briefbound-evaluation

briefbound-evaluation is a skill for Claude Code, Codex from CCDawn/codex-skills. It costs 41 tokens per session (685 once invoked), scanned A, original, MIT.

A Chinese-first procedure for evaluating a plan, workflow, skill, or other project output when no more specific review process applies. It bases the judgment on the stated goal and available evidence.

In plain words
What is it for?
Use it to judge whether an output is acceptable, identify up to three evidence-based improvements, note remaining risks, and route implementation to the appropriate owner.
Why use it?
It focuses attention on the few findings that would change the next action instead of producing a broad review with unrelated recommendations.

Skill for Claude CodeCodex

Part of the briefbound-skills plugin — 30 skills shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/ccdawn/codex-skills/briefbound-evaluation
Any agent
npx skills add CCDawn/codex-skills --skill briefbound-evaluation
Clone the repo
git clone --depth 1 https://github.com/CCDawn/codex-skills

Made for: Claude Code, Codex.

Or install briefbound-skills, the plugin that ships this one along with the rest of its 30 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for briefbound-evaluation

README.md
[![agentmods](https://agentmods.dev/badge/skills/ccdawn/codex-skills/briefbound-evaluation.svg)](https://agentmods.dev/skills/ccdawn/codex-skills/briefbound-evaluation)
Your own site
<a href="https://agentmods.dev/skills/ccdawn/codex-skills/briefbound-evaluation"><img src="https://agentmods.dev/badge/skills/ccdawn/codex-skills/briefbound-evaluation.svg" alt="Measured on agentmods" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 685 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00041 $0.00685
Opus 5 $0.00020 $0.00342
Sonnet 5 $0.00008 $0.00137
Haiku 4.5 $0.00004 $0.00068

Measured 5d ago against content hash 95d9420c6d09, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

briefbound-evaluation scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/engineering/briefbound-evaluation/SKILL.md · 49 lines

What it actually says

Briefbound Evaluation

目标

评价方案、流程、skill、输出质量、合理性、灵活性或下一步价值。只在没有更具体 owner 时使用;不重复 PR、项目、bug、复用研究或 planning 流程。

Briefbound task contract

  • Context Boundary: 被评价对象、用户标准、证据来源、允许动作和已排除的专项 owner。
  • Output Contract: 简洁判断、1-3 个会改变行动的依据或建议和 Route Out。
  • Allowed Action: 只读评价;用户要求优化时路由最具体执行 owner,不在评价过程中顺手修改。
  • Success Evidence: 判断绑定具体对象、证据、影响和可验证下一步。
  • Stop Condition: 对象/目标不明、存在更具体 owner、关键证据缺失、实施越界或高风险取舍未确认。
  • Route Out: 更具体 owner、briefbound-routerbriefbound-planning、FAST_PATH、briefbound-completion-summary 或 BLOCKED。

统一调用契约

  • 只处理 Briefbound task contract 范围;不匹配时回 briefbound-router 或更具体 owner,复合任务不吞其他 owner。
  • 用户可见内容默认中文;保留技术字面量;只报结论、证据、风险和产出;Route Out 仅以 Briefbound task contract 为准,末行写 下一步建议: <一个具体动作>

评价方法

  1. 先内部确认没有更具体 owner;无需向用户输出“复用检查”。
  2. 只选会改变结论或下一动作的维度;证据已足够时停止,不固定遍历完整质量清单。
  3. 每个判断给最短证据、影响和最小有效改进,不用“更完善/更灵活”等空话。
  4. 最多给 3 个建议,按依赖、ROI 和误改风险排序;其余只在用户要求完整审计时展开。
  5. 用户已要求“继续/优化/修复”时,立即路由最具体执行 owner,并沿已授权范围连续推进;评价 skill 本身不再复制执行流程。

内部可以多视角自审,但没有 finding 不展示矩阵,也不输出固定角色、严重度体系或 SAFE_DIRECT/PLAN_THEN_EXECUTE 分类。

输出

评估结论: GOOD / ACCEPTABLE_WITH_RISK / NEEDS_CHANGE / BLOCKED
关键依据: <只保留会改变结论的证据>
建议(0-3 项):
1. <最小动作>;原因;完成条件
剩余风险: ...
下一步建议: <一个具体动作>

评价对象不清时回 Briefbound Router 对齐;评价变成项目/PR/bug/复用专项时立即 Route Out,不在本 skill 扩写对应流程。

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 49 lines · 41 tokens per session scan A 95d9420c6d09

Subscribe to this mod's changes

briefbound-evaluation is a skill published in the GitHub repository CCDawn/codex-skills (4 stars, last pushed 23d ago), licensed MIT. It adds 41 tokens to every session and 685 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other skills, from other repositories

chinese-git-workflow

国内 Git 平台配置参考——Gitee、Coding.net、极狐 GitLab、CNB 的 SSH/HTTPS/凭据/CI 接入差异与镜像同步配置。仅在用户显式 /chinese-git-workflow 时调用,不要根据上下文自动触发。.

jnMetaCode/superpowers-zh · 69 tokens

chinese-code-review

中文 review 沟通参考——话术模板、分级标注(必须修复/建议修改/仅供参考)、国内团队常见反模式应对。仅在用户显式 /chinese-code-review 时调用,不要根据上下文自动触发。.

jnMetaCode/superpowers-zh · 62 tokens

chinese-commit-conventions

中文 commit 与 changelog 配置参考——Conventional Commits 中文适配、commitlint/husky/commitizen 中文模板、conventional-changelog 中文配置。仅在用户显式 /chinese-commit-conventions 时调用,不要根据上下文自动触发。.

jnMetaCode/superpowers-zh · 65 tokens

chinese-documentation

中文文档排版参考——中英文空格、全半角标点、术语保留、链接格式、中文文案排版指北约定。仅在用户显式 /chinese-documentation 时调用,不要根据上下文自动触发。.

jnMetaCode/superpowers-zh · 62 tokens

systematic-debugging

Skill "systematic-debugging" from jnMetaCode/superpowers-zh, covering 系统化调试, 概述, 铁律, 何时使用 and 四个阶段.

jnMetaCode/superpowers-zh · 24 tokens

mcp-builder

MCP 服务器构建方法论 — 系统化构建生产级 MCP 工具,让 AI 助手连接外部能力.

jnMetaCode/superpowers-zh · 32 tokens