ai-architect SKILL.md skillA
ai-architect from nerviz-ai/nerviz is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nerviz-ai/nerviz/ai-architect@git:20261014.c9ffbddPins git:20261014.c9ffbdd in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nerviz-ai/nerviz
- Path
.claude/skills/ai-architect/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261014.c9ffbdd, committed Oct 14, 2026
- First version recorded
- Oct 12, 2026
- Size
- 20,566 bytes
- Repository stars
- 8
- License
- MIT
Designs the outbound AI ports of an already-scoped use case — a language model asked for a structured answer (classify, extract, moderate) or an embedding model and a vector store asked for the nearest items (semantic search, duplicate detection) — into the `29-ai.md` partial: the prompt resources, the answer type with closed fields and what an unusable answer becomes, which fields go to the provider, the store and who re-indexes it, timeout and the one retrying layer, failure families…
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
## Available specs
!`find "${CLAUDE_PROJECT_DIR:-.}/docs/use-cases" -mindepth 1 -maxdepth 1 -type d -name 'UC-*' 2>/dev/null | sort`
Empty above → none yet, run `/use-case-design` first. (`find`, not an `ls` glob: under zsh an unmatched glob
aborts the command before any fallback runs.)
## Target
$ARGUMENTS
---
# AI Architect
Designs **what a model is asked, with which data, and what its answer is allowed to change**: the
prompt as a versioned resource, the answer as a type whose closed fields the model cannot escape,
the "could not decide" value every unusable answer becomes, the fields that cross to the provider
and the ones that never do, the store a semantic search reads and who keeps it current, and how a
slow, refusing or absent provider reaches the caller. The domain already said what the port means
and which state waits for a person — that is `10-domain.md`. This skill makes the model's side of
that port honest.
**Entry rule: no AI port, no AI design.** This skill reads
`docs/use-cases/UC-NNN-<slug>/10-domain.md` and runs only when § Ports declares an output port of
kind `LLM` or `vector store`. None → stop and say so. `00-use-case.md` is required too: the
…Read the whole file at its exact version.
How to install
mdr add nerviz-ai/nerviz/ai-architect@sha256:42aa90e47f8286a1The line at the top of this page pins the label git:20261014.c9ffbdd, 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_64zjqujzozgyupdd)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 12, 2026 and Oct 14, 2026, about one every day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261014.c9ffbdd latest | 2026-10-14 | c9ffbdd | 20,566 B | A | view · diff |
| git:20261012.ff59905 | 2026-10-12 | ff59905 | 20,604 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 (20566 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
nerviz-ai/nerviz · 8 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_64zjqujzozgyupdd GET https://markdownregistry.com/api/v1/resolve?ref=nerviz-ai/nerviz/ai-architect GET https://markdownregistry.com/api/v1/blob/42aa90e47f8286a18055f70840591373344b5ea2d19a19185d05ec35270a26fd
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.
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