principle-laziness-protocol SKILL.md skillA

principle-laziness-protocol from arjitj2/open-pstack is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add arjitj2/open-pstack/principle-laziness-protocol@git:20261014.daa0fc5

Pins git:20261014.daa0fc5 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
arjitj2/open-pstack
Path
plugins/pstack/skills/principle-laziness-protocol/SKILL.md
Versions recorded
5
Latest version
git:20261014.daa0fc5, committed Oct 14, 2026
First version recorded
Jun 4, 2026
Size
1,207 bytes
Repository stars
14
License
MIT

Apply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading. Bias toward deletion and the smallest change that solves the problem.

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

# Laziness Protocol

- **Maintain a flat call hierarchy.** Avoid deep call chains. A rich interface that hides substantial work is not a deep call chain. If answering a question requires tracing through more than 3 files or layers, flatten it.
- **Consolidate decisions.** Do not repeat the same choice in several places. Put it behind one source of truth and pass the result as a simple flag.
- **Minimize the diff.** Make the smallest change that solves the problem. Fewer lines beat "elegant" boilerplate.
- **Question the threading.** If a task asks you to pass a new signal through types, schemas, pipelines, or similar layers, stop and look for a more direct path.
- **Sweat the small leaks.** Remove tiny pass-throughs, representation leaks, and duplicated choices before they spread. Small leaks compound into permanent coordination costs.

**The test:** If a human developer would find the code exhausting to maintain, it is a bad solution.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add arjitj2/open-pstack/principle-laziness-protocol@sha256:340db7c893e4d5d1

The line at the top of this page pins the label git:20261014.daa0fc5, 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_j2bslpiit5ojvnx7.svg)](https://markdownregistry.com/a/art_j2bslpiit5ojvnx7)

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

Versions

The registry has recorded 5 versions of this file, between Jun 4, 2026 and Oct 14, 2026, about one every 33 days.

versioncommittedcommitsizeaudit
git:20261014.daa0fc5 latest2026-10-14 daa0fc5 1,207 BA view · diff
git:20260908.64f174e2026-09-08 64f174e 1,362 BA view · diff
git:20260822.7703e0a2026-08-22 7703e0a 1,511 BA view · diff
git:20260715.5debf232026-07-15 5debf23 1,259 BA view · diff
git:20260604.d869e0a2026-06-04 d869e0a 1,268 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 (1207 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

arjitj2/open-pstack · 14 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_j2bslpiit5ojvnx7
GET https://markdownregistry.com/api/v1/resolve?ref=arjitj2/open-pstack/principle-laziness-protocol
GET https://markdownregistry.com/api/v1/blob/340db7c893e4d5d1c379ee82c4d6ee709ad9f5ef19900f9fe00cb3d29bc97936

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 arjitj2/open-pstack

verify-open-pstack SKILL.md skill
arjitj2/open-pstack · .agents/skills/verify-open-pstack/SKILL.md · Verify Open Pstack through installed Codex and Claude Code skills and its shipped Bun CLIs. Use for real behavior…
git:20260925.ca39504 · audit A · 14 stars
AGENTS.md AGENTS.md file
arjitj2/open-pstack · AGENTS.md
git:20261017.dc6b74a · audit A · 14 stars
architect SKILL.md skill
arjitj2/open-pstack · plugins/pstack/skills/architect/SKILL.md · Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in. Use…
git:20261014.daa0fc5 · audit A · 14 stars
arena SKILL.md skill
arjitj2/open-pstack · plugins/pstack/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:20261014.daa0fc5 · audit A · 14 stars
automate-me SKILL.md skill
arjitj2/open-pstack · plugins/pstack/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:20260908.64f174e · audit A · 14 stars
babysit SKILL.md skill
arjitj2/open-pstack · plugins/pstack/skills/babysit/SKILL.md · Watch an open PR — fix failing CI, handle the straightforward review comments, and drive it to a mergeable state…
git:20260826.db47237 · audit A · 14 stars
benchmark-checklist SKILL.md skill
arjitj2/open-pstack · plugins/pstack/skills/benchmark-checklist/SKILL.md · Vet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened)…
git:20261014.daa0fc5 · audit A · 14 stars
blast-radius SKILL.md skill
arjitj2/open-pstack · plugins/pstack/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:20260924.d4be590 · audit A · 14 stars
bro SKILL.md skill
arjitj2/open-pstack · plugins/pstack/skills/bro/SKILL.md · Restate the last message in plain human language, with no jargon.
git:20260822.4b6edd3 · audit A · 14 stars
correct SKILL.md skill
arjitj2/open-pstack · plugins/pstack/skills/correct/SKILL.md · Find the mistakes agents keep repeating in this repo and make each one impossible. Try architecture first, then types…
git:20261015.eb48188 · audit A · 14 stars
create-verification-skill SKILL.md skill
arjitj2/open-pstack · plugins/pstack/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:20261014.daa0fc5 · audit A · 14 stars
deslop SKILL.md skill
arjitj2/open-pstack · plugins/pstack/skills/deslop/SKILL.md · Remove AI-generated code slop and clean up code style
git:20260604.d869e0a · audit A · 14 stars

Every file in arjitj2/open-pstack

Other files named principle-laziness-protocol

principle-laziness-protocol SKILL.md skill
cursor/plugins · harness/pstack/claude-code/skills/principle-laziness-protocol/SKILL.md · Apply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading. Bias toward…
git:20261016.182f2ce · audit A · 13,494 stars
principle-laziness-protocol SKILL.md skill
cursor/plugins · pstack/skills/principle-laziness-protocol/SKILL.md · Apply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading. Bias toward…
git:20261012.08bd59b · audit A · 13,494 stars
principle-laziness-protocol SKILL.md skill
michael-denyer/pstack-claude · plugins/pstack/skills/principle-laziness-protocol/SKILL.md · Apply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading. Bias toward…
git:20261013.058a348 · audit A · 3,263 stars
principle-laziness-protocol SKILL.md skill
backnotprop/pstack · skills/principle-laziness-protocol/SKILL.md · Apply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading. Bias toward…
git:20261012.f3afb70 · audit A · 2,481 stars
principle-laziness-protocol SKILL.md skill
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/engineering-principles/laziness-protocol/SKILL.md · Apply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading. Bias toward…
git:20260821.1b830a3 · audit A · 24 stars
principle-laziness-protocol SKILL.md skill
creedants/pstack-t3 · skills/principle-laziness-protocol/SKILL.md · Apply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading. Bias toward…
git:20261012.0cb79b5 · audit A · 15 stars
principle-laziness-protocol SKILL.md skill
painhardcore/pstack · .opencode/skills/principle-laziness-protocol/SKILL.md · Apply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading. Bias toward…
git:20260827.04830a9 · audit A · 12 stars
principle-laziness-protocol SKILL.md skill
edbertchan/catstack · corpus/skills/principle-laziness-protocol/SKILL.md · Apply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading. Bias toward…
git:20260910.57b918f · audit A · 6 stars

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