discover-biological-analog SKILL.md skillA

discover-biological-analog 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.

Install it, pinned
mdr add yogsoth-ai/de-anthropocentric-research-engine/discover-biological-analog@git:20260923.cbc38aa

Pins 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/discover-biological-analog/SKILL.md
Versions recorded
1
Latest version
git:20260923.cbc38aa, committed Sep 23, 2026
Size
1,502 bytes
Repository stars
508
License
Apache-2.0

Identify biological systems that achieve the target function under comparable constraints, without assuming surface similarity.

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

# discover-biological-analog
## Purpose
Identify biological systems that achieve a target function under comparable constraints.
## Input contract
```yaml
required: [biological_function, biological_constraints]
optional: [search_terms, candidate_taxa, environment]
constraints: [candidate must demonstrate the function, not merely resemble the target]
```
## Procedure
1. Search across organism, process, and ecosystem levels using the function formulation.
2. Verify the candidate's observed function and environmental constraints.
3. Rank candidates by mechanism evidence and transfer relevance.

If an analog matches the target function under relevant constraints, consider `extract-biological-strategy` as the next tactic.

## Output contract
```yaml
produces: [biological_candidate_set, function_evidence, relevance_ranking]
delta_fields: [findings, evidence_updates, uncertainties, recommended_jumps]
```
## Quality gates
- Each candidate has function evidence, constraint match, and a stated uncertainty; surface similarity is not a ranking criterion.
## Failure and counterexamples
Exclude candidates supported only by analogy language, stock imagery, or incompatible conditions.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add yogsoth-ai/de-anthropocentric-research-engine/discover-biological-analog@sha256:1b5cacfee3a3c36a

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3z3hxcbp37irva64.svg)](https://markdownregistry.com/a/art_3z3hxcbp37irva64)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Sep 23, 2026.

versioncommittedcommitsizeaudit
git:20260923.cbc38aa latest2026-09-23 cbc38aa 1,502 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1502 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

GitHub

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_3z3hxcbp37irva64
GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/discover-biological-analog
GET https://markdownregistry.com/api/v1/blob/1b5cacfee3a3c36a00150fda7cafd74a28465d6681beff24925c039732d64f69

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.

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