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Agent Skill · 研究检索

plan-ceo-review(计划首席执行官审查)

plan-ceo-review 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

plan-ceo-review 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 47,174。

总安装 745周安装 32GitHub Stars 公开资料未说明下载 261核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:plan-ceo-review(计划首席执行官审查)
来源仓库:https://github.com/topshark-jim/gstack
仓库路径:skills/plan-ceo-review
安装命令:
npx skills add https://github.com/topshark-jim/gstack --skill plan-ceo-review
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/topshark-jim/gstack --skill plan-ceo-review

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于查找、检索和筛选相关信息,支持关键词匹配与任务场景适配。适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。通过 npx skills add 命令从指定 GitHub 仓库安装使用。安装前需确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

plan-ceo-review 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/plan-ceo-review

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/topshark-jim/gstack --skill plan-ceo-review;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

plan-ceo-review 怎么安装?

在终端执行 npx skills add https://github.com/topshark-jim/gstack --skill plan-ceo-review。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

plan-ceo-review 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

plan-ceo-review 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

plan-ceo-review 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

plan-ceo-review 用的人多吗?

公开数据是累计安装 745 次,近一周安装 32 次,下载 261 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

plan-ceo-review 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
plan-ceo-review

计划首席执行官审查 · 本页

745—只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Runtime Notes

  • Ask the user directly when the workflow says to stop for input.
  • Treat AGENTS.md, TODO.md, and TODOS.md as the likely sources of repo-local instructions.
  • Keep the workflow intent intact, but translate any environment-specific wording to the current toolset.

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. TODO.md or TODOS.md; otherwise note the gap explicitly.
  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 main --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 AGENTS.md, TODO.md, TODOS.md, and any existing architecture docs. 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. ask the user directly 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. ask the user directly 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. ask the user directly 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. ask the user directly 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. ask the user directly 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. ask the user directly 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 AGENTS.md or nearby repo instructions for the prompt/eval 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. ask the user directly 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. ask the user directly 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. ask the user directly 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. ask the user directly 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. ask the user directly 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

Every direct user question must: (1) present 2-3 concrete lettered options, (2) state which option you recommend FIRST, (3) explain in 1-2 sentences WHY that option over the others, mapping to engineering preferences. No batching multiple issues into one question. No yes/no questions. Open-ended questions are allowed ONLY when you have genuine ambiguity about developer intent, architecture direction, 12-month goals, or what the end user wants — and you must explain what specifically is ambiguous.

For Each Issue You Find

  • One issue = one direct user question. 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.
  • Lead with your recommendation. State it as a directive: "Do B. Here's why:" — not "Option B might be worth considering." Be opinionated. I'm paying for your judgment, not a menu.
  • Map the reasoning to my engineering preferences above. One sentence connecting your recommendation to a specific preference.
  • Question format: Start with "We recommend [LETTER]: [one-line reason]" then list all options as A)... B)... C).... 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 direct user question 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.

TODO.md updates

Present each potential TODO as its own individual direct user question. Never batch TODOs — one per question. Never silently skip this step.

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 TODO.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 direct user question. Never batch them. For each one, describe what it is, why it would delight users, and effort estimate. Then present options: A) Add to TODO.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                |
  | `TODO.md` updates     | ___ items proposed                          |
  | Delight opportunities| ___ identified (EXPANSION only)             |
  | Diagrams produced    | ___ (list types)                            |
  | Stale diagrams found | ___                                         |
  | Unresolved decisions | ___ (listed below)                          |
  +====================================================================+

Unresolved Decisions

If any direct user question 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").
  • Recommended option always listed first.
  • 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    │              │              │                    │
  └─────────────┴──────────────┴──────────────┴────────────────────┘

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