Inspectrum

io.github.yannmenec由 GitHub 账号 yannmenec 发布v0.2.3更新于 Oct 24, 2026

Review coding-agent plans on demand with peer models, attributed findings, and a structured verdict.

已验证STDIO仅桌面开发者工具AI 与机器学习

概览

AI 生成的概览

让助手把编码智能体的计划交给另一个模型独立评审,并返回带归属说明的结构化结论。

可以做什么
Inspectrum 提供 review_plan 接口,把计划提交给一个或多个评审模型,返回统一的结论形式:批准、修改或拒绝,并按严重程度列出问题,同时标明是哪位评审者提出的。它可以并行运行多个评审者,并用裁判模型汇总成一个结论。Claude Code 插件还会在计划进入执行前的节点自动触发评审,限制修改轮数,并在本地记录每次评审的会话日志。
适用场景
当智能体的计划涉及难以撤销的操作时适用,例如数据迁移、认证变更、支付流程或部署,你希望在批准前有一个可重复的独立检查。它也适合希望该检查自动运行、而不依赖记住某条提示的场景。若只是偶尔需要第二意见,用规则让一个智能体调用另一个智能体可能就够了。
运行要求
通过 npm 包 inspectrum 以 stdio 在本地运行,需要 Node 20 或更高版本。默认评审者是 Codex CLI,必须已安装并用 ChatGPT 订阅登录;使用 Claude 作为评审者需要 Claude Code 和 Claude Pro 或 Max 订阅。无界面或 CI 环境可以改为在宿主的 env 块中传入 OPENAI_API_KEY、ANTHROPIC_API_KEY 或 GEMINI_API_KEY。也可配置本地 Ollama 端点实现零外发评审。
安装前请注意
计划和上下文会发送给所有已配置的评审者,因此不要把密钥写进计划;用户主目录下的会话日志会保存完整计划和评审结果。评审会消耗现有订阅的额度,使用 API 密钥的后端由相应服务商计费。agy 后端无法被限制,只应用于可信的计划。该关卡不会自动批准,遇到运行错误时会放行并显示警告。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Inspectrum,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

Inspectrum

Independent review before a risky agent change becomes hard to undo.

[CI] [npm] [License: MIT] [Node >= 20]

Claude plans it. GPT reviews it. You approve it.


A plausible plan can commit an agent to a migration, authentication change, payment flow, compatibility break, or deployment that is expensive to undo.

Inspectrum is an independent pre-flight check before that decision. Its first automatic integration runs when Claude Code exits plan mode: Codex (GPT) reviews the plan before the approval dialog reaches you, findings can send the plan back for revision, and you keep final approval. If the reviewer cannot run, the plan passes through with a visible warning instead of being silently reported as reviewed.

Here, independent means a reviewer distinct from the author model, invoked separately. It does not mean their errors are statistically independent. Inspectrum makes the checkpoint repeatable and its failures visible; a net reliability gain and a defensible moat are not yet proven. The post-0.2.2 strategy defines the evidence gates and keeps code review, pull-request review, and pair programming out of scope.

When a skill is enough

For an occasional second opinion, a rule can tell one agent to call another and compare the replies. That is a reasonable lightweight option.

Inspectrum is for the repeatable checkpoint. In Claude Code, the plugin runs at the plan-to-execution boundary without relying on a remembered prompt, caps revision loops, and fails open on operational errors. Other local MCP hosts can call the same review_plan contract on demand. Both paths keep findings attributed, return a common verdict shape, preserve human control, and write local evidence for successful reviews.

Recreating those guarantees with a skill means maintaining the orchestration, output validation, health checks, failure policy, and session record yourself.

Public availability as of 1 August 2026: npm 0.2.3, the GitHub release, and the repository's Claude and Codex plugins are aligned on 0.2.3. Glama is public. The MCP Registry may still show 0.2.2; it was not republished in this pass. Inspectrum was not in the public Claude Community catalog, while PulseMCP blocked the one-time recheck with HTTP 403, so no current PulseMCP listing claim is made.

The public 0.2.3 activation evidence records exact commands, timings, one useful finding, one null result, one visible fail-open case, and the limits of the measurement.

Quick start

You need Node 20+, Claude Code, and Codex CLI >= 0.99.0 authenticated with a ChatGPT subscription (no API key):

bash
claude plugin marketplace add yannmenec/inspectrumclaude plugin install inspectrum@inspectrum

That's the whole install. Next time you finish a plan in plan mode:

text
⏺ ExitPlanMode  ⎿  inspectrum×codex: REVISE (round 1/2)          # abridged — real output     Majors:                                       # adds a full-report path     - [codex] Migration drops the unique index before backfilling —       concurrent writes can insert duplicates.       Fix: backfill first, drop the index last.     Revise the plan to address these findings, then finish the plan again.
⏺ ExitPlanMode  ⎿  inspectrum: codex approved the plan (session 2026-07-12…).     ┌ Ready to code? ────────────────     │ Here is Claude's plan…        ← your normal approval dialog

No prompt to remember, no button, zero tokens spent on triggering. The gate is a deterministic hook — it fires on every plan, whether your session runs Fable, Sonnet, or Haiku. Two commands give you the automatic gate; the on-demand /inspectrum:review command needs one extra line (registering the MCP server — shown in the assisted setup below).

Prefer the agent to install and check everything for you? Paste this into Claude Code.
text
Set up Inspectrum's Codex plan gate. Use normal approvals only — do notswitch to Bypass Permissions or Full Access.
Steps:1. Run `node --version`. If < 20, stop and tell me to install Node 20+   from https://nodejs.org first.2. Run `codex --version`. If it is missing or older than 0.99.0, run   `npm install -g @openai/codex@latest` and verify again.3. Run `claude plugin marketplace add yannmenec/inspectrum`, then   `claude plugin install inspectrum@inspectrum`.4. Run `claude mcp add --transport stdio --scope user inspectrum -- npx -y inspectrum@latest`   (this powers the on-demand /inspectrum:review command).5. Run `npx -y inspectrum@latest doctor` and show me the output,   including the resolved codex model/effort lines.6. Run `codex login status`.   - If it prints "Logged in", tell me: "✅ Setup complete. Your next     plan-mode plan gets a Codex review automatically." Done.   - Otherwise (not logged in), pop open a Terminal window with codex     already running by executing:       `osascript -e 'tell application "Terminal" to do script "codex"'`     Then tell me: "A Terminal window opened with codex running.     Inside that window, click 'Sign in with ChatGPT', complete the     login in my browser, then close the Terminal window. Inspectrum     is then ready."
Do NOT use sudo, edit shell profiles, push git changes, read .env orcredentials, or publish packages. Report back: Node version, codexinstall status, doctor verdict, and whether login was needed.

How it works

you ──▶ Claude Code ──▶ plan ready ──▶ ExitPlanMode                                          │                              inspectrum plan-gate (hook)                                          │                              Codex reviews the plan                              (read-only sandbox, your ChatGPT sub)                                          │                    ┌─────────────────────┴──────────────────────┐              APPROVE ✅                                REVISE / REJECT ❌                    │                                             │        your approval dialog                    findings go back to Claude,        appears as usual                        it revises, gate runs again                                                       (max 2 rounds)

Built to be boring and safe:

  • Fails open. Codex not installed, logged out, timed out, network down — the plan proceeds with a visible warning. Operational errors don't block your work; the gate degrades, it doesn't brick.
  • Never auto-approves. A green review still lands on your approval dialog. The gate can delay it (while Claude revises) but can never click it — you keep the final call.
  • No wasted reviews. Within a session, an unchanged plan is hash-cached and not re-reviewed; only real revisions spend a round.
  • Read-only reviewer. Codex runs in a pinned read-only sandbox (codex exec -s read-only --ephemeral), and sandbox-weakening flags in your config are stripped. The reviewer reads; it doesn't write.
  • Kill switch. [plan_gate] enabled = false in ~/.inspectrum/config.toml, or disable the plugin per project.

Why a separate reviewer?

  • Plans are leverage. A flaw caught before execution can be cheaper to fix than the same flaw found after a difficult-to-reverse change.
  • Separation makes the check inspectable. The author and reviewer run independently, and findings remain attributed.
  • Cross-provider value is a hypothesis. Claude and GPT can raise different objections, but Inspectrum has not yet proved that this produces a net reliability gain after false positives, triage, cost, and latency.
  • Use an existing subscription. No separate API bill when using your ChatGPT subscription; reviews consume your existing Codex subscription allowance. API-key backends are billed by their provider.

What's in the box

🚦 Plan gateEvery Claude Code plan reviewed by Codex before it reaches you — automatic, max 2 revision rounds
🔍 On-demand review/inspectrum:review or "Review this plan with Inspectrum" from any MCP host
🧑‍⚖️ Multi-reviewer + judgeRun codex + gemini + claude in parallel; a judge consolidates into one verdict
📋 One verdictapprove / revise / reject + findings by severity, with reviewer attribution
🗂️ Session logsMarkdown record of every review — verdict, findings, revised plan — under ~/.inspectrum/sessions/ (0700 perms)
🩺 inspectrum doctorOne command to check your reviewer is installed, authenticated, and resolving the right model — fails loudly if Codex is logged out

Works with

Your agentYour reviewerSetup
Claude CodeCodex (GPT)Plugin — 2 commands above
Codex app / CLIClaudecodex mcp add inspectrum -- npx -y inspectrum@latest + config below
Claude Desktop (macOS)Codex (GPT)Download inspectrum-0.2.3.mcpb, open, confirm. The earlier v0.2.0 bundle was incomplete — use the v0.2.3 asset, not npm/stdio.
CursorCodex (GPT)[Add to Cursor]
Codex app / CLI setup — use Claude as your reviewer

Paste this into the Codex app or CLI:

text
Set up Inspectrum so I can review my plans with Claude. Use normalapprovals only.
Steps:1. Run `node --version`. If < 20, stop and tell me to install Node 20+   from https://nodejs.org first.2. Run `claude --version`. If "command not found", run   `npm install -g @anthropic-ai/claude-code` and verify again.3. If `~/.inspectrum/config.toml` does not exist, create it with:
   [defaults]   reviewers = ["claude"]
4. Run `codex mcp add inspectrum -- npx -y inspectrum@latest`5. Run `npx -y inspectrum@latest doctor` and show me the output.6. Pop open a Terminal window with claude already running so I can   confirm or complete login, by executing:     `osascript -e 'tell application "Terminal" to do script "claude"'`   Then tell me:   - "If claude shows its chat prompt, you're already logged in —     close the Terminal window. Inspectrum is ready."   - "If claude shows /login or opens a browser, complete the sign-in     with your Claude account, then close the Terminal window.     Inspectrum is then ready."   (The ⚠ claude line in the doctor stays even after login because   claude doesn't expose a status command we can detect — harmless.)
Do NOT use sudo, edit shell profiles, push git changes, read .env orcredentials, or publish packages. Report back: Node version, claudeinstall status, doctor verdict, and whether login was needed.

Needs a Claude Pro/Max subscription — no API key.

Tuning

Which model reviews, at which effort? On the Codex side, precedence is:

Setting1st (wins)2nd3rd
model[reviewers.codex] model in ~/.inspectrum/config.tomlmodel in ~/.codex/config.tomlcodex built-in default
reasoning effort[reviewers.codex] effortmodel_reasoning_effort in ~/.codex/config.tomlcodex built-in default

inspectrum doctor prints the resolved values. High effort gives the deepest reviews but can take minutes per plan — drop to effort = "medium" in [reviewers.codex] if the gate feels slow.

Full config — more reviewers, judge, limits (~/.inspectrum/config.toml)
toml
[defaults]reviewers = ["codex", "gemini"]   # called in paralleljudge     = "codex"               # consolidates when >= 2 reviewersfocus     = "all"                 # correctness | completeness | risk | clarity | all
[plan_gate]                       # ExitPlanMode hook behaviorenabled          = truemax_rounds       = 2              # denials before the plan passes throughreason_max_chars = 3000           # budget for findings fed back to Claude# reviewers      = ["codex"]      # gate-specific override of defaults.reviewers
[reviewers.codex]effort          = "high"          # passed as -c model_reasoning_effort=hightimeout_seconds = 300             # per-reviewer override of limits.timeout_seconds# model         = "gpt-5.6-sol"   # passed as -m; omit to inherit ~/.codex/config.toml
[reviewers.gemini]type   = "cli"binary = "gemini"model  = "gemini-2.5-pro"
[reviewers.muse]type   = "cli"binary = "muse"                   # muse exec, prompt passed via --prompt-file# model  = "..."                  # omit to inherit muse's own default# effort = "high"                 # passed as --reasoning-effort
[reviewers.opencode]type   = "cli"binary = "opencode"               # opencode run, prompt on stdin# model  = "google/gemini-2.5-flash"   # -m, provider/model form# effort = "high"                 # passed as --variant
[reviewers.agy]type   = "cli"binary = "agy"                    # schema-constrained structured output# model  = "..."                  # passed as --model# effort = "high"                 # --effort; only some models accept it
[reviewers.grok]type   = "cli"binary = "grok"                   # confined to a read-only tool allow-list# model  = "grok-4.6-build"       # passed as -m# effort = "high"                 # passed as --effort
[reviewers.local]type     = "http"backend  = "ollama"endpoint = "http://localhost:11434"model    = "qwen2.5:0.5b"
[limits]report_max_chars = 8000           # caps the stored reporttimeout_seconds  = 300            # default reviewer wallclock

Without a config file, reviewers = ["codex"] is used. No-API-key setups: the codex CLI works with a ChatGPT login, and the agy backend is Google's Antigravity CLI (curl -fsSL https://antigravity.google/cli/install.sh | bash), which signs in with a personal Google account — the free-tier path that succeeds the retired gemini CLI. Experimental backends: kimi, qwen, openrouter, ollama (local, zero egress). The muse backend runs muse exec confined with --disable-shell --disable-write (a plan under review is untrusted input); --yolo, --disable-sandbox and --enable-shell-tool are rejected from args. The opencode backend runs opencode run --agent summary, a permission set that denies tool use (the default build agent will happily run shell commands from plan text); --agent, --auto and --format are rejected from args. The agy backend (Antigravity CLI) constrains its output with --json-schema, so reviews are schema-checked at the source; --effort is sent only when you set it (some models reject it). agy is the one backend inspectrum cannot confine: --sandbox and --mode plan were both verified NOT to stop a write (agy 1.1.27), so only use agy for plans you trust — muse, opencode and grok are the confined options, and inspectrum doctor warns whenever agy is configured. The grok backend is confined with a --tools allow-list (read_file,grep,list_dir): its --sandbox profile and --disallowed-tools were both verified NOT to stop a shell write, the allow-list was. --tools, --always-approve and --permission-mode are rejected from args. The gemini backend is deprecated and will be removed — migrate to agy.

Headless or CI host that can't run an interactive login? Pass the peer API key through the MCP host's env block instead — OPENAI_API_KEY (codex), ANTHROPIC_API_KEY (claude), GEMINI_API_KEY (gemini). Manual JSON/TOML examples live under examples/.

bash
# Register the MCP server without the plugin:claude mcp add --transport stdio --scope user inspectrum -- npx -y inspectrum@latest   # Claude Codecodex mcp add inspectrum -- npx -y inspectrum@latest                                   # Codex
# The automatic plan gate must use the plugin's pinned fail-open shim; do not# register plan-gate through a mutable npm tag.
# Verify everything:npx -y inspectrum@latest doctor
Privacy — what leaves your machine, what stays
  • Session logs live at ~/.inspectrum/sessions/<timestamp>__<id>/ and contain your full plan plus a Markdown record of each reviewer's verdict and findings. Directory perms are 0700 on POSIX. Logs written by pre-0.1.0 versions keep their original perms — retrofit with chmod -R 700 ~/.inspectrum/sessions/.
  • Never paste secrets into a plan or context. The plan is written to the local session log, and both the plan and context are sent to every active reviewer.
  • Cloud routes: claude → Anthropic (OAuth keychain or ANTHROPIC_API_KEY); codex → OpenAI (ChatGPT login or OPENAI_API_KEY); gemini → Google (personal-account CLI login or GEMINI_API_KEY); openrouter → openrouter.ai; kimi → Moonshot AI (device-code login: kimi login, not an env var); qwen → Alibaba Cloud; muse → the CLI's own stored credentials (muse login); opencode → whichever provider you configure (opencode providers login); agy → Google Antigravity (browser sign-in on first run, or GEMINI_API_KEY with modelProvider: "gemini" in ~/.gemini/antigravity-cli/settings.json); grok → xAI (Grok Build balance); ollama → localhost only, zero egress unless you change endpoint.
  • Codex is invoked as codex exec --ephemeral --skip-git-repo-check -s read-only … in a throwaway temp directory — the sandbox is pinned read-only, sandbox-weakening and cwd-override args from your config are stripped, and codex persists no session files.

FAQ

Does this slow me down? Only when it should. An approve verdict adds one review pass (seconds to a couple of minutes depending on effort); a bounced plan was a plan you wanted bounced. Within a session, an unchanged plan is cached and not re-reviewed.

What if Codex is down / logged out / not installed? The gate fails open with a visible warning and your plan proceeds untouched. An operational error never blocks your work — that's an architecture invariant, not a best effort.

Can it approve a plan behind my back? No. The gate can only delay the approval dialog (while Claude revises) — it can never click it. You see and approve every plan that ships.

Do I need API keys? Not for subscription-backed Codex or Claude CLI logins. Reviews consume the allowance of the existing subscription. API keys are supported for headless/CI setups and are billed by their provider.

My prompt/plan is sensitive — where does it go? To the reviewer(s) you configured, and to a local session log under ~/.inspectrum/sessions/ (0700). Nothing else. Use ollama for a fully local, zero-egress reviewer.

Troubleshooting

sh: inspectrum: command not found / claude mcp list shows ✗ Failed to connect — but only when your current directory is the Inspectrum repo itself. npx inspectrum@<version> resolves the spec against the local package when cwd is inside a package named inspectrum whose version matches, and a package's own bin is never self-linked into its node_modules/.bin. The published package is fine. Fixes: run from any other directory, or install the real binary once and register that instead:

bash
npm install -g inspectrumclaude mcp add --transport stdio --scope user inspectrum -- inspectrum

Gate feels slow? Set effort = "medium" in [reviewers.codex] (see Tuning). Something else? npx -y inspectrum@latest doctor diagnoses install, login, and model resolution in one shot — open an issue with its output.


If Inspectrum caught a bad plan for you, star the repo ⭐ — it's how other agent-wranglers find it.

MIT — Yann Menec. Contributions welcome: CONTRIBUTING.md.

来源:README.md,提交 128a326

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版本历史

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  1. v0.2.3最新Sep 16, 2026

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