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 taracodlabs/aiden --skill systematic-debugginggit clone --depth 1 https://github.com/taracodlabs/aidenWrote 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/taracodlabs/aiden/systematic-debugging)<a href="https://agentmods.dev/skills/taracodlabs/aiden/systematic-debugging"><img src="https://agentmods.dev/badge/skills/taracodlabs/aiden/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/taracodlabs/aiden/systematic-debugging"><img src="https://agentmods.dev/badge/skills/taracodlabs/aiden/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 | $0.00015 | $0.01081 |
| Opus 5.5 | $0.00006 | $0.00432 |
| Sonnet 5.5 | $0.00003 | $0.00216 |
| Haiku 4.5 | $0.00002 | $0.00108 |
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.
The source is not reproduced here
Licensed AGPL-3.0
The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
What ships with it
1 file 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.
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 · 132 lines · 15 tokens per session scan A c2f2916971d1
systematic-debugging is a skill published in the GitHub repository taracodlabs/aiden (855 stars, last pushed 1mo ago), licensed AGPL-3.0. It adds 15 tokens to every session and 1,081 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.
Other skills, from other repositories
fix-finding
Use when the user explicitly asks to fix and verify a validated or plausible security finding. Do not use as the primary trigger for full PR, commit, branch, patch, or repository scans.
compare-files
Compare two files and show differences.
debug-error
Analyze an error message and suggest fixes.
extract-todos
Find all TODO/FIXME comments in codebase.
postmortem-draft
Periodic sweep that finds incidents marked resolved in {{incidentchannel}}, correlates the channel timeline against GitHub deploys/merges and Datadog log spikes over the incident window, and drafts a structured postmortem as a PR under {{postmortempath}} in {{targetrepo}} — root cause and action items proposed, never…
karpathy-guidelines
Surgical execution guardrails for coding, debugging, review, and refactor tasks.