analyze-heterogeneity SKILL.md skillA
analyze-heterogeneity from yogsoth-ai/de-anthropocentric-research-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yogsoth-ai/de-anthropocentric-research-engine/analyze-heterogeneity@git:20260923.cbc38aaPins git:20260923.cbc38aa in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yogsoth-ai/de-anthropocentric-research-engine
- Path
skills/analyze-heterogeneity/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260923.cbc38aa, committed Sep 23, 2026
- Size
- 1,781 bytes
- Repository stars
- 508
- License
- Apache-2.0
Identify clinical, methodological, and statistical heterogeneity sources and prioritize subgroup/meta-regression/outlier investigation.
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
# analyze-heterogeneity ## Purpose Identify clinical, methodological, and statistical heterogeneity sources and prioritize subgroup, meta-regression, or outlier investigation. ## Input contract ```yaml required: [evidence_records, outcome_schema, comparison_context] optional: [covariate_schema, effect_estimates, subgroup_hypotheses] constraints: [heterogeneity claims require record-level conditions and provenance] ``` ## Procedure 1. Group records by declared design, population, intervention, outcome, and condition dimensions. 2. Compare effect or performance patterns within and across groups. 3. Identify plausible moderators, outliers, and confounding condition differences. 4. Prioritize subgroup or meta-regression investigations and record uncertainty. If unexplained variation may reflect selective reporting rather than substantive moderators, consider `assess-publication-bias` as the next tactic. ## Output contract ```yaml produces: [heterogeneity_sources, moderator_candidates, outlier_list, investigation_priorities] delta_fields: [findings, evidence_updates, uncertainties, open_questions] ``` ## Quality gates …
Read the whole file at its exact version.
How to install
mdr add yogsoth-ai/de-anthropocentric-research-engine/analyze-heterogeneity@sha256:8b4aa64a6cae8be4The line at the top of this page pins the label git:20260923.cbc38aa, 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_hcct7celjoujfn2k)
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Versions
The registry has recorded 1 version of this file, committed on Sep 23, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
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- pass: Size between 200 bytes and 200 KB (1781 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
yogsoth-ai/de-anthropocentric-research-engine · 508 stars · license Apache-2.0 · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hcct7celjoujfn2k GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/analyze-heterogeneity GET https://markdownregistry.com/api/v1/blob/8b4aa64a6cae8be45a16406ca93eaca3f29f769d00e88c8142870fc14fc57956
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