vibescore
AGENTS.md130 starsChanged 7 months agoMITView on GitHub
These instructions are for AI assistants working in this project. Always open @/openspec/AGENTS.md when the request: Use @/openspec/AGENTS.md to learn: Keep this managed block so 'openspec update' can refresh the instructions. 强制(必须读 + 更新站点地图) 可选(允许跳过站点地图更新) 来源:2026-04-24 Claude Usage Parser Severe Under-Counting 复盘。 适用:新增任何 AI CLI token usage source 的 PR(src/lib/integrations/*.js + src/lib/rollout.js 内 normalize<Source>Usage + parse<Source>* 家族)。 任何新 source 接入 PR 必须同时满足以下三项,缺一不通过评审:
- Commits and pushes
1 other project uses a version of this.
Adopted by
Most recently taken up by
- victorGPT/vibeusageword for word, first seen Oct 8, 2026
Other versions1 project uses a version of this.
Word for word · 1
- victorGPT/vibeusage★ 130100% same
Edited · 0
None found.
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.
Of the AGENTS.md files we read, the 31,700 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repository7 other files it gives its agents.
- openspec/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- find-skillsSkill
- insforge-cliSkill
- insforgeSkill
- vibeusage-designSkill
- frontend-ui-functionalSkill
The file
We split this AGENTS.md into the rules it gives an agent
3 rules. About 0 are common, 1 is distinctive, and 2 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 7
Always open @/openspec/AGENTS.md when the request:
- Very specific: line 13
Use @/openspec/AGENTS.md to learn:
- Distinctive: line 19
Keep this managed block so 'openspec update' can refresh the instructions.
≈ “Common” is an estimate: at least 1 in 5 of the 40,246 AGENTS.md files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
<!-- OPENSPEC:START -->OpenSpec Instructions
These instructions are for AI assistants working in this project.
Always open @/openspec/AGENTS.md when the request:
- Mentions planning or proposals (words like proposal, spec, change, plan)
- Introduces new capabilities, breaking changes, architecture shifts, or big performance/security work
- Sounds ambiguous and you need the authoritative spec before coding
Use @/openspec/AGENTS.md to learn:
- How to create and apply change proposals
- Spec format and conventions
- Project structure and guidelines
Keep this managed block so 'openspec update' can refresh the instructions.
<!-- OPENSPEC:END -->仓库站点地图规则
- 非 trivial 变更前先阅读
docs/repo-sitemap.md,用它确定当前模块边界、入口文件与首读路径。 - 当变更影响模块边界、跨模块数据流、公共接口、或首选入口文件时,必须同步更新
docs/repo-sitemap.md。 - 渐进式披露:先读站点地图里的顶层目录和目标模块小节,只在依赖仍不清楚时再扩大阅读范围。
- 小改动聚焦单模块;中等改动扩展到相邻模块;跨模块/数据流改动沿着站点地图列出的路径逐步展开。
站点地图执行边界(强制 vs 可选)
强制(必须读 + 更新站点地图)
- 架构变更或系统边界调整
- 数据流/存储/同步路径变化
- 公共接口或契约改变(API、事件、数据模型)
- 跨模块耦合关系调整
- 模块首选入口文件或作者路径变化
可选(允许跳过站点地图更新)
- 局部 bugfix(不影响模块边界/数据流)
- 纯文案/样式/格式类改动
- 孤立脚本修补(不进入核心流程)
最小摩擦执行规则
- 变更前判断是否触发“强制”条件
- 触发则先读并在结束后更新
docs/repo-sitemap.md;不触发可跳过 - 提交信息或 PR 描述可附一句:
Repo sitemap: updated或Repo sitemap: not required
SQLite 使用习惯(渐进式披露)
- 定位顺序:先用
docs/repo-sitemap.md缩小范围(模块/路径前缀),再用 SQLite 精确查询。 - 查询原则:只输出最小结果集(几十/几百行以内),禁止全量导出。
- 模板优先:使用
docs/graph/sql-templates.md的固定 SQL,避免手写出错。 - 目标定位:SQLite 仅负责“符号级事实定位”,输出结果再交给 AI。
OpenSpec 使用范围
- 默认使用 skill 工作流,不强制走 OpenSpec。
- 仅在以下“重大模块”场景触发 OpenSpec:外部集成、跨模块核心流程、DB schema 变更、安全/权限边界变化、破坏性变更。
文案规则(Copy Registry)
- 本项目页面上所有展示文字必须来自
dashboard/src/content/copy.csv。 - 任何文案改动必须汇总到文案表,不允许在组件内新增/修改硬编码文本。
- 文案表与项目官网内容必须双向同步:官网改动需回写文案表,文案表更新需同步到官网。
回归用例要求
- 每次提交必须执行回归用例(至少覆盖本次变更相关路径),并记录执行命令与结果。
PR 预检与风险层门禁
- PR 模板必须填写
Affected Modules / Contracts、Validation与Risk Flags;跨模块变更需附 repo sitemap evidence(更新说明或受影响小节)。 - 若
Risk Flags勾选任一项,必须补全Risk Addendum(Rules / Invariants、Boundary Matrix ≥ 3、Evidence)。 - 若勾选
Public exposure / share links / unauthenticated access,必须补全Public Exposure Addendum。 Reviewer Context仅供 reviewer / AI 复审参考,不属于硬门禁。- CI 会执行
node scripts/ops/pr-risk-layer-gate.cjs;在 CI 中优先读取 live PR body,event payload 仅作为 fallback;本地可用--body-file预检。 - 详细流程见
docs/ops/pr-review-preflight.md。
工作流规则(Workflow)
- 完成代码后仅执行本地提交(git commit),未经用户明确指示不得推送(git push)。
发布收尾规则(Release Closure)
- 发布后必须通过 CI 检测,才算收尾。
- 本地预检命令放在
package.json的scripts.ci:local:npm run ci:local
- 若 GitHub Actions 的
CI工作流未通过,不得标记“发布完成”。
新 AI CLI Source 接入 Checklist(强制)
来源:2026-04-24 Claude Usage Parser Severe Under-Counting 复盘。 适用:新增任何 AI CLI token usage source 的 PR(
src/lib/integrations/*.js+src/lib/rollout.js内normalize<Source>Usage+parse<Source>*家族)。
任何新 source 接入 PR 必须同时满足以下三项,缺一不通过评审:
- 定义去重键(Dedupe Key)
- parser 必须能识别同一 upstream 请求/响应的重复写入,按稳定 id 去重(优先顺序:上游
message.id→request_id→ 其它跨机器唯一值)。 - cursor 端持久化最近 N 个已处理 id(默认 500),覆盖跨 sync 切片的重复。
- 没有 upstream 唯一 id 的 source,必须在 PR 描述里显式声明"无去重键"并论证为何安全(例如:源数据本身就是 append-once、或每行已是独立事件)。
- parser 必须能识别同一 upstream 请求/响应的重复写入,按稳定 id 去重(优先顺序:上游
total_tokens含所有 token 通道normalize<Source>Usage返回的total_tokens必须等于input_tokens + cached_input_tokens + output_tokens + reasoning_output_tokens(按 source 有的那几项求和,不能遗漏 cache_read / cache_creation / reasoning 这些"非主通道")。- 若 upstream payload 直接给 total,可 trust it;否则 fallback 公式必须覆盖全部通道。参考正例:
normalizeKimiUsage(src/lib/rollout.js)。 - 反例(已修复):
normalizeClaudeUsage与normalizeOpencodeTokens曾漏 cache_read,导致 dashboard 显示 ~5–15% 的真实消耗。
- Real-session fixture 回归测试
- 提交
test/rollout-<source>-*.test.js至少覆盖三类 case:- 单条消息的 total 与分通道分别正确(显式断言
input_tokens / cached_input_tokens / output_tokens / total_tokens) - 去重键命中(同 id 出现两次应聚合一次)
- 游标续读(第二次 sync 只处理新增行)
- 单条消息的 total 与分通道分别正确(显式断言
- 以上 fixture 数字应该是用纸笔能对账的小数,不要依赖真实 session 大数据;否则断言会沦为 snapshot。
- 若 source 支持 cache_read,必须有一条"大 cache_read、小 input/output"的 fixture 确保 total 没再漏 cache(参考
rollout-parser.test.js的Opus long-session regression测试)。
- 提交
附加强烈建议(非强制,评审时优先鼓励):
- Dashboard 侧
ClientLogos.jsx的CLIENTS注册一条 entry,使source=<name>的数据在 UI 上可见。 - Landing copy(
dashboard/src/content/copy.csv的landing.*客户端列表)一并更新。 - CHANGELOG 条目在下一次版本 bump 时含 source 名。
复盘协议(Retrospective Contract,CLI 无关)
目标:让 Codex/Claude/OpenCode/Gemini 等任何 AI CLI 都走同一条复盘流程。
- 单一真源(SSOT):复盘流程规则只维护在本文件,不在各 AI 工具配置里复制一份。
- 目录规范:新复盘必须放在
docs/retrospective/<repo>/,禁止新增到平铺根目录。 - 渐进式披露:
- 先看
docs/retrospective/_index.md(L1 卡片筛选) - 再看
docs/retrospective/<repo>/_index.md(仓库内筛选) - 最后才看完整复盘正文(L2/L3)
- 先看
- 新复盘最小清单(强制):
- 文档含 frontmatter:
repo/layer/module/severity/design_mismatch/detection_gap - 更新全局索引:
docs/retrospective/_index.md - 更新仓库索引:
docs/retrospective/<repo>/_index.md
- 文档含 frontmatter:
- 自动门禁:必须通过
npm run validate:retros。 - AI CLI 适配原则:任何 CLI 只需“执行前读取 AGENTS.md + 通过 validate:retros”,无需额外私有流程。
部署规则(Deployment)
- 所有函数都通过 Insforge2 MCP 部署。
Insforge 聚合与契约(PostgREST)
- 聚合查询统一使用
sum(column)语法,禁止使用column.sum()。 - 新增/修改聚合接口必须有真实 Insforge2 环境 smoke 验证(至少 1 次请求 200 + 合理响应)。
- 若出现
schema cache/relationship+'sum'相关错误,应直接走聚合 fallback 逻辑并记录根因。 - Smoke 脚本:
scripts/ops/insforge2-smoke-project-usage-summary.cjs(需要VIBEUSAGE_INSFORGE_BASE_URL与VIBEUSAGE_USER_JWT)。
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

