principle-type-system-discipline 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-type-system-discipline 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-type-system-discipline@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-type-system-discipline/SKILL.md
Versions recorded
1
Latest version
git:20261031.336cc57, committed Oct 31, 2026
Size
4,922 bytes
Repository stars
32
License
a license file GitHub does not identify

Apply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make illegal states unrepresentable, brand semantic primitives, parse external data at boundaries, refuse to lie to the compiler, exhaust variants, derive from authoritative schemas.

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

# Type System Discipline

The type checker is a proof assistant. Use it to eliminate impossible states, mismatched primitives, and unhandled variants at compile time. A case the types let you ignore becomes a runtime failure the compiler could have stopped. Prefer defining errors and special cases out of existence over proliferating handlers. Unrepresentable states, total functions, and interface redesign (the patterns below) are the tools.

Applies to any typed language. Skills like `typescript-best-practices` ground it in specific syntax.

**The patterns:**

- **Make illegal states unrepresentable.** Model variants as sum types: discriminated unions in TypeScript, enums with payloads in Rust/Swift/Kotlin, sealed classes in Scala, ADTs in Haskell/OCaml. Don't model state as a bag of optional fields where contradictory combinations compile. A subtle anti-pattern: `{ completed: boolean; completedAt?: Date }` admits `completed: true; completedAt: undefined`, which is meaningless. Derive the boolean from a single source like `completedAt !== null`, or model the variants explicitly as `{ kind: 'open' } | { kind: 'done'; at: Date }`. If a bug forces the question "wait, can this…
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add iap/pstack-hermes/principle-type-system-discipline@sha256:c83da8031ffb4c86

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_r4q2itsvi2gcjknj.svg)](https://markdownregistry.com/a/art_r4q2itsvi2gcjknj)

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 4,922 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 (4922 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_r4q2itsvi2gcjknj
GET https://markdownregistry.com/api/v1/resolve?ref=iap/pstack-hermes/principle-type-system-discipline
GET https://markdownregistry.com/api/v1/blob/c83da8031ffb4c86410030d3e261f659598fca2b7d8158fd9dc269d70a3a025e

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-type-system-discipline

principle-type-system-discipline SKILL.md skill
cursor/plugins · pstack/skills/principle-type-system-discipline/SKILL.md · Apply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make…
git:20261015.99743e9 · audit A · 15,125 stars
principle-type-system-discipline SKILL.md skill
cursor/plugins · harness/pstack/claude-code/skills/principle-type-system-discipline/SKILL.md · Apply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make…
git:20261016.182f2ce · audit A · 15,125 stars
principle-type-system-discipline SKILL.md skill
nightly-labs/openbot · marketplace/production-catalog/bundles/pstack/skills/principle-type-system-discipline/SKILL.md · Apply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make…
git:20261013.9e6954c · audit A · 5,267 stars
principle-type-system-discipline SKILL.md skill
michael-denyer/pstack-claude · plugins/pstack/skills/principle-type-system-discipline/SKILL.md · Apply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make…
git:20261015.1dba27e · audit A · 3,776 stars
principle-type-system-discipline SKILL.md skill
backnotprop/pstack · skills/principle-type-system-discipline/SKILL.md · Apply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make…
git:20261019.6ddf66a · audit A · 3,337 stars
principle-type-system-discipline SKILL.md skill
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/engineering-principles/type-system-discipline/SKILL.md · Apply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make…
git:20260821.1b830a3 · audit A · 26 stars
principle-type-system-discipline SKILL.md skill
barbieri/local-openfinance · .agents/skills/principle-type-system-discipline/SKILL.md · Apply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make…
git:20261005.32edae5 · audit A · 24 stars
principle-type-system-discipline SKILL.md skill
theonlyfusioncube/potetos-for-everyone · skills/principle-type-system-discipline/SKILL.md · Make invalid states hard or impossible to represent and parse external primitives into meaningful internal types at the…
git:20260908.f096f61 · audit A · 20 stars

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