michael-denyer/pstack-claude · plugins/pstack/skills/principle-encode-lessons-in-structure/SKILL.md

principle-encode-lessons-in-structure skillA

principle-encode-lessons-in-structure is agent-read markdown (skill) from michael-denyer/pstack-claude: Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Encode the rule as a lint, metadata flag, runtime check, or script instead of more text..

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 michael-denyer/pstack-claude/principle-encode-lessons-in-structure@git:20260907.ebb8c27
Exact content
mdr add michael-denyer/pstack-claude/principle-encode-lessons-in-structure@sha256:99755a1add54e0f7

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_36t6pat22p4tvqan.svg)](https://markdownregistry.com/a/art_36t6pat22p4tvqan)

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Versions

versioncommittedcommitsizeaudit
git:20260907.ebb8c27 latest2026-09-07 ebb8c27 2,202 BA view · diff
git:20260715.5debf232026-07-15 5debf23 2,234 BA view · diff
git:20260623.cb89fba2026-06-23 cb89fba 2,243 BA view · diff
git:20260604.d869e0a2026-06-04 d869e0a 1,885 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 (2202 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

michael-denyer/pstack-claude · 256 stars · license MIT · pushed 2026-09-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_36t6pat22p4tvqan
GET https://markdownregistry.com/api/v1/resolve?ref=michael-denyer/pstack-claude/principle-encode-lessons-in-structure
GET https://markdownregistry.com/api/v1/blob/99755a1add54e0f721842a0505230bf608bc44bd2d859ac4d792ffd576b9eead