Explain a concept, topic, codebase, paper, or system to the reader in front of you.
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
# Explain
Fix the reader model first: the four coordinates below are its contents. Every directive here is conditional on it — where the reader already holds something, state the delta.
## Four coordinates
Read them off the session before writing. Where the session does not settle one, state the reading being used in a clause and continue; ask only where two readings would produce different explanations.
- **Schema** — what the reader holds *about this specific target*. Assess knowledge of the concrete target separately from knowledge of the concepts it is built from, and sequence each part on its own reading. A term the reader used correctly is evidence about that term, not about the pattern around it; seniority is not evidence at all.
- Without the schema: one element per unit.
- With it: name the pattern the reader already understands and stop there, where naming it answers the question.
…
The line at the top of this page pins the label git:20260917.73fbd92, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_m6h4qdb2adguezbm
GET https://markdownregistry.com/api/v1/resolve?ref=jongwony/cc-plugin/explain
GET https://markdownregistry.com/api/v1/blob/9ad8dc0423c0a1ab0e546a30dc510313e07b092e4e517218c048d734e602add8
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.
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