Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/YouYou-lj/GovSafeAgentnpx agentmods add skills/youyou-lj/govsafeagent/traceaudit-govWrote 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.
[](https://agentmods.dev/skills/youyou-lj/govsafeagent/traceaudit-gov)<a href="https://agentmods.dev/skills/youyou-lj/govsafeagent/traceaudit-gov"><img src="https://agentmods.dev/badge/skills/youyou-lj/govsafeagent/traceaudit-gov/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.
<a href="https://agentmods.dev/skills/youyou-lj/govsafeagent/traceaudit-gov"><img src="https://agentmods.dev/badge/skills/youyou-lj/govsafeagent/traceaudit-gov.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.00295 |
| Opus 5 | $0.00000 | $0.00148 |
| Sonnet 5 | $0.00000 | $0.00059 |
| Haiku 4.5 | $0.00000 | $0.00030 |
Grade A, and why
traceaudit-gov 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 9d 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.
What it actually says
TraceAudit-Gov
用途
创建带版本的追踪事件，验证每条追踪链的哈希关系与 HMAC 签名，在存储和查询阶段执行脱敏，导出完整性证据，并在不执行工具的前提下重放已冻结的智能体安全裁决。
公共接口
from safeagent_gov.audit import (
create_trace,
log_event,
verify_trace,
get_audit_trace,
export_audit_report,
create_replay_bundle,
verify_replay_bundle,
replay_trace,
)
安全边界
- 追加事件前必须验证既有链；遇到存储或完整性错误时按失败关闭处理。
- 凭据和原始内容在存储前必须脱敏，或替换为长度与 SHA-256 摘要。
- 重放只能消费已签名快照和已记录的模拟器响应，绝不能调用工具处理器。
- 本地 HMAC 签名只证明部署信任域内的完整性，不等同于外部时间戳或 HSM 信任根。
验证命令
python -m pytest research_technology/skills/traceaudit-gov/tests -q
python research_technology/benchmarks/runners/eval_paper_fullstack.py
What ships with it
11 files 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.
- benchmarks/README.md 192 B
- examples/README.md 71 B
- manifest.yaml 569 B
- policies/audit_schema.json 1.4 KB
- README.md 797 B
- src/__init__.py 595 B runs code
- src/audit.py 18 KB runs code
- src/integrity.py 10 KB runs code
- src/replay.py 10 KB runs code
- tests/test_integrity_replay.py 7.1 KB runs code
- tests/test_traceaudit_skill.py 416 B runs code
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.
- 9d ago First seen · 35 lines · 0 tokens per session scan A fa82eeb6d09d
traceaudit-gov is a skill published in the GitHub repository YouYou-lj/GovSafeAgent (2 stars, last pushed 14d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 295 tokens. 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.
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