Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add benchflow-ai/benchflow --skill models-as-skillsgit clone --depth 1 https://github.com/benchflow-ai/benchflowWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/benchflow-ai/benchflow/models-as-skills)<a href="https://agentmods.dev/skills/benchflow-ai/benchflow/models-as-skills"><img src="https://agentmods.dev/badge/skills/benchflow-ai/benchflow/models-as-skills/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/benchflow-ai/benchflow/models-as-skills"><img src="https://agentmods.dev/badge/skills/benchflow-ai/benchflow/models-as-skills.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00033 | $0.00174 |
| Opus 5.5 | $0.00013 | $0.00070 |
| Sonnet 5.5 | $0.00007 | $0.00035 |
| Haiku 4.5 | $0.00003 | $0.00017 |
Grade A, and why
code-specialist scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
1 near-identical copy found in the catalogue:
- code-specialist — 100% identical, 0 lines differ
What it actually 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:
- What the code should do (input → output)
- Constraints (time/space complexity, language)
- Edge cases to handle
The specialist returns code that you should integrate into your solution.
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 25 lines · 33 tokens per session scan A 3ef119603223
code-specialist is a skill published in the GitHub repository benchflow-ai/benchflow (363 stars, last pushed yesterday), licensed Apache-2.0. It adds 33 tokens to every session and 174 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
code-specialist compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| code-specialistbenchflow-ai/benchflow | Skill | 363 | yesterday | Apache-2.0 | A | 33 | Claude Code, Codex |
| lastlight-evalsnearform/lastlight | Skill | 45 | yesterday | MIT | A | 185 | Claude Code |
| stetStet-AI/stet-cli | Skill | 5 | 19d ago | none | A | 116 | Claude Code, Codex |
| maven-plugin-configurationbenchflow-ai/skillsbench | Skill | 1.9k | 5d ago | Apache-2.0 | A | 31 | Claude Code, Codex |
| erlang-otp-behaviorsbenchflow-ai/skillsbench | Skill | 1.9k | 5d ago | Apache-2.0 | A | 52 | Claude Code, Codex |
| openai-visionbenchflow-ai/skillsbench | Skill | 1.9k | 5d ago | Apache-2.0 | A | 17 | Claude Code, Codex |
| powerliftingbenchflow-ai/skillsbench | Skill | 1.9k | 5d ago | Apache-2.0 | A | 21 | Claude Code, Codex |