mutate-solution-population SKILL.md skillA
mutate-solution-population 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/mutate-solution-population@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/mutate-solution-population/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260923.cbc38aa, committed Sep 23, 2026
- Size
- 1,328 bytes
- Repository stars
- 508
- License
- Apache-2.0
Generate controlled variants of a solution population through mutation/recombination operators while retaining lineage and changed dimensions.
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
# mutate-solution-population ## Purpose Generate controlled solution variants through mutation or recombination while retaining lineage and changed dimensions. ## Input contract ```yaml required: [solution_population, mutation_or_recombination_rules] optional: [protected_features, variation_budget] constraints: [each variant records parent lineage and changed dimensions] ``` ## Procedure 1. Select parent solutions and dimensions eligible for change. 2. Apply declared mutation or recombination operations. 3. Validate variant coherence and record lineage, novelty, and protected features. ## Output contract ```yaml produces: [variant_population, lineage_map, changed_dimensions, novelty_notes] delta_fields: [findings, hypothesis_updates, uncertainties] ``` ## Quality gates - No variant lacks lineage; mutations are bounded and recombinations identify both parents. ## Failure and counterexamples Reject untracked variants or mutations that alter protected features without an explicit override. ## Provenance map - `evolution-strategy/variation`: concept (no exact pool entry; exact pool entry is `parameter-variation`).
Read the whole file at its exact version.
How to install
mdr add yogsoth-ai/de-anthropocentric-research-engine/mutate-solution-population@sha256:596b5fbaf8a61215The 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_n5a5vdu3wfumsv5y)
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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
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- 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_n5a5vdu3wfumsv5y GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/mutate-solution-population GET https://markdownregistry.com/api/v1/blob/596b5fbaf8a612151135a86a964e14e50a2da2df0389f81d26c91f0a7f80ad43
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.