Borrowing it
Nothing to install: this file belongs to monarch-initiative/dismech. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/monarch-initiative/dismech/main/.claude/skills/dismech-compliance/SKILL.mdgit clone --depth 1 https://github.com/monarch-initiative/dismechWrote 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/monarch-initiative/dismech/dismech-compliance)<a href="https://agentmods.dev/skills/monarch-initiative/dismech/dismech-compliance"><img src="https://agentmods.dev/badge/skills/monarch-initiative/dismech/dismech-compliance/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/monarch-initiative/dismech/dismech-compliance"><img src="https://agentmods.dev/badge/skills/monarch-initiative/dismech/dismech-compliance.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 | $0.00052 | $0.02246 |
| Opus 5 | $0.00026 | $0.01123 |
| Sonnet 5 | $0.00010 | $0.00449 |
| Haiku 4.5 | $0.00005 | $0.00225 |
Grade A, and why
dismech-compliance 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 10d 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.
How it starts
The opening of the file, as written. The whole thing — 315 lines — stays where its author put it; the contents beside it link to each section on GitHub.
DisMech Compliance Analysis Skill
Overview
Analyze and improve the completeness of disorder YAML files in the dismech knowledge base. The compliance system checks for recommended fields (ontology terms, evidence items, descriptions) and generates scores to identify priority curation targets.
When to Use
- Running compliance checks on disorder files
- Identifying missing recommended fields
- Understanding which files need the most curation work
- Improving overall knowledge base quality
- Generating compliance dashboards and reports
- Understanding field priority (weighted scoring)
Key Commands
Analyze Single File
just compliance kb/disorders/Asthma.yaml
Output includes:
- Global Compliance: Percentage of recommended fields populated
- Weighted Compliance: Score adjusted by field importance
- Summary by Slot: Compliance grouped by field type (term, evidence, description)
- Aggregated Scores by List Path: Breakdown for nested structures
- Detailed Path Scores: Individual field status (OK/MISSING)
Analyze All Files
just compliance-all
Multi-file report showing:
- Overall knowledge base compliance
- Per-path compliance across all files
- Quick identification of systematically missing fields
Weighted Analysis with Thresholds
just compliance-weighted
Uses conf/qc_config.yaml to:
- Apply importance weights to different fields
- Flag violations where compliance falls below minimum thresholds
- Prioritize critical fields (phenotype terms, cell types, disease terms)
Generate Reports
# CSV format for spreadsheet analysis
just compliance-csv
# JSON format for programmatic processing
just compliance-report
Generate Visual Dashboard
just gen-dashboard
Creates dashboard/index.html with:
- Interactive charts showing compliance distribution
- Priority curation targets (10 lowest-scoring files)
- Trend analysis across the knowledge base
Graph-Derived Metrics (Connectivity)
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.
- 10d ago First seen · 315 lines · 52 tokens per session scan A b3b54ac9933b
dismech-compliance is a skill published in the GitHub repository monarch-initiative/dismech (60 stars, last pushed today), licensed BSD-3-Clause. It adds 52 tokens to every session and 2,246 once invoked, about $0.0003 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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