context-budget SKILL.md skillA

context-budget from univers42/claude-deal-with-the-devil is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add univers42/claude-deal-with-the-devil/context-budget@git:20261017.fcaf2cc

Pins git:20261017.fcaf2cc in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
univers42/claude-deal-with-the-devil
Path
skills/context-budget/SKILL.md
Versions recorded
5
Latest version
git:20261017.fcaf2cc, committed Oct 17, 2026
First version recorded
Sep 20, 2026
Size
4,138 bytes
Repository stars
4
License
none declared

Measure and cut what a config costs in context every session: always-on rules, invocable descriptions, skills that never fire. Use when the window fills before any work starts, a session compacts mid-task, or it is unclear what loads every session. Auto-triggers on: "reduce token usage", "context is full", "what is loading", "trim the config", "context budget", "why is my context so big".

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

# Context budget

Configuration is not free. Every always-on rule and every skill description is in the
window before you type anything, on every session, forever. The cost is invisible, which
is why it grows.

This repo shipped 11 rules using Cursor's `globs:`/`alwaysApply:` fields — which Claude
Code does not read — so **22,018 bytes loaded on every session**, including the Go and
REST rules on a Python project. Nothing reported it, because nothing measured it.

## 1. Measure

```sh
devil context  # always-on vs lazy, per file
/skill-doctor  # which loaded skills never actually fire
```

The number that matters is **always-on total**: always-on rules plus every invocable's
`description:`. Everything else loads only when it is needed.

## 2. Know what loads when

| Loads | What |
| --- | --- |
| **Every session** | `rules/*.md` with **no** `paths:` — full text |
| **Every session** | the `description:` of every skill, command and workflow |
| On a matching file | `rules/*.md` **with** `paths:` |
| On invocation | a skill, command or workflow body |
| In its own context only | an agent definition |

The whole lever is in the first two rows.

## 3. The cuts, in order of return
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add univers42/claude-deal-with-the-devil/context-budget@sha256:b8665c24dfd28bb8

The line at the top of this page pins the label git:20261017.fcaf2cc, 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_mxqvz7f5og4pxf6o.svg)](https://markdownregistry.com/a/art_mxqvz7f5og4pxf6o)

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

Versions

The registry has recorded 5 versions of this file, between Sep 20, 2026 and Oct 17, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20261017.fcaf2cc latest2026-10-17 fcaf2cc 4,138 BA view · diff
git:20260930.06ed5192026-09-30 06ed519 4,128 BA view · diff
git:20260930.a77cb5e2026-09-30 a77cb5e 4,045 BA view · diff
git:20260930.445fa692026-09-30 445fa69 4,004 BA view · diff
git:20260920.16937ef2026-09-20 16937ef 4,079 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 (4138 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

univers42/claude-deal-with-the-devil · 4 stars · license none declared · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mxqvz7f5og4pxf6o
GET https://markdownregistry.com/api/v1/resolve?ref=univers42/claude-deal-with-the-devil/context-budget
GET https://markdownregistry.com/api/v1/blob/b8665c24dfd28bb83977a2a32329b8d3c7b630709a4f53d590f2f97c46749913

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.

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