SKILLEMALL.ai
GitHub ↗ RU Sign in

BF deerflow-install

DeerFlow 2.0 一键安装与配置技能。基于真实部署经验（2026-03-29），涵盖从下载仓库到成功运行的全流程，包括踩坑规避方案。 Use when: (1) 需要在 OpenClaw 环境安装 DeerFlow 2.0, (2) 需要快速排查安装问题, (3) 需要了解 DeerFlow 的最佳实践。

ClawHub Agent Skills author: fangbb-coder v1.0.0 MIT-0 3 files body ≈ 1 447 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 33/100 · Will not run — References files that are not bundled: scripts/deerflow_client.py

ReferenceInfrastructuretype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
97
Quality 40%
74
Run on models
none yet
Process rating
F
33/100
Will not run
References files that are not bundled: scripts/deerflow_client.py
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 3

✓ No critical or high findings

Medium and low: 3
  • low Dangerous commands cmd-background-process SKILL.md:167
    Starts a background / autostarted process
    nohup .venv/bin/python gateway_lite.py > /tmp/gateway.log 2>&1 &
  • low Dangerous commands cmd-background-process SKILL.md:252
    Starts a background / autostarted process
    nohup .venv/bin/langgraph dev --port 2024 --no-browser --no-reload --allow-blocking &
  • low Dangerous commands cmd-background-process SKILL.md:256
    Starts a background / autostarted process
    nohup .venv/bin/python gateway_lite.py &

Files scanned: 3. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: scripts/deerflow_client.py
  • note frontmatter-key unknown frontmatter key "homepage"
  • note frontmatter-key unknown frontmatter key "source"

Process rating: all ten parameters 33/100

Will not run. References files that are not bundled: scripts/deerflow_client.py
  • 0Tools and files. 1 referenced file(s) missing: scripts/deerflow_client.py
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 20When it triggers. No condition that starts the skill
  • 40Consistency. Frontmatter name (deerflow-install) differs from the folder (deerflow-install-master)
  • 100Steps. 33 steps
  • 100Execution cost. Instruction body is 1447 tokens
  • 100Running it twice. No mutating operations
  • 100Progress reporting. Reports progress

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • -2localhost URLs: will not work for another user
  • +1No license
  • +2Single-language instructions
  • +3Description length 157: enough signal without eating the budget
  • +4Structure: 17 headings
  • +3Step-by-step instructions: 33 items
  • +4Has examples (15 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 74.

External checks

ClawHub: suspicious
The skill appears to be an agent setup guide, but it under-explains API-key handling and default file-write/shell authority.
LLM: suspicious (medium) · VirusTotal: · 29 May 2026