counterfactual-causal-analysis SKILL.md skillA
counterfactual-causal-analysis 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/counterfactual-causal-analysis@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/counterfactual-causal-analysis/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260923.cbc38aa, committed Sep 23, 2026
- Size
- 2,759 bytes
- Repository stars
- 508
- License
- Apache-2.0
Intervene on factors, construct counterfactual worlds, test necessity/sufficiency, and identify load-bearing causal factors.
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
# counterfactual-causal-analysis ## Purpose Intervene on factors, construct counterfactual worlds, test necessity and sufficiency, and identify load-bearing causal factors. ## Input contract ```yaml required: [causal_claim, variables, intervention_target] optional: [mechanism_graph, baseline_world, comparison_conditions] constraints: [intervention and outcome must be measurable or explicitly qualitative] ``` ## Execution protocol Do not perform called SOP operations inline; each loaded SOP owns its contract and thresholds. 1. You MUST load skill `extract-causal-structure` to extract the causal structure. You MUST load skill `identify-variables` to type its variables. 2. You MUST load skill `construct-counterfactual` to construct the counterfactual. You MUST load skill `identify-load-bearing-factors` to identify load-bearing factors. 3. You MUST load skill `search-minimal-flip` to search the minimal conclusion flip. You MUST load skill `evaluate-necessity-sufficiency` to test necessity and sufficiency. If the conclusion should instead be tested by contradiction and counterexample, consider `reductio-counterexample-analysis` as the next tactic. …
Read the whole file at its exact version.
How to install
mdr add yogsoth-ai/de-anthropocentric-research-engine/counterfactual-causal-analysis@sha256:c5a56315bcc0544aThe 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_s2k2dr5ry4wyr625)
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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 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
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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_s2k2dr5ry4wyr625 GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/counterfactual-causal-analysis GET https://markdownregistry.com/api/v1/blob/c5a56315bcc0544a17c97d23769d33e28d1d893062d649560d4fba847a57337c
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