nasde-dev SKILL.md skillA

nasde-dev from noesisvision/nasde-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add noesisvision/nasde-toolkit/nasde-dev@git:20260624.4d96bf0

Pins git:20260624.4d96bf0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
noesisvision/nasde-toolkit
Path
.claude/skills/nasde-dev/SKILL.md
Versions recorded
5
Latest version
git:20260624.4d96bf0, committed Jun 24, 2026
First version recorded
Apr 16, 2026
Size
7,770 bytes
Repository stars
14
License
MIT

Internal skill for developing and maintaining nasde-toolkit itself. Use this skill when: - Making changes to nasde-toolkit source code (CLI, runner, evaluator, config, agents) - Refactoring or adding features to the toolkit - Fixing bugs in the evaluation pipeline - Updating dependencies or integration points (Harbor, Opik, `claude` / `codex` CLI subprocess backends) This skill defines the verification protocol that must be followed after any significant 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

# NASDE Toolkit Development

Internal guidelines for developing nasde-toolkit itself.

> **Important context:** `nasde-toolkit/` is the current production toolkit. The repository also contains `SDLC/evals/` which is the **legacy predecessor** — the original research/prototype that has been migrated into nasde-toolkit. Do NOT modify `SDLC/evals/` for new work. It will be removed once migration is confirmed complete.

## Post-change verification protocol

After any significant change to the toolkit (new features, refactors, dependency updates, renamed identifiers), run the full verification pipeline before considering the work complete.

### 1. Quality gates (must pass before any commit/PR)

These are the same checks that run on CI. **Always run locally before claiming code is ready:**

```bash
# Lint
uv run ruff check src/ tests/

# Format
uv run ruff format --check src/ tests/

# Type check
uv run mypy src/nasde_toolkit/

# Unit tests
uv run pytest
```

All four must pass. If `ruff format` fails, run `uv run ruff format src/ tests/` to auto-fix.

After pushing, verify CI passes on the PR with `gh pr checks <PR_NUMBER>`.

### 1b. Static checks

```bash
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add noesisvision/nasde-toolkit/nasde-dev@sha256:1c26ee28fb167b79

The line at the top of this page pins the label git:20260624.4d96bf0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_kdiilsbsx63wr6wz.svg)](https://markdownregistry.com/a/art_kdiilsbsx63wr6wz)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Apr 16, 2026 and Jun 24, 2026, about one every 17 days.

versioncommittedcommitsizeaudit
git:20260624.4d96bf0 latest2026-06-24 4d96bf0 7,770 BA view · diff
git:20260608.30215c92026-06-08 30215c9 7,052 BA view · diff
git:20260526.691a0902026-05-26 691a090 5,928 BA view · diff
git:20260421.d24d5ae2026-04-21 d24d5ae 5,631 BA view · diff
git:20260416.9228b2e2026-04-16 9228b2e 5,604 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7770 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

GitHub

noesisvision/nasde-toolkit · 14 stars · license MIT · pushed 2026-10-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_kdiilsbsx63wr6wz
GET https://markdownregistry.com/api/v1/resolve?ref=noesisvision/nasde-toolkit/nasde-dev
GET https://markdownregistry.com/api/v1/blob/1c26ee28fb167b790564e2a1ac002a956175d8d00f637e06f4196e3024f64652

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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