memory-optimizer-agent SKILL.md skillA
memory-optimizer-agent from alamoooooooo/alamo_hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add alamoooooooo/alamo_hub/memory-optimizer-agent@git:20260703.f96219cPins git:20260703.f96219c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- alamoooooooo/alamo_hub
- Path
packages/memory_hotspot_repair_kernel/memory-optimizer-agent/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260703.f96219c, committed Jul 3, 2026
- Size
- 5,358 bytes
- Repository stars
- 5
- License
- Apache-2.0
Orchestrate a bounded memory-optimization loop over a codebase by chaining memory-check, memory-fix, smoke validation, and memory-review until the main memory risks are reduced or the stop conditions are met. Use when a user wants one dedicated mini-agent to drive check-fix-smoke-review cycles, converge on practical memory improvements, and stop safely without infinite optimization loops.
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 Optimizer Agent Act like a dedicated mini-agent that coordinates `memory-check`, `memory-fix`, and `memory-review`. Optimize for safe convergence, not for endless looping. This skill is the host-adapter and orchestration layer. Keep reusable memory-hotspot policy in the underlying skills and their `references/` files, not in the orchestration prompts. ## Core Policy - Run a bounded loop, not an infinite one. - Preserve behavior and contracts unless the user explicitly asks for broader change. - Treat correctness and validation failures as higher priority than further optimization. - Prefer one meaningful fix over many speculative edits. ## Default Loop 1. Run `memory-check`. 2. Select the highest-value fix target. 3. Run `memory-fix`. 4. Run focused validation: - `py_compile` or equivalent syntax checks - targeted smoke or bounded config when available 5. Run `memory-review`. 6. Decide whether another round is justified. 7. If yes, do one more `fix -> validate -> review` round. 8. Stop and summarize. In the executable orchestrator, every round re-runs `check` so the next fix is based on the current code state rather than the original hotspot report. …
Read the whole file at its exact version.
How to install
mdr add alamoooooooo/alamo_hub/memory-optimizer-agent@sha256:14b0bddda585f12dThe line at the top of this page pins the label git:20260703.f96219c, 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_ig2yes7iafk7ukvx)
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Versions
The registry has recorded 1 version of this file, committed on Jul 3, 2026.
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 (5358 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
alamoooooooo/alamo_hub · 5 stars · license Apache-2.0 · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ig2yes7iafk7ukvx GET https://markdownregistry.com/api/v1/resolve?ref=alamoooooooo/alamo_hub/memory-optimizer-agent GET https://markdownregistry.com/api/v1/blob/14b0bddda585f12d2dfd398789150f48292f1ff129160326f561e959076e2029
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.