CLAUDE.mdA

CLAUDE.md from noesisvision/nasde-toolkit is a CLAUDE.md file: the standing instructions Claude Code reads in that repo.

Install it, pinned
mdr add noesisvision/nasde-toolkit/CLAUDE.md@git:20261015.c277e21

Pins git:20261015.c277e21 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
CLAUDE.md file
Repository
noesisvision/nasde-toolkit
Path
CLAUDE.md
Versions recorded
7
Latest version
git:20261015.c277e21, committed Oct 15, 2026
First version recorded
Jun 9, 2026
Size
43,790 bytes
Repository stars
14
License
MIT

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

AI coding agent evaluation toolkit. CLI entry point: `nasde`.

## Package structure

```
src/nasde_toolkit/
  __init__.py              # Re-exports __version__ from _version.py
  _version.py              # Auto-generated by hatch-vcs from git tags (gitignored)
  cli.py                   # Typer CLI (init, run, eval, install-skills + harbor/opik pass-through)
  config.py                # nasde.toml + task.toml parsing into dataclasses
  runner.py                # Harbor Python API — variant resolution, config merging, Job execution
  evaluator.py             # Post-hoc assessment via pluggable CLI subprocess backends
  evaluator_backends/
    __init__.py
    protocol.py            # EvaluatorBackend Protocol
    claude_subprocess.py   # `claude -p` subprocess backend (default)
    codex_subprocess.py    # `codex exec` subprocess backend
  results_exporter.py      # `nasde results-export` — copy trial artifact essence to a plain dir
  pricing.py / pricing.toml # Versioned model price catalog (ADR-011) — load + compute_cost_usd; layered override via load_pricing_layered + provenance via resolve_pricing_layers/effective_pricing_with_source (ADR-013)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add noesisvision/nasde-toolkit/CLAUDE.md@sha256:159863a32993df4e

The line at the top of this page pins the label git:20261015.c277e21, 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

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Versions

The registry has recorded 7 versions of this file, between Jun 9, 2026 and Oct 15, 2026, about one every 21 days.

versioncommittedcommitsizeaudit
git:20261015.c277e21 latest2026-10-15 c277e21 43,790 BA view · diff
git:20261015.093046b2026-10-15 093046b 43,792 BA view · diff
git:20260724.52efb3a2026-07-24 52efb3a 43,792 BA view · diff
git:20260624.4d96bf02026-06-24 4d96bf0 42,658 BA view · diff
git:20260610.cf306c92026-06-10 cf306c9 39,716 BA view · diff
git:20260609.9fa2cf42026-06-09 9fa2cf4 38,516 BA view · diff
git:20260609.24653882026-06-09 2465388 36,612 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
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  • 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_bq3634kbmbvb7kuv
GET https://markdownregistry.com/api/v1/resolve?ref=noesisvision/nasde-toolkit/CLAUDE.md
GET https://markdownregistry.com/api/v1/blob/159863a32993df4eb73532cd235d375c2438f0d70c8f75ddff90bd4bd4e9041e

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: what a CLAUDE.md file is · keeping AGENTS.md and CLAUDE.md in sync · which agent file does what.

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