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 Raidriar7170/hermes-skilleval --skill systematic-debugginggit clone --depth 1 https://github.com/Raidriar7170/hermes-skillevalWrote 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/raidriar7170/hermes-skilleval/systematic-debugging)<a href="https://agentmods.dev/skills/raidriar7170/hermes-skilleval/systematic-debugging"><img src="https://agentmods.dev/badge/skills/raidriar7170/hermes-skilleval/systematic-debugging/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/raidriar7170/hermes-skilleval/systematic-debugging"><img src="https://agentmods.dev/badge/skills/raidriar7170/hermes-skilleval/systematic-debugging.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00025 | $0.00298 |
| Opus 5.5 | $0.00010 | $0.00119 |
| Sonnet 5.5 | $0.00005 | $0.00060 |
| Haiku 4.5 | $0.00003 | $0.00030 |
Grade A, and why
Systematic Debugging 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 1mo 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
Systematic Debugging
Use when a failure, flaky test, runtime error, or unexpected behavior needs investigation before implementation. Reproduce the symptom, gather observations, form one hypothesis at a time, and verify the root cause before changing code.
Evidence
- Reproduction command and observed failure.
- Narrowed cause with file or interface evidence.
- Fix validation and remaining risk.
Source Snapshot
Source: superpowers/systematic-debugging/SKILL.md
Short excerpt used for provenance, not a full source copy.
# Systematic Debugging ## Overview Random fixes waste time and create new bugs. Quick
patches mask underlying issues. **Core principle:** ALWAYS find root cause before
attempting fixes. Symptom fixes are failure. **Violating the letter of this process is
violating the spirit of debugging.** ## The
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.
- 1mo ago First seen · 36 lines · 25 tokens per session scan A 457d671d02fe
Systematic Debugging is a skill published in the GitHub repository Raidriar7170/hermes-skilleval (29 stars, last pushed 24d ago), licensed MIT. It adds 25 tokens to every session and 298 once invoked, about $0.0001 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 2026-08-30.
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