principle-name-the-scorer SKILL.md skillA
principle-name-the-scorer from edbertchan/catstack is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add edbertchan/catstack/principle-name-the-scorer@git:20260910.26ee82bPins git:20260910.26ee82b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- edbertchan/catstack
- Path
corpus/skills/principle-name-the-scorer/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260910.26ee82b, committed Sep 10, 2026
- First version recorded
- Aug 25, 2026
- Size
- 2,212 bytes
- Repository stars
- 6
- License
- none declared
Apply when a product has two (or more) scorers that both emit weights, priorities, or rankings — especially hand-authored theme/report priorities beside learned historical-case tag weights. Name which scorer produced which number; never imply one sets the other unless wiring is explicit.
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
# Name the Scorer When a product keeps **two intentional scorers** — (A) hand-authored theme/report priorities and (B) learned historical-case tag weights — treat them as separate provenance. Coexistence is not a feed. **Must always:** - Answer "where did this weight come from?" by naming the scorer (file, config key, or module), not by blending both into one vague "the model." - When docs say the systems are intentionally separate, cite that separation instead of inventing a causal link. - If the user asks whether B sets A (or A sets B), say no unless the code path that wires them is shown in the same answer. **Must never:** - Imply that learned case-frequency / tag weights set hand-authored finding or theme priorities (or the reverse) just because both are numbers in `[0, 1]` and both affect ranking-ish UX. - Collapse two scorers into one sentence that makes a reader think one number updates the other when it does not. **Shape to watch:** | Lane | Typical artifact | What it scores | | --- | --- | --- | | A — hand-authored | `finding_priorities`, theme/report priority YAML | What this product *wants* to emphasize | …
Read the whole file at its exact version.
How to install
mdr add edbertchan/catstack/principle-name-the-scorer@sha256:9b21702fa6fc4b72The line at the top of this page pins the label git:20260910.26ee82b, 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_ewzri6krporfvjnz)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 25, 2026 and Sep 10, 2026, about one every 15 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260910.26ee82b latest | 2026-09-10 | 26ee82b | 2,212 B | A | view · diff |
| git:20260825.b5fc4db | 2026-08-25 | b5fc4db | 2,218 B | A | view |
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 (2212 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
edbertchan/catstack · 6 stars · license none declared · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ewzri6krporfvjnz GET https://markdownregistry.com/api/v1/resolve?ref=edbertchan/catstack/principle-name-the-scorer GET https://markdownregistry.com/api/v1/blob/9b21702fa6fc4b7203db4c6fd5463aa7bd7a9d78ba14bacfd83577e2ff92dc6f
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.