benchflow SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
benchflow from benchflow-ai/benchflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add benchflow-ai/benchflow/benchflow@git:20260706.2ea084bPins git:20260706.2ea084b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- benchflow-ai/benchflow
- Path
.agents/skills/benchflow/tasks/benchflow-knowledge/environment/benchflow/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260706.2ea084b, committed Jul 6, 2026
- First version recorded
- Jun 15, 2026
- Size
- 5,990 bytes
- Repository stars
- 359
- License
- Apache-2.0
Run agent benchmarks, create tasks, analyze results, and manage agents using BenchFlow. Use when asked to benchmark an AI coding agent, run a benchmark suite, create tasks, view trajectories, or compare agent performance.
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
# BenchFlow — Agent Benchmarking
BenchFlow runs AI coding agents against tasks in sandboxed environments and
scores their output. It combines Harbor (environments, verifier) with ACP
(multi-turn agent communication).
Arguments passed: `$ARGUMENTS`
---
## Dispatch on arguments
### No args or `status` — show current state
1. Check if benchflow is installed: `uv tool list | grep benchflow`
2. Check if `.env` exists with API keys
3. Check available agents: `benchflow agents`
4. Show recent job results if any exist in `jobs/`
5. Point to next action based on state
### `eval run --tasks-dir <task-path>` — run a task
```bash
source .env
bench eval run --tasks-dir <task-path> --agent claude-agent-acp --sandbox daytona --model claude-haiku-4-5-20251001
```
Or via SDK:
```python
import asyncio
from benchflow import SDK
async def main():
sdk = SDK()
result = await sdk.run(
task_path="<task-path>",
agent="claude-agent-acp",
model="claude-haiku-4-5-20251001",
environment="daytona",
)
print(f"Reward: {result.rewards}, Tools: {result.n_tool_calls}")
asyncio.run(main())
```
…Read the whole file at its exact version.
How to install
mdr add benchflow-ai/benchflow/benchflow@sha256:81b2e2b959fd6662The line at the top of this page pins the label git:20260706.2ea084b, 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_sli3f7flbymjephm)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jun 15, 2026 and Jul 6, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260706.2ea084b latest | 2026-07-06 | 2ea084b | 5,990 B | A | view · diff |
| git:20260616.e2e4abf | 2026-06-16 | e2e4abf | 5,962 B | A | view · diff |
| git:20260615.17f2a62 | 2026-06-15 | 17f2a62 | 5,968 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 (5990 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
benchflow-ai/benchflow · 359 stars · license Apache-2.0 · pushed 2026-10-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sli3f7flbymjephm GET https://markdownregistry.com/api/v1/resolve?ref=benchflow-ai/benchflow/benchflow GET https://markdownregistry.com/api/v1/blob/81b2e2b959fd66620ad51ea0e69a917c263ce865eface0469ef35ef1ffa63590
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.
More from benchflow-ai/benchflow
Every file in benchflow-ai/benchflow