audit-end

audit-end is a skill for Claude Code from RickyTong1/audit-harness. It costs 63 tokens per session (1,252 once invoked), scanned A, original, MIT.

A command for closing an audit session and checking that its records are complete. An audit session is a stored record of the tools used, files changed, and notes captured during a work period.

In plain words
What is it for?
Use it at the end of a task to archive audit data, clear pending records, record important corrections, and finish the current session.
Why use it?
It brings together records that may still be waiting in temporary files and checks for user corrections that should be remembered. This prevents the final session record from missing recent work.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions CLAUDE.md.

Good fit Use it at the end of a task to archive audit data, clear pending records, record important corrections, and finish the current session.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/rickytong1/audit-harness/audit-end
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.

Any agent
npx skills add RickyTong1/audit-harness --skill audit-end
Clone the repo
git clone --depth 1 https://github.com/RickyTong1/audit-harness

Made for: Claude Code.

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 audit-end

README.md
[![agentmods](https://agentmods.dev/badge/skills/rickytong1/audit-harness/audit-end/github.svg)](https://agentmods.dev/skills/rickytong1/audit-harness/audit-end)
Your own site
<a href="https://agentmods.dev/skills/rickytong1/audit-harness/audit-end"><img src="https://agentmods.dev/badge/skills/rickytong1/audit-harness/audit-end/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for audit-end

Your own site · 80×15
<a href="https://agentmods.dev/skills/rickytong1/audit-harness/audit-end"><img src="https://agentmods.dev/badge/skills/rickytong1/audit-harness/audit-end.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 63 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,252 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Agent Snooping · line 40
    Skill reads from agent configuration directories (.claude/, .codex/, .gemini/). These directories may contain API keys, personal settings, and other credentials that the skill has no legitimate need to access.
    Fix: Remove all code or instructions that access agent configuration directories (.claude/, .codex/, .gemini/). If configuration values are needed, pass them explicitly as parameters or environment variabl
  • high Tool Misuse · line 135
    Tool parameters are crafted to achieve unintended or unsafe behavior. Parameter abuse can bypass intended safety checks (e.g. shell=True, --force, dangerous glob patterns).
    Fix: Validate all tool parameters against an allowlist. Reject dangerous parameter values (shell=True, --force, -rf /) and use safe defaults.
How audits are shown
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 5.1 $0.00063 $0.01252
Opus 5 $0.00032 $0.00626
Sonnet 5 $0.00013 $0.00250
Haiku 4.5 $0.00006 $0.00125

Measured 10d ago against content hash d03b44f50e52, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

audit-end 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 10d 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/audit-end/SKILL.md · 143 lines

How it starts

The opening of the file, as written. The whole thing — 143 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/end — 审计会话结束 + 完整性检查

触发方式

/end

执行步骤

1. 确定当前 session

读取 .claude/runs/.current_session 获取 session_id。

如果文件不存在:

  • 检查是否有 auto_ session(Stop hook 自动创建的)
  • 如果有,使用最近的 auto session
  • 如果没有,提示用户"当前没有活跃的审计会话"

2. 收集审计数据

不是"扫描对话历史"——Skill 无法访问对话历史。 实际数据来源是 hooks 已经收集好的文件:

来源 1: .claude/runs/audit_buffer.jsonl
  → PostToolUse hook 自动记录的 Write/Edit/Bash 操作
  → 每条包含 timestamp, tool, files, detail

来源 2: .claude/runs/audit_pending.jsonl
  → Claude 主动写入的 [AUDIT] 块(JSON 格式)
  → 每条包含 batch, action, input, output

来源 3: .claude/runs/{session_id}/audit_trail.jsonl
  → Stop hook 已归档的历史记录(之前轮次的 buffer + pending)

汇总步骤:

  1. 读取 audit_buffer.jsonlaudit_pending.jsonl 中的剩余数据(Stop hook 可能还没来得及归档最后一轮)
  2. 追加到 .claude/runs/{session_id}/audit_trail.jsonl
  3. 清空 buffer 和 pending

3. 提取用户修正

audit_trail.jsonlaudit_pending.jsonl 中搜索 user_correction 类型的记录。如果本次会话中有用户纠正 Claude 的判断,标记为高优先级恢复项并写入 audit_trail:

{
    "record_type": "conversation",
    "action_type": "user_correction",
    "priority": "critical_for_recovery",
    "original_claim": "Claude 的原始判断",
    "correction": "用户的修正",
    "principle_extracted": "提取的通用原则",
    "persisted_to": ["写入了哪些文件"]
}

4. 审计完整性检查

audit_trail.jsonlaudit_buffer.jsonl 中提取信息执行检查:

检查项 数据源 通过条件 失败处理
有审计记录 audit_trail.jsonl 行数 > 0 ⚠️ "审计性为 0"
文件修改有记录 audit_trail 中 tool=Write/Edit 的条目 每个修改过的文件都有记录 ⚠️ 列出未审计的文件
Prompt 修改有验证 audit_trail 中含 "prompt" 的条目 必须有包含 "回归测试" 或 "10000" 的条目 ❌ "Prompt 修改未验证"
Prompt 修改有 Harness 日志 L1 附录 D 已更新 ⚠️ 提醒补充
用户修正已持久化 user_correction 条目 已写入 CLAUDE.md 或文档 ⚠️ 提醒持久化

输出格式:

=== 会话审计检查 ===
会话: {session_id}
任务: {session.json 中的 task}
时长: {start → end}

[✅] 审计记录: {N} 条
[✅] 文件修改已记录 ({M} 个文件)
[⚠️] L1 附录 D 需要更新
[✅] 用户修正已持久化 (2 条)

Record 统计:
  工具操作:    {tool_use 记录数} 条
  [AUDIT] 块:  {pending 记录数} 条
  user_correction: {修正记录数} 条

5. 生成会话总结

写入 .claude/runs/{session_id}/session_summary.md

Read the full file on GitHub · 143 lines

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. 10d ago First seen · 143 lines · 63 tokens per session scan A d03b44f50e52

Subscribe to this mod's changes

audit-end is a skill published in the GitHub repository RickyTong1/audit-harness (472 stars, last pushed 3mo ago), licensed MIT. It adds 63 tokens to every session and 1,252 once invoked, about $0.0003 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 2026-08-30.

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