shiwenbin1617/pstack · skills/principle-minimize-reader-load/SKILL.md

principle-minimize-reader-load skillA

principle-minimize-reader-load is agent-read markdown (skill) from shiwenbin1617/pstack: Apply when reviewing or shaping code that's hard to trace. Count layers between question and answer, and hidden state in the reader's head; collapse one-caller wrappers and shrink mutable scope..

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 shiwenbin1617/pstack/principle-minimize-reader-load@git:20260827.f7b391a
Exact content
mdr add shiwenbin1617/pstack/principle-minimize-reader-load@sha256:480f4ddec29e7e30

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_zlc5if6zojxrgpg6.svg)](https://markdownregistry.com/a/art_zlc5if6zojxrgpg6)

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Versions

versioncommittedcommitsizeaudit
git:20260827.f7b391a latest2026-08-27 f7b391a 2,099 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 (2099 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

shiwenbin1617/pstack · 3 stars · license NOASSERTION · pushed 2026-09-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zlc5if6zojxrgpg6
GET https://markdownregistry.com/api/v1/resolve?ref=shiwenbin1617/pstack/principle-minimize-reader-load
GET https://markdownregistry.com/api/v1/blob/480f4ddec29e7e3058a8f17eb97c0cec4a2c8b4b33ba6401e960167c1fc95a81

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