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BD bfun-ai

Local CLI tool for B.Fun (BSC) market inspection, quotes, token details, tax info, and explicitly user-confirmed token operations, with structured JSON outputs.

ClawHub Agent Skills author: BFun-AI v0.5.4 MIT-0 7 files body ≈ 4 400 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

As a process D 49/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions

IntegrationInfrastructureFinancetype 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
84/100
safety, quality, tests
Safety 60%
89
Quality 40%
77
Run on models
none yet
Process rating
D
49/100
Unfinished process
Result and completion w 14
0
Inputs and preconditions w 11
0
Progress reporting w 2
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 · 11

✓ No critical or high findings

Medium and low: 11
  • low Secrets in code secret-high-entropy-token references/contract-addresses.md:9
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | `bFunFactory` | `0x71…876` |
    table
  • low Secrets in code secret-high-entropy-token references/contract-addresses.md:10
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | `bFunFactoryImpl` | `0xf6…407` |
    table
  • low Secrets in code secret-high-entropy-token references/contract-addresses.md:11
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | `bFunFactoryTradeHelper` | `0x16…817` |
    table
  • low Secrets in code secret-high-entropy-token references/contract-addresses.md:12
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | `bondingCurveImpl` | `0x7B…F2B` |
    table
  • low Secrets in code secret-high-entropy-token references/contract-addresses.md:13
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | `bFunTokenSwap` | `0x56…9eC` |
    table
  • low Secrets in code secret-high-entropy-token references/create-flow.md:82
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | `CAKE` | `0x0E…E82` | 18 | `6250` |
    table
  • low Secrets in code secret-high-entropy-token references/create-flow.md:83
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | `USDT` | `0x55…955` | 18 | `8000` |
    table
  • low Secrets in code secret-high-entropy-token references/create-flow.md:84
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | `USD1` | `0x8d…B0d` | 18 | `8000` |
    table
  • low Secrets in code secret-high-entropy-token references/create-flow.md:85
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | `ASTER` | `0x00…56A` | 18 | `12000` |
    table
  • low Secrets in code secret-high-entropy-token references/create-flow.md:86
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | `U` | `0xcE…666` | 18 | `8000` |
    table
  • low Secrets in code secret-high-entropy-token SKILL.md:266
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    Default contract: `0x80…432` (BSC mainnet).
    quoted

Files scanned: 7. 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 49/100

  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 29 mutating operations with no state check
  • 40Consistency. Frontmatter name (bfun-ai) differs from the folder (bfun-agentic)
  • 70Failures and branches. 8 branches
  • 70Execution cost. Instruction body is 4400 tokens
  • 85Steps. 52 steps, 2 vague phrases
  • 100Tools and files. Tools declared in frontmatter
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 10 top-level sections: this looks like several domains in one skill
  • low The response is described with custom markup (39 tags): a typed call is more reliable

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
  • +2Single-language instructions
  • +3Description length 160: enough signal without eating the budget
  • +4Structure: 22 headings
  • +3Step-by-step instructions: 52 items
  • +4Has examples (3 code blocks)
  • +4Reference files are cited in the instructions (5 of 5)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.

External checks

ClawHub: suspicious
Review is advised because the skill is a disclosed crypto wallet helper, but it relies on an unpinned external npm CLI that can use a private key for irreversible BSC transactions.
LLM: suspicious (medium) · VirusTotal: · 29 May 2026