umputun/cc-thingz · plugins/workflow/skills/clarify/SKILL.md

clarify skillA

clarify is agent-read markdown (skill) from umputun/cc-thingz: This skill should be used when user appears confused, frustrated, or shows misalignment between expectations and reality. Triggers on phrases like "I don't understand", "this doesn't make sense", "confused", "wait, shouldn't it...", "why is this happening", "I thought X did Y", contradictory statements, or frustration signals. Analyzes the confusion, explains the actual behavior, and determines if there's a real issue to address..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add umputun/cc-thingz/clarify@git:20260218.782e0e3
Exact content
mdr add umputun/cc-thingz/clarify@sha256:3c98ff57c98b37e7

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_2vv2dvk42rbqmphx.svg)](https://markdownregistry.com/a/art_2vv2dvk42rbqmphx)

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Versions

versioncommittedcommitsizeaudit
git:20260218.782e0e3 latest2026-02-18 782e0e3 8,461 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (8461 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

umputun/cc-thingz · 477 stars · license MIT · pushed 2026-09-08 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_2vv2dvk42rbqmphx
GET https://markdownregistry.com/api/v1/resolve?ref=umputun/cc-thingz/clarify
GET https://markdownregistry.com/api/v1/blob/3c98ff57c98b37e7a6786a49abbd68c22044cb288cfbdfcb4fc2008f1118bf64

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.