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/runchuan-bu/bioclaw/debugnpx skills add Runchuan-BU/BioClaw --skill debuggit clone --depth 1 https://github.com/Runchuan-BU/BioClawWrote 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/runchuan-bu/bioclaw/debug)<a href="https://agentmods.dev/skills/runchuan-bu/bioclaw/debug"><img src="https://agentmods.dev/badge/skills/runchuan-bu/bioclaw/debug.svg" alt="Measured on agentmods" 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 | $0.00040 | $0.02948 |
| Opus 5 | $0.00020 | $0.01474 |
| Sonnet 5 | $0.00008 | $0.00590 |
| Haiku 4.5 | $0.00004 | $0.00295 |
Grade D, and why
debug scanned grade D with 2 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 5d 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.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
--dangerously-skip-permissions cannot be used with root/sudo privileges Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
rm -rf data/sessions/ The source is not reproduced here
A licence we could not identify
The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.
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.
- 5d ago First seen · 348 lines · 40 tokens per session scan D af2035719972
debug is a skill published in the GitHub repository Runchuan-BU/BioClaw (406 stars, last pushed 12d ago), with no licence file. It adds 40 tokens to every session and 2,948 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it D with 2 findings (asks for root, recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
repro-enforcer
Export any bioinformatics analysis as a reproducible bundle with Conda environment, Singularity container definition, and Nextflow pipeline.
manage-mounts
Configure which host directories agent containers can access. View, add, or remove mount allowlist entries. Triggers on "mounts", "mount allowlist", "agent access to directories", "container mounts".
redteam-container-detail-pack
Domain routing and boundary guidance for authorized container and orchestration security testing, including Docker escape, Kubernetes privilege escalation, image vulnerabilities, and service mesh bypasses. Use when a task belongs to the container testing domain and needs scope, evidence, pivot, or exit criteria.
helm
Helm chart expert for Kubernetes package management, templating, and dependency management.
docker
Docker expert for containers, Compose, Dockerfiles, and debugging.
kubernetes
Kubernetes operations expert for kubectl, pods, deployments, and debugging.