SKILLEMALL.ai
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BC headless-trading

Autonomous trading for AI agents on Solana and BNB Chain. Use when: (1) executing token swaps on DEXs (Raydium, PancakeSwap), (2) checking token prices and balances, (3) monitoring liquidity pools, (4) implementing trading strategies, (5) managing portfolio positions. Supports headless execution without browser interaction.

modbender/skill-library-mcp Agent Skills author: modbender MIT 11 files body ≈ 1 822 tokens Open the sourcegithub.com↗ analyzed 3 d ago

Autonomous trading for AI agents on Solana and BNB Chain.

As a process C 51/100 · Has gaps — weak spots: result and completion, when it triggers, consistency

ProcedureInfrastructuretype 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
86/100
safety, quality, tests
Safety 60%
83
Quality 40%
91
Run on models
none yet
Process rating
C
51/100
Has gaps
Result and completion w 14
0
Progress reporting w 2
0
When it triggers w 12
20
the three weakest of ten parameters · all ten

How to improve

    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 · 17

    ✓ No critical or high findings

    Medium and low: 17
    • low Secrets in code secret-high-entropy-token references/pancakeswap.md:9
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      - **Router:** `0x10…24E`
      quoted
    • low Secrets in code secret-high-entropy-token references/pancakeswap.md:10
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      - **Factory:** `0xcA…c73`
      quoted
    • low Secrets in code secret-high-entropy-token references/pancakeswap.md:11
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      - **WBNB:** `0xbb…95c`
      quoted
    • low Secrets in code secret-high-entropy-token references/pancakeswap.md:15
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      - **Router:** `0x13…Dd4`
      quoted
    • low Secrets in code secret-high-entropy-token references/pancakeswap.md:16
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      - **Factory:** `0x0B…865`
      quoted
    • low Secrets in code secret-high-entropy-token references/raydium.md:33
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      - **USDC:** `EPjF…t1v`
      quoted
    • low Secrets in code secret-high-entropy-token references/raydium.md:34
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      - **USDT:** `Es9v…NYB`
      quoted
    • low Secrets in code secret-high-entropy-token references/raydium.md:38
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      - **SOL (wrapped):** `So11…112`
      quoted
    • low Secrets in code secret-high-entropy-token references/raydium.md:39
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      - **RAY:** `4k3D…X6R`
      quoted
    • low Secrets in code secret-high-entropy-token references/raydium.md:40
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      - **mSOL:** `mSoL…7So`
      quoted
    • low Risky intent intent-wallet-secrets scripts/pancakeswap_swap.py:30
      Handles crypto-wallet secrets (seed / mnemonic / private key) — a classic stealer target (quoted — discussed, not commanded)
      private_key: Wallet private key
      quoted
    • low Risky intent intent-wallet-secrets scripts/raydium_swap.py:30
      Handles crypto-wallet secrets (seed / mnemonic / private key) — a classic stealer target (quoted — discussed, not commanded)
      private_key: Wallet private key
      quoted
    • low Risky intent intent-wallet-secrets scripts/swap.py:43
      Handles crypto-wallet secrets (seed / mnemonic / private key) — a classic stealer target (quoted — discussed, not commanded)
      private_key: Wallet private key (base58)
      quoted
    • low Risky intent intent-wallet-secrets scripts/swap.py:137
      Handles crypto-wallet secrets (seed / mnemonic / private key) — a classic stealer target (quoted — discussed, not commanded)
      private_key: Wallet private key (hex)
      quoted
    • low Secrets in code secret-high-entropy-token scripts/swap.py:146
      High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
      ROUTER_ADDRESS = "0x10…24E"  # PancakeSwap V2
      detector
    • low Risky intent intent-wallet-secrets scripts/swap.py:249
      Handles crypto-wallet secrets (seed / mnemonic / private key) — a classic stealer target (quoted — discussed, not commanded)
      private_key: Wallet private key (from env if not provided)
      quoted
    • low Secrets in code secret-high-entropy-token SKILL.md:91
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      token_address="EPjF…t1v",  # USDC
      quoted

    Files scanned: 11. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    ✓ No remarks against the Agent Skills spec

    Process rating: all ten parameters 51/100

    • 0Result and completion. Does not say what the result is
    • 0Progress reporting. Says nothing while it works
    • 20When it triggers. No condition that starts the skill
    • 30Running it twice. 1 mutating operations with no state check
    • 40Consistency. Frontmatter name (headless-trading) differs from the folder (headless-crypto)
    • 50Failures and branches. 0 branches, has a failure section
    • 60Tools and files. Uses tools (web, python) that frontmatter does not declare
    • 70Inputs and preconditions. Inputs and preconditions are listed
    • 100Steps. 53 steps
    • 100Execution cost. Instruction body is 1822 tokens
    • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

    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
    • +1No license
    • +2Single-language instructions
    • +3Description length 325: enough signal without eating the budget
    • +4Structure: 35 headings
    • +3Step-by-step instructions: 53 items
    • +4Has examples (12 code blocks)
    • +4Reference files are cited in the instructions (4 of 4)
    • +3All 6 scripts are documented

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 91.