principle-redesign-from-first-principles SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

principle-redesign-from-first-principles from iap/pstack-hermes is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add iap/pstack-hermes/principle-redesign-from-first-principles@git:20261031.336cc57

Pins git:20261031.336cc57 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
iap/pstack-hermes
Path
skills/principle-redesign-from-first-principles/SKILL.md
Versions recorded
1
Latest version
git:20261031.336cc57, committed Oct 31, 2026
Size
844 bytes
Repository stars
32
License
a license file GitHub does not identify

Apply when integrating a new requirement into an existing design. Redesign as if the requirement had been a foundational assumption from day one, instead of bolting it on.

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

# Redesign From First Principles

When integrating a change, don't bolt it onto the existing design. Redesign as if the requirement had been there from the start.

- Read all affected files and understand the current design
- Ask: "if we were writing this from scratch with this new requirement, what would we build?"
- Propagate the change through every reference: types, docs, examples, rationale sections
- Think about the whole redesign, then deliver it incrementally

This is the method for preserving option value when integrating changes into an existing design.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add iap/pstack-hermes/principle-redesign-from-first-principles@sha256:a1c7fd0a96b40e12

The line at the top of this page pins the label git:20261031.336cc57, 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.

Badge

mdr badge

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

0 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 31, 2026.

versioncommittedcommitsizeaudit
git:20261031.336cc57 latest2026-10-31 336cc57 844 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (844 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

iap/pstack-hermes · 32 stars · license a license file GitHub does not identify · pushed 2026-11-04 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_goapbgorkxirszgt
GET https://markdownregistry.com/api/v1/resolve?ref=iap/pstack-hermes/principle-redesign-from-first-principles
GET https://markdownregistry.com/api/v1/blob/a1c7fd0a96b40e12a74bceb0e6bb20a9666dd844dcabfb624acb27da23b929fe

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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from iap/pstack-hermes

AGENTS.md AGENTS.md file
iap/pstack-hermes · AGENTS.md
git:20261102.ff24d2d · audit A · 32 stars
architect SKILL.md skill
iap/pstack-hermes · skills/architect/SKILL.md · Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in. Use…
git:20261006.f7c5841 · audit A · 32 stars
arena SKILL.md skill
iap/pstack-hermes · skills/arena/SKILL.md · Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it. Use for…
git:20261006.f7c5841 · audit A · 32 stars
automate-me SKILL.md skill
iap/pstack-hermes · skills/automate-me/SKILL.md · Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a…
git:20261006.f7c5841 · audit A · 32 stars
blast-radius SKILL.md skill
iap/pstack-hermes · skills/blast-radius/SKILL.md · Find what a change could break somewhere else before it ships, beyond the diff, and prove the one fact it's safe…
git:20261006.f7c5841 · audit A · 32 stars
bro SKILL.md skill
iap/pstack-hermes · skills/bro/SKILL.md · Restate the last message in plain human language, with no jargon.
git:20261006.f7c5841 · audit A · 32 stars
create-verification-skill SKILL.md skill
iap/pstack-hermes · skills/create-verification-skill/SKILL.md · Generate a project-local verification skill that drives your app the way a user does — any language, framework, or…
git:20261006.f7c5841 · audit A · 32 stars
figure-it-out SKILL.md skill
iap/pstack-hermes · skills/figure-it-out/SKILL.md · Design an auditable playbook when no narrower one fits: a large migration, an ambitious multi-part change, or work a…
git:20261006.f7c5841 · audit A · 32 stars
hermesbot SKILL.md skill
iap/pstack-hermes · skills/hermesbot/SKILL.md · Use when building a control surface (page, dashboard, buttons) that wakes a hermes bot over a webhook subscription…
git:20261101.d0a15ef · audit A · 32 stars
how SKILL.md skill
iap/pstack-hermes · skills/how/SKILL.md · Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions…
git:20261006.f7c5841 · audit A · 32 stars
interrogate SKILL.md skill
iap/pstack-hermes · skills/interrogate/SKILL.md · Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find…
git:20261006.f7c5841 · audit A · 32 stars
maintain-verification-skill SKILL.md skill
iap/pstack-hermes · skills/maintain-verification-skill/SKILL.md · Periodic pass that keeps a project's verification skill and feature map honest: parallel source readers per feature…
git:20261006.f7c5841 · audit A · 32 stars

Every file in iap/pstack-hermes

Other files named principle-redesign-from-first-principles

principle-redesign-from-first-principles SKILL.md skill
cursor/plugins · harness/pstack/claude-code/skills/principle-redesign-from-first-principles/SKILL.md · Apply when integrating a new requirement into an existing design.
git:20261016.182f2ce · audit A · 15,125 stars
principle-redesign-from-first-principles SKILL.md skill
cursor/plugins · pstack/skills/principle-redesign-from-first-principles/SKILL.md · Apply when integrating a new requirement into an existing design.
git:20261010.00b14f1 · audit A · 15,125 stars
principle-redesign-from-first-principles SKILL.md skill
nightly-labs/openbot · marketplace/production-catalog/bundles/pstack/skills/principle-redesign-from-first-principles/SKILL.md · Apply when integrating a new requirement into an existing design.
git:20261013.9e6954c · audit A · 5,267 stars
principle-redesign-from-first-principles SKILL.md skill
michael-denyer/pstack-claude · plugins/pstack/skills/principle-redesign-from-first-principles/SKILL.md · Apply when integrating a new requirement into an existing design.
git:20261013.058a348 · audit A · 3,776 stars
principle-redesign-from-first-principles SKILL.md skill
backnotprop/pstack · skills/principle-redesign-from-first-principles/SKILL.md · Apply when integrating a new requirement into an existing design.
git:20261012.f3afb70 · audit A · 3,337 stars
principle-redesign-from-first-principles SKILL.md skill
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/engineering-principles/redesign-from-first-principles/SKILL.md · Apply when integrating a new requirement into an existing design. Redesign as if the requirement had been a…
git:20260821.1b830a3 · audit A · 26 stars
principle-redesign-from-first-principles SKILL.md skill
barbieri/local-openfinance · .agents/skills/principle-redesign-from-first-principles/SKILL.md · Apply when integrating a new requirement into an existing design. Redesign as if the requirement had been a…
git:20261005.32edae5 · audit A · 24 stars
principle-redesign-from-first-principles SKILL.md skill
theonlyfusioncube/potetos-for-everyone · skills/principle-redesign-from-first-principles/SKILL.md · Design the shape you would choose if the requirement had existed from day one, then migrate toward that shape. Use when…
git:20260908.ec65ed5 · audit A · 20 stars

Browse by kind, by grade A, or by owner.