  NEW UX FLOWS:
    [list each new user-visible interaction]

  NEW DATA FLOWS:
    [list each new path data takes through the system]

  NEW CODEPATHS:
    [list each new branch, condition, or execution path]

  NEW BACKGROUND JOBS / ASYNC WORK:
    [list each]

  NEW INTEGRATIONS / EXTERNAL CALLS:
    [list each]

  NEW ERROR/RESCUE PATHS:
    [list each — cross-reference Section 2]

For each item in the diagram:

• What type of test covers it? (Unit / Integration / System / E2E)
• Does a test for it exist in the plan? If not, write the test spec header.
• What is the happy path test?
• What is the failure path test? (Be specific — which failure?)
• What is the edge case test? (nil, empty, boundary values, concurrent access)

Test ambition check (all modes): For each new feature, answer:

• What's the test that would make you confident shipping at 2am on a Friday?
• What's the test a hostile QA engineer would write to break this?
• What's the chaos test?

Test pyramid check: Many unit, fewer integration, few E2E? Or inverted? Flakiness risk: Flag any test depending on time, randomness, external services, or ordering. Load/stress test requirements: For any new codepath called frequently or processing significant data.

For LLM/prompt changes: Check CLAUDE.md for the "Prompt/LLM changes" file patterns. If this plan touches ANY of those patterns, state which eval suites must be run, which cases should be added, and what baselines to compare against. STOP. AskUserQuestion once per issue. Do NOT batch. Recommend + WHY. If no issues or fix is obvious, state what you'll do and move on — don't waste a question. Do NOT proceed until user responds.

Section 7: Performance Review

Evaluate:

• N+1 queries. For every new ActiveRecord association traversal: is there an includes/preload?
• Memory usage. For every new data structure: what's the maximum size in production?
• Database indexes. For every new query: is there an index?
• Caching opportunities. For every expensive computation or external call: should it be cached?
• Background job sizing. For every new job: worst-case payload, runtime, retry behavior?
• Slow paths. Top 3 slowest new codepaths and estimated p99 latency.
• Connection pool pressure. New DB connections, Redis connections, HTTP connections? STOP. AskUserQuestion once per issue. Do NOT batch. Recommend + WHY. If no issues or fix is obvious, state what you'll do and move on — don't waste a question. Do NOT proceed until user responds.

Section 8: Observability & Debuggability Review

New systems break. This section ensures you can see why. Evaluate:

• Logging. For every new codepath: structured log lines at entry, exit, and each significant branch?
• Metrics. For every new feature: what metric tells you it's working? What tells you it's broken?
• Tracing. For new cross-service or cross-job flows: trace IDs propagated?
• Alerting. What new alerts should exist?
• Dashboards. What new dashboard panels do you want on day 1?
• Debuggability. If a bug is reported 3 weeks post-ship, can you reconstruct what happened from logs alone?
• Admin tooling. New operational tasks that need admin UI or rake tasks?
• Runbooks. For each new failure mode: what's the operational response?

EXPANSION mode addition:

• What observability would make this feature a joy to operate? STOP. AskUserQuestion once per issue. Do NOT batch. Recommend + WHY. If no issues or fix is obvious, state what you'll do and move on — don't waste a question. Do NOT proceed until user responds.

Section 9: Deployment & Rollout Review

Evaluate:

• Migration safety. For every new DB migration: backward-compatible? Zero-downtime? Table locks?
• Feature flags. Should any part be behind a feature flag?
• Rollout order. Correct sequence: migrate first, deploy second?
• Rollback plan. Explicit step-by-step.
• Deploy-time risk window. Old code and new code running simultaneously — what breaks?
• Environment parity. Tested in staging?
• Post-deploy verification checklist. First 5 minutes? First hour?
• Smoke tests. What automated checks should run immediately post-deploy?

EXPANSION mode addition:

• What deploy infrastructure would make shipping this feature routine? STOP. AskUserQuestion once per issue. Do NOT batch. Recommend + WHY. If no issues or fix is obvious, state what you'll do and move on — don't waste a question. Do NOT proceed until user responds.

Section 10: Long-Term Trajectory Review

Evaluate:

• Technical debt introduced. Code debt, operational debt, testing debt, documentation debt.
• Path dependency. Does this make future changes harder?
• Knowledge concentration. Documentation sufficient for a new engineer?
• Reversibility. Rate 1-5: 1 = one-way door, 5 = easily reversible.
• Ecosystem fit. Aligns with Rails/JS ecosystem direction?
• The 1-year question. Read this plan as a new engineer in 12 months — obvious?

EXPANSION mode additions:

• What comes after this ships? Phase 2? Phase 3? Does the architecture support that trajectory?
• Platform potential. Does this create capabilities other features can leverage? STOP. AskUserQuestion once per issue. Do NOT batch. Recommend + WHY. If no issues or fix is obvious, state what you'll do and move on — don't waste a question. Do NOT proceed until user responds.

CRITICAL RULE — How to ask questions

Follow the AskUserQuestion format from the Preamble above. Additional rules for plan reviews:

• One issue = one AskUserQuestion call. Never combine multiple issues into one question.
• Describe the problem concretely, with file and line references.
• Present 2-3 options, including "do nothing" where reasonable.
• For each option: effort, risk, and maintenance burden in one line.
• Map the reasoning to my engineering preferences above. One sentence connecting your recommendation to a specific preference.
• Label with issue NUMBER + option LETTER (e.g., "3A", "3B").
• Escape hatch: If a section has no issues, say so and move on. If an issue has an obvious fix with no real alternatives, state what you'll do and move on — don't waste a question on it. Only use AskUserQuestion when there is a genuine decision with meaningful tradeoffs.

Required Outputs

"NOT in scope" section

List work considered and explicitly deferred, with one-line rationale each.

"What already exists" section

List existing code/flows that partially solve sub-problems and whether the plan reuses them.

"Dream state delta" section

Where this plan leaves us relative to the 12-month ideal.

Error & Rescue Registry (from Section 2)

Complete table of every method that can fail, every exception class, rescued status, rescue action, user impact.

Failure Modes Registry

  CODEPATH | FAILURE MODE   | RESCUED? | TEST? | USER SEES?     | LOGGED?
  ---------|----------------|----------|-------|----------------|--------

Any row with RESCUED=N, TEST=N, USER SEES=Silent → CRITICAL GAP.

TODOS.md updates

Present each potential TODO as its own individual AskUserQuestion. Never batch TODOs — one per question. Never silently skip this step. Follow the format in .claude/skills/review/TODOS-format.md.

For each TODO, describe:

• What: One-line description of the work.
• Why: The concrete problem it solves or value it unlocks.
• Pros: What you gain by doing this work.
• Cons: Cost, complexity, or risks of doing it.
• Context: Enough detail that someone picking this up in 3 months understands the motivation, the current state, and where to start.
• Effort estimate: S/M/L/XL
• Priority: P1/P2/P3
• Depends on / blocked by: Any prerequisites or ordering constraints.

Then present options: A) Add to TODOS.md B) Skip — not valuable enough C) Build it now in this PR instead of deferring.

Delight Opportunities (EXPANSION mode only)

Identify at least 5 "bonus chunk" opportunities (<30 min each) that would make users think "oh nice, they thought of that." Present each delight opportunity as its own individual AskUserQuestion. Never batch them. For each one, describe what it is, why it would delight users, and effort estimate. Then present options: A) Add to TODOS.md as a vision item B) Skip C) Build it now in this PR.

Diagrams (mandatory, produce all that apply)

1. System architecture
2. Data flow (including shadow paths)
3. State machine
4. Error flow
5. Deployment sequence
6. Rollback flowchart

Stale Diagram Audit

List every ASCII diagram in files this plan touches. Still accurate?

Completion Summary

  +====================================================================+
  |            MEGA PLAN REVIEW — COMPLETION SUMMARY                   |
  +====================================================================+
  | Mode selected        | EXPANSION / HOLD / REDUCTION                |
  | System Audit         | [key findings]                              |
  | Step 0               | [mode + key decisions]                      |
  | Section 1  (Arch)    | ___ issues found                            |
  | Section 2  (Errors)  | ___ error paths mapped, ___ GAPS            |
  | Section 3  (Security)| ___ issues found, ___ High severity         |
  | Section 4  (Data/UX) | ___ edge cases mapped, ___ unhandled        |
  | Section 5  (Quality) | ___ issues found                            |
  | Section 6  (Tests)   | Diagram produced, ___ gaps                  |
  | Section 7  (Perf)    | ___ issues found                            |
  | Section 8  (Observ)  | ___ gaps found                              |
  | Section 9  (Deploy)  | ___ risks flagged                           |
  | Section 10 (Future)  | Reversibility: _/5, debt items: ___         |
  +--------------------------------------------------------------------+
  | NOT in scope         | written (___ items)                          |
  | What already exists  | written                                     |
  | Dream state delta    | written                                     |
  | Error/rescue registry| ___ methods, ___ CRITICAL GAPS              |
  | Failure modes        | ___ total, ___ CRITICAL GAPS                |
  | TODOS.md updates     | ___ items proposed                          |
  | Delight opportunities| ___ identified (EXPANSION only)             |
  | Diagrams produced    | ___ (list types)                            |
  | Stale diagrams found | ___                                         |
  | Unresolved decisions | ___ (listed below)                          |
  +====================================================================+

Unresolved Decisions

If any AskUserQuestion goes unanswered, note it here. Never silently default.

Formatting Rules

• NUMBER issues (1, 2, 3...) and LETTERS for options (A, B, C...).
• Label with NUMBER + LETTER (e.g., "3A", "3B").
• One sentence max per option.
• After each section, pause and wait for feedback.
• Use CRITICAL GAP / WARNING / OK for scannability.

Mode Quick Reference

  ┌─────────────────────────────────────────────────────────────────┐
  │                     MODE COMPARISON                             │
  ├─────────────┬──────────────┬──────────────┬────────────────────┤
  │             │  EXPANSION   │  HOLD SCOPE  │  REDUCTION         │
  ├─────────────┼──────────────┼──────────────┼────────────────────┤
  │ Scope       │ Push UP      │ Maintain     │ Push DOWN          │
  │ 10x check   │ Mandatory    │ Optional     │ Skip               │
  │ Platonic    │ Yes          │ No           │ No                 │
  │ ideal       │              │              │                    │
  │ Delight     │ 5+ items     │ Note if seen │ Skip               │
  │ opps        │              │              │                    │
  │ Complexity  │ "Is it big   │ "Is it too   │ "Is it the bare    │
  │ question    │  enough?"    │  complex?"   │  minimum?"         │
  │ Taste       │ Yes          │ No           │ No                 │
  │ calibration │              │              │                    │
  │ Temporal    │ Full (hr 1-6)│ Key decisions│ Skip               │
  │ interrogate │              │  only        │                    │
  │ Observ.     │ "Joy to      │ "Can we      │ "Can we see if     │
  │ standard    │  operate"    │  debug it?"  │  it's broken?"     │
  │ Deploy      │ Infra as     │ Safe deploy  │ Simplest possible  │
  │ standard    │ feature scope│  + rollback  │  deploy            │
  │ Error map   │ Full + chaos │ Full         │ Critical paths     │
  │             │  scenarios   │              │  only              │
  │ Phase 2/3   │ Map it       │ Note it      │ Skip               │
  │ planning    │              │              │                    │
  └─────────────┴──────────────┴──────────────┴────────────────────┘