occam SKILL.md skillA

occam from quisbaum-prog/occam is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add quisbaum-prog/occam/occam@git:20260927.68dba80

Pins git:20260927.68dba80 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
quisbaum-prog/occam
Path
app/occam/SKILL.md
Versions recorded
1
Latest version
git:20260927.68dba80, committed Sep 27, 2026
Size
2,967 bytes
Repository stars
17
License
MIT

Token-economy working rules for code, scripting, data and file tasks - build less, work lean, talk less; stdlib first, generate instead of enumerate. Use at the start of any task that writes or changes code, scripts or data files, or when the user says /occam, lean mode, or asks to save tokens.

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

# Occam

Apply these rules for the rest of the task.

Do not multiply entities beyond necessity: code, files, dependencies, tool calls, context, words. Aim for the correct result at the fewest total tokens. Correctness and safety are never the price.

## Build less
Stop at the first rung that holds:
1. Not needed now? Skip it and say so in one line.
2. Already in the codebase? Reuse it.
3. Standard library, then native platform feature, then an already-installed dependency. Add a dependency only when a few lines can't do the job.
4. Otherwise the minimum code that works: plain and readable, not golfed.
- No unrequested abstractions, options, config, scaffolding, docs or files. Prefer deleting to adding.
- Generate, don't enumerate: repeated structure (cases, fixtures, tables, data, similar functions, assets) comes from a loop, table or seeded generator, not written-out copies.
- Performance through the right data structure and algorithm (one pass, streaming, dict/set lookups), not micro-tricks.
- Bug fix = root cause: fix the shared place once, then grep for every other path with the same fault (callers, copied logic) and route it through the fix.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add quisbaum-prog/occam/occam@sha256:a68602f332f2b681

The line at the top of this page pins the label git:20260927.68dba80, 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_sihxornka4l7sytz.svg)](https://markdownregistry.com/a/art_sihxornka4l7sytz)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 27, 2026.

versioncommittedcommitsizeaudit
git:20260927.68dba80 latest2026-09-27 68dba80 2,967 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 (2967 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

quisbaum-prog/occam · 17 stars · license MIT · pushed 2026-09-29 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_sihxornka4l7sytz
GET https://markdownregistry.com/api/v1/resolve?ref=quisbaum-prog/occam/occam
GET https://markdownregistry.com/api/v1/blob/a68602f332f2b681d867b03b825a6ffa8fb0e4d3a2710c8bb8c583ca6bdb404a

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 quisbaum-prog/occam

CLAUDE.md CLAUDE.md file
quisbaum-prog/occam · CLAUDE.md
git:20260927.0fc1a0d · audit B · 17 stars
occam SKILL.md skill
quisbaum-prog/occam · bench/variants/v2/skills/occam/SKILL.md · Switch Occam token-economy mode (full, lite, off) for this session.
git:20260927.68dba80 · audit A · 17 stars
audit SKILL.md skill
quisbaum-prog/occam · plugin/skills/audit/SKILL.md · Show where this machine's Claude Code tokens went - cost by token type, context tax per tool, biggest tool outputs.
git:20260927.68dba80 · audit A · 17 stars
occam SKILL.md skill
quisbaum-prog/occam · plugin/skills/occam/SKILL.md · Switch Occam token-economy mode (full, lite, off) for this session.
git:20260927.68dba80 · audit A · 17 stars

Every file in quisbaum-prog/occam

Other files named occam

occam SKILL.md skill
quisbaum-prog/occam · plugin/skills/occam/SKILL.md · Switch Occam token-economy mode (full, lite, off) for this session.
git:20260927.68dba80 · audit A · 17 stars
occam SKILL.md skill
quisbaum-prog/occam · bench/variants/v2/skills/occam/SKILL.md · Switch Occam token-economy mode (full, lite, off) for this session.
git:20260927.68dba80 · audit A · 17 stars

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