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.
npx agentmods add skills/astordu/qoderharness/implementnpx skills add astordu/qoderharness --skill implementgit clone --depth 1 https://github.com/astordu/qoderharnessWhat 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 | $0.00018 | $0.00255 |
| Opus 5 | $0.00009 | $0.00128 |
| Sonnet 5 | $0.00004 | $0.00051 |
| Haiku 4.5 | $0.00002 | $0.00026 |
Grade A, and why
implement 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 2d 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
实现用户在规格或工单中所描述的工作。
在预先约定好的接缝（seam）处，尽可能使用 /tdd。
定期做类型检查、定期运行单个测试文件，并在最后运行一次完整的测试套件。
完成后，先将改动提交到当前分支，再使用 /code-review 来审查这项工作。
如果发现 blocking 问题（缺失、错误或超出范围的需求，以及违反仓库有文档记录的规范；基线坏味道属于主观判断，不算 blocking）：
- 修改代码；
- 增加或修改能够复现问题的测试；
- 将修复提交进当前分支，确保审查目标包含最新改动；
- 重新运行验证；
- 重新运行 /code-review。
另外，对审查中指出的坏味道，修复你认同且修改成本低的部分；它们不阻塞循环。
重复以上过程，直到不存在 blocking 问题。
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.
- 2d ago First seen · 25 lines · 18 tokens per session scan A 6ed6a1a72636
implement is a skill published in the GitHub repository astordu/qoderharness (21 stars, last pushed 6d ago), licensed MIT. It adds 18 tokens to every session and 255 once invoked, about $0.0001 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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