yeaight7/agent-powerups · plugins/dev-vitals/skills/context-retrieval-loop/SKILL.md

context-retrieval-loop skillA

context-retrieval-loop is agent-read markdown (skill) from yeaight7/agent-powerups: Use when starting work in an unfamiliar area of a codebase, spawning a subagent that needs targeted file context, a first search pass missed the relevant file, or the file scope of a task is unclear..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add yeaight7/agent-powerups/context-retrieval-loop@git:20260606.e72533e
Exact content
mdr add yeaight7/agent-powerups/context-retrieval-loop@sha256:94b0e255fe2b647e

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_2yfbeio5chp7xma3.svg)](https://markdownregistry.com/a/art_2yfbeio5chp7xma3)

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Versions

versioncommittedcommitsizeaudit
git:20260606.e72533e latest2026-06-06 e72533e 1,968 BA view · diff
git:20260503.d2f45982026-05-03 d2f4598 1,663 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (1968 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 · 6 stars · license Apache-2.0 · pushed 2026-09-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2yfbeio5chp7xma3
GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/context-retrieval-loop
GET https://markdownregistry.com/api/v1/blob/94b0e255fe2b647e8833aa88301f90cd837d5f085c216bcbbd8e6da6fb67cec3

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.