code-specialist SKILL.md skillA

This file is byte-identical to the first copy the registry indexed, one of 4 indexed copies. Same content hash, so the same checks give both the same grade.

code-specialist from benchflow-ai/benchflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add benchflow-ai/benchflow/code-specialist@git:20260609.91a5353

Pins git:20260609.91a5353 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
benchflow-ai/benchflow
Path
docs/examples/task-md/generated-skill-eval/models-as-skills/optimize-quadratic-to-nlogn/environment/skills/code-specialist/SKILL.md
Versions recorded
1
Latest version
git:20260609.91a5353, committed Jun 9, 2026
Size
904 bytes
Repository stars
359
License
Apache-2.0

Delegate complex coding tasks to a specialist model. Use when facing algorithmic challenges, performance optimization, or tricky debugging that benefits from focused code expertise.

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

# Code Specialist

When facing a complex coding task, delegate to the specialist rather than solving it yourself.

## When to delegate

- Algorithm implementation requiring specific knowledge (graph algorithms, dynamic programming)
- Performance optimization (O(n²) → O(n log n) conversions)
- Debugging complex race conditions or memory issues
- Code generation requiring precise syntax (regex, SQL, shell)

## How to use

Describe the problem clearly to the specialist. Include:
1. What the code should do (input → output)
2. Constraints (time/space complexity, language)
3. Edge cases to handle

The specialist returns code that you should integrate into your solution.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add benchflow-ai/benchflow/code-specialist@sha256:3ef119603223bc48

The line at the top of this page pins the label git:20260609.91a5353, 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_r7ctga64vuvci3c3.svg)](https://markdownregistry.com/a/art_r7ctga64vuvci3c3)

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

Versions

The registry has recorded 1 version of this file, committed on Jun 9, 2026.

versioncommittedcommitsizeaudit
git:20260609.91a5353 latest2026-06-09 91a5353 904 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 (904 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

benchflow-ai/benchflow · 359 stars · license Apache-2.0 · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_r7ctga64vuvci3c3
GET https://markdownregistry.com/api/v1/resolve?ref=benchflow-ai/benchflow/code-specialist
GET https://markdownregistry.com/api/v1/blob/3ef119603223bc488aa94258fa117360f2a6b8d0fcdbc0d7b4860091a2742444

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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