context-retrieval-loop SKILL.md skillA
context-retrieval-loop from yeaight7/agent-powerups is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yeaight7/agent-powerups/context-retrieval-loop@git:20260606.f64a316Pins git:20260606.f64a316 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yeaight7/agent-powerups
- Path
plugins/codebase-maintenance/skills/context-retrieval-loop/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260606.f64a316, committed Jun 6, 2026
- First version recorded
- May 3, 2026
- Size
- 1,884 bytes
- Repository stars
- 8
- License
- Apache-2.0
Use when about to refactor, rename, or remove code, assessing dead code before deletion, or unsure of the blast radius of a change.
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 Retrieval Loop (Codebase Maintenance) Gather context before any refactor or maintenance task. Prevents breaking undetected callers or missing test coverage. ## When to Use - About to refactor, rename, or remove code - Assessing dead code before deletion - Unsure of the blast radius of a change ## The 3-Cycle Loop ### Cycle 1 — Broad Search ```bash # Find callers and references rg "<symbol-name>" --type ts --type js -l rg "<symbol-name>" --glob "*.py" -l ``` Stop here if you can confirm the symbol is unused (no results). ### Cycle 2 — Exact Source and Tests Read the target file and its tests. Find all callers: ```bash rg "import.*<module>" -l rg "<function-name>" --glob "*.test.*" -l ``` Stop here if you understand the change scope and existing test coverage. ### Cycle 3 — Config and Build ```bash # Check if symbol appears in build or config rg "<symbol-name>" *.config.* tsconfig.json Makefile -l 2>/dev/null ``` Check for re-exports, barrel files, and public API surfaces. ## Output ``` Context gathered: <file-path> — <reason> Blast radius: <N> callers in <N> files Tests covering this code: <yes/no/partial> Missing context (if any): …
Read the whole file at its exact version.
How to install
mdr add yeaight7/agent-powerups/context-retrieval-loop@sha256:3e2ed7e72a29b52cThe line at the top of this page pins the label git:20260606.f64a316, 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.
[](https://markdownregistry.com/a/art_ovefnpadwlvbwdjj)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 3, 2026 and Jun 6, 2026, about one every 34 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260606.f64a316 latest | 2026-06-06 | f64a316 | 1,884 B | A | view · diff |
| git:20260503.7a137bf | 2026-05-03 | 7a137bf | 1,552 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1884 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
yeaight7/agent-powerups · 8 stars · license Apache-2.0 · pushed 2026-09-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ovefnpadwlvbwdjj GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/context-retrieval-loop GET https://markdownregistry.com/api/v1/blob/3e2ed7e72a29b52cf35efeea0c2c9d364f3c5a08b7394e5267ed4decabdb12a4
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.
More from yeaight7/agent-powerups
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