nw-ab-optimize-command SKILL.md skillA
nw-ab-optimize-command from nwave-ai/nwave is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nwave-ai/nwave/nw-ab-optimize-command@git:20261102.c67d57bPins git:20261102.c67d57b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nwave-ai/nwave
- Path
nWave/skills/nw-ab-optimize-command/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261102.c67d57b, committed Nov 2, 2026
- Size
- 2,079 bytes
- Repository stars
- 633
- License
- MIT
PROCEDURE — optimize a bloated command file to a lean declarative definition (forge.md pattern). Trigger: a command file over its size target with reducible content.
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
# nw-ab-optimize-command (PROCEDURE) **Kind**: PROCEDURE | **One job**: optimize one command file | **One trigger**: a command file exceeds its size target (dispatchers 40-150L, orchestrators 100-300L) or carries reducible duplication. ## Deterministic step-sequence (run every time, in order) Run these steps in order: 1. **CLASSIFY** — Apply `nw-command-design-patterns`, supplied by the selected command route's generated trigger under the canonical Skill addressing procedure. Classify dispatcher | orchestrator. Gate: classification chosen. 2. **MEASURE + FLAG** — Apply `nw-command-optimization-workflow` supplied through that same generated route, without a second load directive. `wc -l`; flag reducible content (the duplication triangle: command-to-command, command-to-agent, command-to-self). Gate: before-count + reducible-list recorded. 3. **EXTRACT** — Remove boilerplate, move domain knowledge to the owning agent/skill, delete dead/deprecated references. Gate: extractions listed. 4. **RESTRUCTURE** — Rewrite as a declarative dispatcher/orchestrator (forge.md 40-line gold standard for dispatchers). Gate: declarative structure, size within target. …
Read the whole file at its exact version.
How to install
mdr add nwave-ai/nwave/nw-ab-optimize-command@sha256:7ff2f5a03234473bThe line at the top of this page pins the label git:20261102.c67d57b, 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_gnuok4kjj4zvptlo)
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Versions
The registry has recorded 1 version of this file, committed on Nov 2, 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 (2079 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
nwave-ai/nwave · 633 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gnuok4kjj4zvptlo GET https://markdownregistry.com/api/v1/resolve?ref=nwave-ai/nwave/nw-ab-optimize-command GET https://markdownregistry.com/api/v1/blob/7ff2f5a03234473b617074bde98016ae260bb0938a134124949169aab1c6364d
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.