context-minimization SKILL.md skillA

context-minimization from yeaight7/agent-powerups is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add yeaight7/agent-powerups/context-minimization@git:20260606.e89c95e

Pins git:20260606.e89c95e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
yeaight7/agent-powerups
Path
skills/context-minimization/SKILL.md
Versions recorded
3
Latest version
git:20260606.e89c95e, committed Jun 6, 2026
First version recorded
Jun 2, 2026
Size
3,153 bytes
Repository stars
8
License
Apache-2.0

Use when a task runs long and the context window is filling -- large files are being read whole, command output is flooding the transcript, or responses are getting verbose and slow.

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

## Purpose

Your context window is the most precious resource. Large contexts make you slow, expensive, and prone to hallucinations. Treat every token read or written as a cost, and apply a continuous discipline: read less, output less, keep the window lean.

## When to Use

- Continuously during any long, multi-step task
- About to open a large file (hundreds or thousands of lines)
- A command is about to emit massive logs (installs, verbose builds)
- Responses are drifting into explanation and restatement

## Inputs

- The current task and the files/commands it requires
- Awareness of which files are large enough to need targeted reads

## Workflow

1. **Before reading: search, do not slurp.** Never read a 2,000-line file whole. Locate the relevant region first, then read only that range.

   ```bash
   grep -n "functionName" src/module.ts   # find the line numbers
   ```
   Then read only the surrounding window (e.g. lines 120-160), not the entire file.

2. **While reading: parallelize, do not serialize.** If you need to inspect 3 files, issue 3 reads/searches in a single turn rather than one per turn. Fewer turns means less context repetition.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add yeaight7/agent-powerups/context-minimization@sha256:dcc93a6c36714d01

The line at the top of this page pins the label git:20260606.e89c95e, 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_7pobed3dqg4fmxdl.svg)](https://markdownregistry.com/a/art_7pobed3dqg4fmxdl)

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

Versions

The registry has recorded 3 versions of this file, between Jun 2, 2026 and Jun 6, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20260606.e89c95e latest2026-06-06 e89c95e 3,153 BA view · diff
git:20260602.ca9d7ba2026-06-02 ca9d7ba 1,241 BA view · diff
git:20260602.e76aa4b2026-06-02 e76aa4b 1,242 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 (3153 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

yeaight7/agent-powerups · 8 stars · license Apache-2.0 · pushed 2026-09-27 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7pobed3dqg4fmxdl
GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/context-minimization
GET https://markdownregistry.com/api/v1/blob/dcc93a6c36714d019a2a2041243e28552678517c64e20bf44dae1c7e0958f8ff

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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Other files named context-minimization

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