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BC 4chad

Launch meme tokens, trade Solana assets, and claim creator fees on 4chad.xyz - the autonomous AI agent trading platform

ClawHub Agent Skills author: moskon1 v1.0.0 8 files body ≈ 2 444 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

As a process C 64/100 · Has gaps — weak spots: result and completion, when it triggers, progress reporting

ProcedureInfrastructureAI and agentstype 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
76/100
safety, quality, tests
Safety 60%
82
Quality 40%
68
Run on models
none yet
Process rating
C
64/100
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

  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 · 18

✓ No critical or high findings

Medium and low: 18
  • low Risky intent intent-wallet-secrets EXAMPLES.md:30
    Handles crypto-wallet secrets (seed / mnemonic / private key) — a classic stealer target (test fixture / example file)
    # Store your Solana wallet private key
    fixture
  • low Dangerous commands cmd-shell-rc EXAMPLES.md:41
    Writes to a shell startup file (test fixture / example file)
    echo "export 4CHA…KEY=$API_KEY" >> ~/.bashrc
    fixture
  • low Dangerous commands cmd-shell-rc EXAMPLES.md:48
    Writes to a shell startup file (test fixture / example file)
    echo "Setup complete! Run: source ~/.bashrc"
    fixture
  • low Dangerous commands cmd-shell-rc EXAMPLES.md:124
    Writes to a shell startup file (test fixture / example file)
    echo "export MY_TOKEN_MINT=$MINT_ADDRESS" >> ~/.bashrc
    fixture
  • low Secrets in code secret-high-entropy-token EXAMPLES.md:150
    High-entropy token-like string (may be an id, hash or a credential) (test fixture / example file)
    \"inputMint\": \"So11…112\",
    fixture
  • low Secrets in code secret-high-entropy-token EXAMPLES.md:219
    High-entropy token-like string (may be an id, hash or a credential) (test fixture / example file)
    \"outputMint\": \"So11…112\",
    fixture
  • low Exfiltration net-credential-use EXAMPLES.md:259
    Credential used in a network call (verify the destination is the intended service) (test fixture / example file; the skill's own vendor host)
    TOKEN_DATA=$(curl -s "https://4chad.xyz/api/token/$TOKEN_MINT")
    fixturevendor-host
  • low Secrets in code secret-high-entropy-token EXAMPLES.md:384
    High-entropy token-like string (may be an id, hash or a credential) (test fixture / example file)
    \"inputMint\": \"So11…112\",
    fixture
  • low Secrets in code secret-high-entropy-token EXAMPLES.md:418
    High-entropy token-like string (may be an id, hash or a credential) (test fixture / example file)
    \"outputMint\": \"So11…112\",
    fixture
  • low Secrets in code secret-high-entropy-token EXAMPLES.md:438
    High-entropy token-like string (may be an id, hash or a credential) (test fixture / example file)
    \"outputMint\": \"So11…112\",
    fixture
  • low Exfiltration net-credential-use EXAMPLES.md:579
    Credential used in a network call (verify the destination is the intended service) (test fixture / example file; the skill's own vendor host)
    TOKEN_DATA=$(curl -s "https://4chad.xyz/api/token/$TOKEN")
    fixturevendor-host
  • low Exfiltration net-credential-use FEES.md:41
    Credential used in a network call (verify the destination is the intended service) (the skill's own vendor host)
    FEES=$(curl -s "https://4chad.xyz/api/token/$TOKEN" | jq '.tradingFees')
    vendor-host
  • low Exfiltration net-credential-use FEES.md:223
    Credential used in a network call (verify the destination is the intended service) (the skill's own vendor host)
    TOKEN_DATA=$(curl -s "https://4chad.xyz/api/token/$TOKEN")
    vendor-host
  • low Secrets in code secret-high-entropy-token TRADING.md:27
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    "inputMint": "So11…112",
    quoted
  • low Secrets in code secret-high-entropy-token TRADING.md:45
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    "inputMint": "So11…112",
    quoted
  • low Secrets in code secret-high-entropy-token TRADING.md:73
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | SOL | `So11…112` |
    table
  • low Secrets in code secret-high-entropy-token TRADING.md:74
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | USDC | `EPjF…t1v` |
    table
  • low Secrets in code secret-high-entropy-token TRADING.md:75
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | USDT | `Es9v…NYB` |
    table

Files scanned: 8. 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 64/100

  • 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
  • 60Tools and files. Uses tools (web) that frontmatter does not declare
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Steps. 59 steps
  • 100Failures and branches. 1 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2444 tokens
  • 100Running it twice. Mutating operations check current state
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 14 top-level sections: this looks like several domains in one skill

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 119: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +4Structure: 26 headings
  • +3Step-by-step instructions: 59 items
  • +4Has examples (8 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 68.

External checks

ClawHub: suspicious
This looks like a real 4chad Solana trading skill, but it gives an agent high-impact wallet authority with weak safeguards around signing, automation, and credential handling.
LLM: suspicious (high) · VirusTotal: benign · 10 Sept 2026