context-budget SKILL.md skillA

context-budget from drayline/rootnode-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add drayline/rootnode-skills/context-budget@v6.0.0

Pins v6.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
drayline/rootnode-skills
Path
plugins/rootnode-projects/skills/context-budget/SKILL.md
Versions recorded
2
Latest version
v6.0.0, committed Nov 3, 2026
First version recorded
Nov 1, 2026
Size
39,956 bytes
Repository stars
40
License
a license file GitHub does not identify

Analyzes Claude Project context budget under the automatic-RAG-by-window model: knowledge files vs. threshold-exempt overhead (Skills, MCPs, CI, Memory). Two modes: Quick Diagnostic and Full Budget Audit. Use when user says "check my context budget," "how much context am I using," "is my project too big," "optimize my token usage," "tier my files," "optimize for RAG," "improve retrieval quality," "should I keep compressing," "am I over-compressing," "should I accept RAG mode." Also trigger on…

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 Analysis

> **Calibration:** Tier 3 (High-effort recommended) — run on Opus 5.5 (start at its `medium` default; step to `high` when verification matters or edge cases are likely) or Sonnet 5.5 at `high`. Step up to `xhigh` only where your evals show a measured gain. Quality degrades at `low` effort and on legacy models (Sonnet 4.6). Reserve Fable 5.1 for long-horizon runs where Opus 5.5 at higher effort still fails your evals. See repository README for model compatibility.

Analyze Claude Project context budget health. Determine operating mode (full-context vs. retrieval). Produce tiered file placement recommendations with a strategy matched to the project's growth trajectory, work-phase timing, and content routing needs.

## Important

**Token estimates are inherently approximate.** Always label token counts as "estimated" and note a ±15% margin. Never state a precise token count as fact. Use `ls -la /mnt/project/` for byte counts and divide by 4 for rough token estimates.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add drayline/rootnode-skills/context-budget@sha256:aae238d0b39aee07

The line at the top of this page pins the label v6.0.0, 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_x5urfbvgqypyvdgs.svg)](https://markdownregistry.com/a/art_x5urfbvgqypyvdgs)

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

Versions

The registry has recorded 2 versions of this file, between Nov 1, 2026 and Nov 3, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
v6.0.0 latest2026-11-03 7bd17b8 39,956 BA view · diff
v5.0.12026-11-01 f34b7ac 39,908 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 (39956 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

drayline/rootnode-skills · 40 stars · license a license file GitHub does not identify · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_x5urfbvgqypyvdgs
GET https://markdownregistry.com/api/v1/resolve?ref=drayline/rootnode-skills/context-budget
GET https://markdownregistry.com/api/v1/blob/aae238d0b39aee07485e906116fa98ffb99342fa6b7fa1ed6430e4aa03dbfa8f

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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Every file in drayline/rootnode-skills

Other files named context-budget

context-budget SKILL.md skill
affaan-m/ecc · docs/ja-JP/skills/context-budget/SKILL.md · エージェント、スキル、MCPサーバー、ルールにわたってClaude Codeのコンテキストウィンドウ消費を監査します。肥大化、冗長なコンポーネントを特定し、優先順位付けされたトークン節約の推奨事項を生成します。
git:20260517.ec9ace9 · audit A · 299,696 stars
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coco-research/coco · skills/context-budget/SKILL.md · Audit token consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and…
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context-budget SKILL.md skill
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frankxai/claude-skills-library · absorbed/harness/context-budget/SKILL.md · Count what a session loads before adding another skill or MCP server. Use when the default prompt is heavy, a new…
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