memory-query-workflow SKILL.md skillA
memory-query-workflow 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/memory-query-workflow@git:20260606.b4c6095Pins git:20260606.b4c6095 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/memory-optimization/skills/memory-query-workflow/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260606.b4c6095, committed Jun 6, 2026
- First version recorded
- May 9, 2026
- Size
- 2,307 bytes
- Repository stars
- 8
- License
- Apache-2.0
Use when a graph already exists and the user needs retrieval, tracing, explanation, or gap detection from graph memory before reopening the full corpus.
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
# Memory Query Workflow ## Overview Use existing graph memory first. Query the graph before rereading source files unless the graph is missing, stale, or too weak for the question. ## Required Check ```powershell apx check graphify ``` ## Required State - existing `graphify-out/graph.json` ## Routing | Question shape | Action | |---|---| | broad question about connected concepts | `graphify query` | | trace between two concepts, files, or systems | `graphify path` | | explain one concept or node in context | `graphify explain` | | no graph exists | switch to `memory-build-workflow` | | graph exists but corpus changed | recommend `graphify --update` before trusting results | ## Core Rules - prefer graph retrieval over full-corpus reread - say explicitly when the graph is missing, stale, sparse, or weakly matched - do not overclaim beyond what graph nodes and edges support - when graph coverage is weak, use the graph result to target the next direct read instead of restarting broad exploration ## Minimal Workflow 1. Confirm `graphify-out/graph.json` exists. 2. Choose `query`, `path`, or `explain` based on question shape. 3. Answer from graph evidence first. …
Read the whole file at its exact version.
How to install
mdr add yeaight7/agent-powerups/memory-query-workflow@sha256:5f1b986199214e66The line at the top of this page pins the label git:20260606.b4c6095, 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_uctvl73kcth7anty)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 9, 2026 and Jun 6, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260606.b4c6095 latest | 2026-06-06 | b4c6095 | 2,307 B | A | view · diff |
| git:20260509.3a5a68e | 2026-05-09 | 3a5a68e | 1,877 B | A | view · diff |
| git:20260509.9238157 | 2026-05-09 | 9238157 | 734 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 (2307 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_uctvl73kcth7anty GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/memory-query-workflow GET https://markdownregistry.com/api/v1/blob/5f1b986199214e6649884269e1adc68be858b1adf00de688685ec07bb7a373f6
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
Every file in yeaight7/agent-powerups