assisted-mastery skillA
assisted-mastery is agent-read markdown (skill) from athola/claude-night-market: Makes agent reasoning visible, surfaces tradeoffs, and fades help so humans build judgment. Use when reviewing or learning from agent-written code..
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.
What the file says
> A finished diff hides the thinking that produced it. The > thinking is what the human needs to keep. Show the work, surface > the choices, and hand back the parts worth struggling with. # Assisted Mastery ## Overview A coding agent that always returns the finished answer is maximally helpful to throughput and quietly corrosive to skill. The learning-science evidence is consistent: instructional support that helps a novice actively harms an expert (the expertise reversal effect, Kalyuga et al. 2003), so help must fade as competence grows rather than stay constant. Struggling with a problem before being shown the solution produces deeper understanding and transfer than being handed the answer (productive failure, Kapur 2008). And offloading the thinking to a tool measurably reduces what the human retains (the cognitive offloading and critical-thinking correlation of r = -0.75, Gerlich 2025; the Google effect, Sparrow et al. 2011). This is the assistance dilemma: the same help that speeds the output erodes the judgment needed to verify it. The danger compounds with automation bias: AI-assisted developers in a controlled study wrote less secure code while believing it was …
Read the whole file at its exact version.
How to install
mdr add athola/claude-night-market/assisted-mastery@git:20260903.56177a0mdr add athola/claude-night-market/assisted-mastery@sha256:55211418bdf557e5Pin 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.
[](https://markdownregistry.com/a/art_dn46k2gfonq345td)
1 badge views in 30 days
Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260903.56177a0 latest | 2026-09-03 | 56177a0 | 7,058 B | A | view · diff |
| git:20260816.bd2ea8f | 2026-08-16 | bd2ea8f | 7,044 B | A | view · diff |
| git:20260713.f98719b | 2026-07-13 | f98719b | 7,041 B | A | view · diff |
| git:20260602.cd56117 | 2026-06-02 | cd56117 | 6,878 B | A | view · diff |
| git:20260602.341e322 | 2026-06-02 | 341e322 | 6,666 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 (7058 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
athola/claude-night-market · 338 stars · license MIT · pushed 2026-09-22 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_dn46k2gfonq345td GET https://markdownregistry.com/api/v1/resolve?ref=athola/claude-night-market/assisted-mastery GET https://markdownregistry.com/api/v1/blob/55211418bdf557e56d6bdcaf31056e2e3be5ea409dc0e7381e5dbdce9b970fb3
Your agent 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.