audit-convergence-independence SKILL.md skillA
audit-convergence-independence 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/audit-convergence-independence@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/audit-convergence-independence/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260923.cbc38aa, committed Sep 23, 2026
- Size
- 3,292 bytes
- Repository stars
- 508
- License
- Apache-2.0
Audit claims of independent convergence by tracing shared priors, data, framing, models, prompts, assumptions, or upstream evidence; estimate an effective independent evidence count rather than treating nominal N paths as independent.
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
# audit-convergence-independence
## Purpose
Estimate how much nominally independent convergence remains after shared priors, data, models, prompts, framings, assumptions, and upstream evidence are discounted.
## Input contract
```yaml
mode_contracts:
evidence-paths: &convergence_audit_input
required: [evidence_paths, claims, provenance_records]
optional: [dependency_schema, correlation_estimates]
constraints: [each_path_must_be_traceable_to_its_inputs_and_assumptions]
agents: *convergence_audit_input
models: *convergence_audit_input
methods: *convergence_audit_input
```
## Execution protocol
Do not perform called SOP operations inline; each loaded SOP owns its contract and thresholds.
1. You MUST load skill `identify-shared-priors` to enumerate paths, provenance, and shared priors.
2. You MUST load skill `verify-evidence-independence` to verify independence and mark shared dependencies.
3. You MUST load skill `estimate-effective-evidence-count` to estimate the effective evidence count. You MUST load skill `assess-sensitivity` to perturb dependence assumptions.
…Read the whole file at its exact version.
How to install
mdr add yogsoth-ai/de-anthropocentric-research-engine/audit-convergence-independence@sha256:de9197cc0436f24cThe 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_zq3zzjnvcyeo6i2q)
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Versions
The registry has recorded 1 version of this file, committed on Sep 23, 2026.
Audit of the latest version
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- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
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- pass: No curl or wget piped into a shell
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- 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_zq3zzjnvcyeo6i2q GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/audit-convergence-independence GET https://markdownregistry.com/api/v1/blob/de9197cc0436f24cabe69f5b43cc477c0de001946445d57376c3257f9ab306dc
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