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BD bitopro-spot

BitoPro exchange API wrapper covering both public market data and private trading on the spot market. Public tools (no API key required): real-time ticker, order book depth, public recent trades, candlestick/K-line, trading-pair specs and fees, OTC price. Private tools (API key + secret + email required): place/cancel/batch orders, query open orders/order history/trade fills, account balance, deposit/withdraw history. Supports TWD (New Taiwan Dollar) fiat trading pairs.

ClawHub Agent Skills author: mahetagaurang22 v1.0.0 MIT-0 2 files body ≈ 210 tokens Open the sourceclawhub.ai↗ analyzed 27 h ago

BitoPro exchange API wrapper covering both public market data and private trading on the spot market.

As a process D 38/100 · Unfinished process — weak spots: steps, result and completion, when it triggers

IntegrationCommercetype 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
85/100
safety, quality, tests
Safety 60%
99
Quality 40%
65
Run on models
none yet
Process rating
D
38/100
Unfinished process
Steps w 15
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. 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 · 1

✓ No critical or high findings

Medium and low: 1
  • low Risky intent intent-offensive-security SKILL.md:28
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
    This is a bug bounty proof of concept demonstrating that the slug `bitopro-spot`

Files scanned: 2. 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")
  • note frontmatter-key unknown frontmatter key "homepage"

Process rating: all ten parameters 38/100

  • 0Steps. Prose only: no discrete steps
  • 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
  • 100Tools and files. No external tools needed
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 210 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)
  • +3No numbered steps or checklist
  • +3Output format is not stated: the model decides each time
  • +4No input/output examples
  • +2Single-language instructions
  • +3Description length 474: enough signal without eating the budget
  • +4Structure: 4 headings
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 65.

External checks

ClawHub: suspicious
This is a disclosed security-research proof of concept, but it still registers as a BitoPro trading skill and asks for real exchange API credentials without implementing a legitimate integration.
LLM: suspicious (high) · VirusTotal: · 6 Jun 2026