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 skills add ahwurm/localharness --skill bug-repro-testgit clone --depth 1 https://github.com/ahwurm/localharnessWrote 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/ahwurm/localharness/bug-repro-test)<a href="https://agentmods.dev/skills/ahwurm/localharness/bug-repro-test"><img src="https://agentmods.dev/badge/skills/ahwurm/localharness/bug-repro-test/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/ahwurm/localharness/bug-repro-test"><img src="https://agentmods.dev/badge/skills/ahwurm/localharness/bug-repro-test.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 | $0.00041 | $0.00167 |
| Opus 5.5 | $0.00016 | $0.00067 |
| Sonnet 5.5 | $0.00008 | $0.00033 |
| Haiku 4.5 | $0.00004 | $0.00017 |
Grade A, and why
bug-repro-test 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 7d 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
Bug reproduction test
- Restate the bug in one sentence: the input, the expected result and the actual result.
- Find the nearest existing test file for the code involved with a read-only search.
- Write the smallest test that sets up that input and asserts the expected result.
- Run only that test and confirm it fails for the reason the report gives.
- If it fails for another reason, fix the test, not the code.
- Name the test after the behaviour that is wrong.
- Stop there and leave the fix for a later step.
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.
- 7d ago First seen · 14 lines · 41 tokens per session scan A 9e074e22d504
bug-repro-test is a skill published in the GitHub repository ahwurm/localharness (59 stars, last pushed 2d ago), licensed MIT. It adds 41 tokens to every session and 167 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-10-30.
bug-repro-test compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| bug-repro-testahwurm/localharness | Skill | 59 | 2d ago | MIT | A | 41 | Claude Code, Codex |
| hive.browser-automationaden-hive/hive | Skill | 11k | 4d ago | Apache-2.0 | A | 142 | Claude Code, Codex |
| hive.slack-notifications-setupaden-hive/hive | Skill | 11k | 4d ago | Apache-2.0 | A | 136 | Claude Code, Codex |
| hive.pdfaden-hive/hive | Skill | 11k | 4d ago | Apache-2.0 | A | 98 | Claude Code, Codex |
| hive.chart-creation-foundationsaden-hive/hive | Skill | 11k | 4d ago | Apache-2.0 | A | 133 | Claude Code, Codex |
| browser-edge-casesaden-hive/hive | Skill | 11k | 4d ago | Apache-2.0 | A | 40 | Claude Code |
| triage-issueaden-hive/hive | Skill | 11k | 4d ago | Apache-2.0 | A | 0 | Claude Code |