sim-diff-geometry SKILL.md skillA
sim-diff-geometry from pafloxy/sim-diff is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pafloxy/sim-diff/sim-diff-geometry@v0.3.0-reconstructedPins v0.3.0-reconstructed in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pafloxy/sim-diff
- Path
variants/sim-diff-geometry/SKILL.md- Versions recorded
- 1
- Latest version
- v0.3.0-reconstructed, committed Sep 21, 2026
- Size
- 10,406 bytes
- Repository stars
- 3
- License
- MIT
Explicit feature mapping. Find and compare research literature against a question or scoped notes using separate objective and technique similarity, then similarities, differences, and transfer. Use for research-neighbor searches and related-work analysis, not ordinary summaries or proof certification.
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
## Variant policy: explicit geometry Before admission, build a compact feature map for each axis: matched objects, matched operation, matched guarantee, mismatched assumptions, and unknowns. Keep objective and technique scores visible throughout. Mark objective-only, technique-only, joint, and exploratory neighborhoods. Express differences as typed feature changes, not literal subtraction of prose embeddings. An embedding backend is optional and must record encoder/version, normalization, query view, and calibration; it cannot replace mechanism evidence. Use balanced budgets. # Sim-Diff literature discovery ## Purpose Find literature useful to a specific research question by comparing **objectives** and **techniques separately**. Establish the shared structure first; explain the important differences second; then assess what transfers. This is not ordinary topic matching, a novelty certificate, or a mandatory vector-embedding pipeline. ## Inputs and defaults Accept an explicit question, manuscript, selected notes, or an approved context capsule. Optional configuration selects domain, sources, date window, depth, …
Read the whole file at its exact version.
How to install
mdr add pafloxy/sim-diff/sim-diff-geometry@sha256:a3f4273845c187d1The line at the top of this page pins the label v0.3.0-reconstructed, 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_mn75lpehneh4gu3o)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 21, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10406 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
pafloxy/sim-diff · 3 stars · license MIT · pushed 2026-09-23 · branch public-master
API
GET https://markdownregistry.com/api/v1/artifacts/art_mn75lpehneh4gu3o GET https://markdownregistry.com/api/v1/resolve?ref=pafloxy/sim-diff/sim-diff-geometry GET https://markdownregistry.com/api/v1/blob/a3f4273845c187d19dec11b7a782bc7b81be41c279ba8516914ea007073272ad
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.