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/mapping-analysis/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/mapping-analysis)<a href="https://agentmods.dev/skills/monarch-initiative/dismech/mapping-analysis"><img src="https://agentmods.dev/badge/skills/monarch-initiative/dismech/mapping-analysis/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/mapping-analysis"><img src="https://agentmods.dev/badge/skills/monarch-initiative/dismech/mapping-analysis.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 | $0.00082 | $0.02475 |
| Opus 5.5 | $0.00033 | $0.00990 |
| Sonnet 5.5 | $0.00016 | $0.00495 |
| Haiku 4.5 | $0.00008 | $0.00248 |
Grade A, and why
mapping-analysis 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.
How it starts
The opening of the file, as written. The whole thing — 199 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Analyze mappings in dismech
Determine whether the mapped concepts have the same scope, explain the alternatives, and identify the evidence for a correction. Boomer checks consistency under supplied constraints and priors; it does not establish clinical equivalence or infer gene associations.
Start with the question and saved evidence
Identify the disease entry, subtype, grouping, or cross-source mapping at issue. Read its asserted mapping predicate and intended scope before treating a different target as an error. A disease family, genetic subtype, phenotype, susceptibility, and coding category may have similar names but different scopes.
Use the existing artifacts under analyses/boomer:
| Artifact | What to inspect |
|---|---|
index.tsv, mendelian.tsv |
Cohort membership, grounding, and saved status |
disorders/<slug>/kb.yaml |
Hard constraints, hypotheses, input priors, and labels |
disorders/<slug>/solution.yaml, solution.md, solve.json |
Chosen assignment, probabilities, timeout status, input hash, and solver revision |
disorders/<slug>/proxy-merges.json |
Annotation evidence and decisions, where generated |
remaining-low-confidence/ |
Distinct alternatives, source context, and residual triage |
proxy-merges/ |
Curated permissions, source catalog, original inputs, and migration manifests |
runs/ |
Attempt records and comparisons, including failed or incomplete searches |
groupings/, cross-source/, icd10/ |
Solver-free membership checks, direct mapping comparisons, and ICD coverage |
An index row or an old solution.md is not enough to establish a current
result. Check the input hash, solver revision, and completion status together.
Separate current completed searches, timeouts, stale results, and results from
older solvers when reporting counts or confidence distributions. Compute cohort
sizes from the artifacts; historical README totals are not permanent defaults.
Establish source context
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 · 199 lines · 82 tokens per session scan A 5d4e4039770d
mapping-analysis is a skill published in the GitHub repository monarch-initiative/dismech (69 stars, last pushed today), licensed BSD-3-Clause. It adds 82 tokens to every session and 2,475 once invoked, about $0.0003 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 2026-09-21.
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