disease-stratifier SKILL.md skillA
disease-stratifier from ethanyoq/skill-hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ethanyoq/skill-hub/disease-stratifier@git:20260912.c74de71Pins git:20260912.c74de71 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ethanyoq/skill-hub
- Path
archives/user-installed-skills/disease-stratifier/85c30053571fca66/disease-stratifier/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260912.c74de71, committed Sep 12, 2026
- Size
- 2,407 bytes
- Repository stars
- 11
- License
- MIT
Phase 2 of disease-market-sizing-orchestration. Discovers disease-specific stratification dimensions by citing guideline sections from sources/guidelines/. ALWAYS uses cite-based discovery — NEVER built-in stratification templates. Output: .cache/<slug>/staging.json. Use AFTER contract-elicitor and AFTER A1' guidelines fetch.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Disease Stratifier (Phase 2)
## P0 守门 — strict prohibitions
- 禁止内置 `KNOWN_STAGING_TEMPLATES` dict
- 禁止 `if disease == "X": stratify_by("Y")` 类硬编码
- 禁止凭 LLM 训练记忆生成"标准分期"
- 所有分层维度必须从 sources/guidelines/ 实际抓回的原文 cite
- 可选 `branch_scorecard` 必须保留到 `staging.json`，并用于后续 `branch_actionability_gate` / `medical_plausibility_gate`
- `CORE_SUBPAGE` 只能用于真实 `patient_pool` 分支，并且必须具备独立患者池、药物类别策略、药企可行动性、药物类别相关性、市场测算可行性与 strong 科室归属
- `SECONDARY_SUBPAGE` 也必须是真实 `patient_pool` 分支；非 patient-pool 分支不能伪装成任何 disease-market 子页
- 诊断基础设施、风险因子、证据雷达、横切 workflow 不能默认占用 disease-market 子页槽位；BAL/诊断 infrastructure 默认是横切 LP，不是独立疾病市场子页
- 正确降级为 `CROSS_CUTTING_LP` / `EVIDENCE_RADAR` / `REJECTED` 的非子页分支只需要基础元数据，并且不得出现在 `delivery_manifest.sub_pages`
CI watchdog (scripts/p0_watchdog.py) scans this skill's source for disease names + staging templates and blocks merge on hit.
## Functions
- `stratify(slug_dir, ask_llm) -> staging.json path`
## Schema
…Read the whole file at its exact version.
How to install
mdr add ethanyoq/skill-hub/disease-stratifier@sha256:ad2b1565a881dc94The line at the top of this page pins the label git:20260912.c74de71, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_6uawqbgb2frz6m54)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 12, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2407 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
ethanyoq/skill-hub · 11 stars · license MIT · pushed 2026-11-07 · branch mine
API
GET https://markdownregistry.com/api/v1/artifacts/art_6uawqbgb2frz6m54 GET https://markdownregistry.com/api/v1/resolve?ref=ethanyoq/skill-hub/disease-stratifier GET https://markdownregistry.com/api/v1/blob/ad2b1565a881dc94722fd1a5f378620af97ab8e82f6476501dcf2edd1f9afb57
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.