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BD finrobot-multi-agent

多智能体金融分析平台，支持股票研究、市场预测、财报解读与量化回测策略构建，覆盖全球市场数据分析。

ClawHub Agent Skills author: Tang Weigang v0.3.3 MIT-0 20 files body ≈ 1 031 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process D 46/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions

ProcedureAI and agentsInfrastructuretype 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
81/100
safety, quality, tests
Safety 60%
88
Quality 40%
70
Run on models
none yet
Process rating
D
46/100
Unfinished process
Result and completion w 14
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
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 · 12

✓ No critical or high findings

Medium and low: 12
  • low Secrets in code secret-high-entropy-token references/ANTI_PATTERNS.md:11
    High-entropy token-like string (may be an id, hash or a credential)
    ## fina…del (2)
  • low Secrets in code secret-high-entropy-token references/ANTI_PATTERNS.md:35
    High-entropy token-like string (may be an id, hash or a credential)
    ## fina…ard (3)
  • low Secrets in code secret-high-entropy-token references/seed.yaml:87
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    project_source: fina…ard
    detector
  • low Secrets in code secret-high-entropy-token references/seed.yaml:101
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    project_source: fina…del
    detector
  • low Secrets in code secret-high-entropy-token references/seed.yaml:169
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    project_source: fina…del
    detector
  • low Secrets in code secret-high-entropy-token references/seed.yaml:182
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    project_source: fina…ard
    detector
  • low Secrets in code secret-high-entropy-token references/seed.yaml:196
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    project_source: fina…ard
    detector
  • low Secrets in code secret-high-entropy-token references/WISDOM.md:6
    High-entropy token-like string (may be an id, hash or a credential)
    **From**: fina…DKG, fina…ard · **Applicable to**: macro-data
  • low Secrets in code secret-high-entropy-token references/WISDOM.md:11
    High-entropy token-like string (may be an id, hash or a credential)
    **From**: fina…del, fina…ing · **Applicable to**: macro-data
  • low Secrets in code secret-high-entropy-token references/WISDOM.md:16
    High-entropy token-like string (may be an id, hash or a credential)
    **From**: fina…ard, fina…del · **Applicable to**: macro-data
  • low Secrets in code secret-high-entropy-token references/WISDOM.md:21
    High-entropy token-like string (may be an id, hash or a credential)
    **From**: fina…ing, fina…DKG, fina…ard · **Applicable to**: macro-data
  • low Secrets in code secret-high-entropy-token references/WISDOM.md:36
    High-entropy token-like string (may be an id, hash or a credential)
    **From**: fina…ing, fina…ard · **Applicable to**: macro-data

Files scanned: 20. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")

Process rating: all ten parameters 46/100

  • 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
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 60Tools and files. Uses tools (web) that frontmatter does not declare
  • 100Steps. 8 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1031 tokens
  • 100Running it twice. No mutating operations

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)
  • +3Description length 48: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +4No input/output examples
  • +2Single-language instructions
  • +4Structure: 11 headings
  • +3Step-by-step instructions: 8 items
  • +4Reference files are cited in the instructions (6 of 6)
  • +1License stated

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

External checks

ClawHub: suspicious
This finance skill appears purpose-aligned, but it needs user review because sensitive financial credentials, memory use, and persistent generated outputs are not clearly scoped at the top level.
LLM: suspicious (medium) · VirusTotal: · 29 May 2026