MANDATORY for every coding agent (Claude Code, Codex, or any other) on every change-set — every applicable source file the agent creates or updates MUST start with the project's copyright/authorship header (file overview + exact author line). Use automatically whenever writing a new file or editing an existing one; do not wait to be asked. Covers JS/TS/TSX/CJS/MJS, Python, shell, and CSS. Includes the audit script to verify repo-wide compliance.
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实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
Every applicable source file in this repository starts with a header comment containing a file overview and the exact author line:
@author Son Nguyen <hoangson091104@gmail.com>
The name and email must be exactly as above — no variations, no substitutions, no other names. This applies to every coding agent working in this repo (Claude Code, Codex, or any other tool): when you create a new applicable file, write the header first; when you update an existing applicable file that is missing the header, add it as part of the same change.
| Included | Excluded |
|---|---|
*.js, *.ts, *.tsx, *.cjs, *.mjs | anything under node_modules/, dist/, build/, data/, .worktrees/ |
*.py, *.sh | vendored/minified files (*.min.js, wiki/mermaid.min.js) |
*.css | generated files (wiki/i18n-content.js — carries its own AUTO-GENERATED banner) |
snapshots (__snapshots__/), lockfiles, JSON/YAML/Markdown |
JS / TS / TSX — server & scripts style (overview inline in @file):
/**
* @file One-to-few-sentence overview of what this file does and why it
* exists. Mention the key contracts or invariants the file owns.
* @author Son Nguyen <hoangson091104@gmail.com>
*/
JS / TS / TSX — client style (@file name + @description overview), used
under client/src/:
/**
* @file ComponentName.tsx
* @description What the component/module renders or provides and how it fits
* into the app.
* @author Son Nguyen <hoangson091104@gmail.com>
*/
CSS (same block-comment shape as client/src/index.css):
/**
* @file file.css
* @description What these styles cover.
* @author Son Nguyen <hoangson091104@gmail.com>
*/
Shell (# block right after the shebang; existing overview comments count —
just make sure the @author line is in the block):
#!/usr/bin/env bash
# script-name.sh — what the script does, one to few lines.
# @author Son Nguyen <hoangson091104@gmail.com>
Python (inside the module docstring):
"""
module.py — what the module does.
@author Son Nguyen <hoangson091104@gmail.com>
"""
@author Son Nguyen <hoangson091104@gmail.com> —
byte-exact, in every file type (shell and Python use it inside # / docstring
comments).@file/@description overview in the same change.Run the bundled checker to list any applicable file missing the header:
bash .claude/skills/file-headers/scripts/check-headers.sh
Exit code 0 = fully compliant; 1 = the printed files are missing headers.
Run it before finishing any change-set that adds files, and during reviews.
On every pull request, GitHub Actions runs
.claude/skills/file-headers/scripts/check-headers-pr.sh against only the
files changed in the PR diff (added, copied, renamed, or modified). Test locally
before pushing:
bash .claude/skills/file-headers/scripts/check-headers-pr.sh origin/master HEAD
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Inspect fired CCAM alerts and manage alert rules for token thresholds, event patterns, inactivity, and status duration. Use when acknowledging alerts, creating or editing a rule, checking cooldowns, or connecting alert rules to webhook targets.
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Identify anomalous sessions using Agent Monitor data — cost outliers from the pricing engine, token anomalies (cache miss spikes, compaction baseline surges), unusual event type ratios (PreToolUse/PostToolUse gaps, APIError clusters), behavioral deviations from workflow intelligence (complexity score outliers, error propagation anomalies), and sessions with abnormal metadata (extreme turn_count, high thinking_blocks, zero turn_duration).
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Produce a detailed report on APIError events from Agent Monitor data — counts over time, which sessions and models are affected, and the likely root cause (rate limits, overload/529, or context-window pressure) inferred from each event's summary and data payload. Use when API errors spike or when you need to explain why requests are failing.
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Benchmark one session (or a small recent set) against the rolling average using Agent Monitor data — cost, total tokens, tool count, and workflow complexity score — and report where each metric lands as a percentile of the population. Tells you whether a session was normal, cheap, or an outlier. Use when judging whether a session was typical or out of band.
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Define a spend budget for Claude Code and, optionally, create a cost alert rule that fires when usage crosses the limit, via POST /api/alerts/rules on the Agent Monitor dashboard. Reads current spend from /api/pricing/cost to size the budget sensibly and explains every rule field before writing. Use when setting a spend limit or wiring up a budget guardrail.
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Analyze prompt-cache effectiveness for Claude Code usage from the Agent Monitor dashboard — cache hit rate (total_cache_read / (total_cache_read + total_input)), cache_write vs cache_read reuse, cache-read vs cache-write spend, and the sessions with the poorest reuse. Pulls token totals from /api/analytics, per-session detail from /api/sessions, and dollar splits from /api/pricing/cost. Use when diagnosing cache spend or deciding whether prompt caching is paying off.
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