yeaight7/agent-powerups · plugins/agentic-systems/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:20260606.0076a51
Exact content
mdr add yeaight7/agent-powerups/context-retrieval-loop@sha256:359642778e73a0a4

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_dax6qv7modgylk6f.svg)](https://markdownregistry.com/a/art_dax6qv7modgylk6f)

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Versions

versioncommittedcommitsizeaudit
git:20260606.0076a51 latest2026-06-06 0076a51 3,481 BA view · diff
git:20260504.96c41132026-05-04 96c4113 3,094 BA view · diff
git:20260504.2eb5b212026-05-04 2eb5b21 72 BB 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 (3481 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_dax6qv7modgylk6f
GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/context-retrieval-loop
GET https://markdownregistry.com/api/v1/blob/359642778e73a0a4df6801962dbc860303baf2672761a527759dde05019b6df1

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