principle-foundational-thinking SKILL.md skillA

principle-foundational-thinking from edbertchan/catstack is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add edbertchan/catstack/principle-foundational-thinking@git:20260825.847374d

Pins git:20260825.847374d in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
edbertchan/catstack
Path
corpus/skills/principle-foundational-thinking/SKILL.md
Versions recorded
1
Latest version
git:20260825.847374d, committed Aug 25, 2026
Size
2,986 bytes
Repository stars
6
License
none declared

Apply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what concurrent actors share. Get the data structures right so downstream code becomes obvious.

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

# Foundational Thinking

**Structural decisions** protect option value. **Code-level decisions** protect simplicity. Over-engineering is often a premature decision that closes doors. The right foundational data structure keeps doors open.

**Data structures first.** Get the data shape right before writing logic. The right shape makes downstream code obvious. Define core types early, trace every access pattern, and choose structures that match the dominant paths. A data-structure change late is a rewrite. Early, it is often a one-line diff.

At code level, DRY the structure, not every line. Types and data models should converge. Three similar statements still beat a premature abstraction. Prefer explicit over clever. Test behavior and edge cases, not line counts.

**Concurrency corollary.** Before sharing state between actors, ask "what happens if another actor modifies this concurrently?" If not "nothing", isolate.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add edbertchan/catstack/principle-foundational-thinking@sha256:eecfdb1b627ab3dc

The line at the top of this page pins the label git:20260825.847374d, 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_3x4zdhxlfixfox27.svg)](https://markdownregistry.com/a/art_3x4zdhxlfixfox27)

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

Versions

The registry has recorded 1 version of this file, committed on Aug 25, 2026.

versioncommittedcommitsizeaudit
git:20260825.847374d latest2026-08-25 847374d 2,986 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 (2986 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

edbertchan/catstack · 6 stars · license none declared · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3x4zdhxlfixfox27
GET https://markdownregistry.com/api/v1/resolve?ref=edbertchan/catstack/principle-foundational-thinking
GET https://markdownregistry.com/api/v1/blob/eecfdb1b627ab3dc51e3b03f57d573646fe72bf1909727f7be16439236f3443b

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 edbertchan/catstack

CLAUDE.md CLAUDE.md file
edbertchan/catstack · CLAUDE.md
git:20260902.4a17ca8 · audit B · 6 stars
cat-mode SKILL.md skill
edbertchan/catstack · corpus/skills/cat-mode/SKILL.md · Edbert's personal working conventions, mined from real session history across his projects. Use when Edbert asks to…
git:20261022.e39bf1c · audit A · 6 stars
principle-assert-invariants-not-last-bug SKILL.md skill
edbertchan/catstack · corpus/skills/principle-assert-invariants-not-last-bug/SKILL.md · Apply after a bug ships past review or a passing grade/check: assert the general class of failure instead of patching…
git:20260915.8e3bf4e · audit A · 6 stars
principle-bind-to-named-inventory SKILL.md skill
edbertchan/catstack · corpus/skills/principle-bind-to-named-inventory/SKILL.md · Apply after an audit, scoring review, or a request for a "real classifier" / "less arbitrary weights" when existing…
git:20260910.26ee82b · audit A · 6 stars
principle-build-the-lever SKILL.md skill
edbertchan/catstack · corpus/skills/principle-build-the-lever/SKILL.md · Apply to any non-trivial work, not just bulk work: edits, migrations, analyses, checks. Build the tool that does it or…
git:20260901.b6a87bb · audit A · 6 stars
principle-encode-lessons-in-structure SKILL.md skill
edbertchan/catstack · corpus/skills/principle-encode-lessons-in-structure/SKILL.md · Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Encode the…
git:20260825.c0551cc · audit A · 6 stars
principle-experience-first SKILL.md skill
edbertchan/catstack · corpus/skills/principle-experience-first/SKILL.md · Apply when product, UX, or feature-scope tradeoffs come up. Choose user delight over implementation convenience; ship…
git:20260825.847374d · audit A · 6 stars
principle-explicit-errors SKILL.md skill
edbertchan/catstack · corpus/skills/principle-explicit-errors/SKILL.md · Apply whenever code handles an exception (catch, suppress, translate, retry), decides to skip, drop, truncate, or stop…
git:20260929.5fa51a4 · audit A · 6 stars
principle-fix-root-causes SKILL.md skill
edbertchan/catstack · corpus/skills/principle-fix-root-causes/SKILL.md · Apply when debugging. Trace each symptom to its root cause and fix it there; reproduce first, ask why until you reach…
git:20260825.847374d · audit A · 6 stars
principle-flag-your-own-corrections SKILL.md skill
edbertchan/catstack · corpus/skills/principle-flag-your-own-corrections/SKILL.md · Apply whenever you are about to admit fault in any wording — a fact, number, claim, or check you already stated turns…
git:20260925.a6edf2f · audit A · 6 stars
principle-generalize-from-rejection SKILL.md skill
edbertchan/catstack · corpus/skills/principle-generalize-from-rejection/SKILL.md · Apply when a mechanical gate — a lint, validator, blocked-command guard, or CI check — rejects your output for the same…
git:20260825.847374d · audit A · 6 stars
principle-guard-the-context-window SKILL.md skill
edbertchan/catstack · corpus/skills/principle-guard-the-context-window/SKILL.md · Apply when context is filling up: large outputs, long files, repeated reads, fan-out planning. Route bulk to subagents…
git:20260923.a014aec · audit A · 6 stars

Every file in edbertchan/catstack

Other files named principle-foundational-thinking

principle-foundational-thinking SKILL.md skill
cursor/plugins · harness/pstack/claude-code/skills/principle-foundational-thinking/SKILL.md · Apply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what…
git:20261016.182f2ce · audit A · 13,494 stars
principle-foundational-thinking SKILL.md skill
cursor/plugins · pstack/skills/principle-foundational-thinking/SKILL.md · Apply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what…
git:20260908.d7cde2b · audit A · 13,494 stars
principle-foundational-thinking SKILL.md skill
michael-denyer/pstack-claude · plugins/pstack/skills/principle-foundational-thinking/SKILL.md · Apply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what…
git:20260923.4a3ef20 · audit A · 3,263 stars
principle-foundational-thinking SKILL.md skill
backnotprop/pstack · skills/principle-foundational-thinking/SKILL.md · Apply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what…
git:20260914.55bfdc2 · audit A · 2,481 stars
principle-foundational-thinking SKILL.md skill
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/engineering-principles/foundational-thinking/SKILL.md · Apply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what…
git:20260821.1b830a3 · audit A · 24 stars
principle-foundational-thinking SKILL.md skill
creedants/pstack-t3 · skills/principle-foundational-thinking/SKILL.md · Apply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what…
git:20261003.a632f62 · audit A · 15 stars
principle-foundational-thinking SKILL.md skill
arjitj2/open-pstack · plugins/pstack/skills/principle-foundational-thinking/SKILL.md · Apply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what…
git:20260908.64f174e · audit A · 14 stars
principle-foundational-thinking SKILL.md skill
painhardcore/pstack · .opencode/skills/principle-foundational-thinking/SKILL.md · Apply before writing logic: choosing core types and data structures, sequencing scaffold-vs-feature work, asking what…
git:20260827.04830a9 · audit A · 12 stars

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