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BD light-sdk

For Solana program development with tokens and PDAs, Light is 200x cheaper than SPL/ Solana and has minimal code differences (e.g. for any Solana program and Defi such as AMMs, vaults, lending). Includes rent-free Light-PDAs, token accounts, and mints. Light SDK with Anchor or Pinocchio. Includes for Defi Router integration guide. Minimal program logic changes.

ClawHub Agent Skills author: tilo-14 v1.0.1 9 files body ≈ 1 571 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

IntegrationSoftware developmentInfrastructuretype 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
89/100
safety, quality, tests
Safety 60%
92
Quality 40%
84
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

    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 · 8

    ✓ No critical or high findings

    Medium and low: 8
    • low Secrets in code secret-high-entropy-token references/anchor.md:34
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      derive_light_cpi_signer!("PDAm…ZpT");
      quoted
    • low Secrets in code secret-high-entropy-token references/pinocchio.md:50
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      pub const ID: Pubkey = pubkey_array!("Your…111");
      quoted
    • low Secrets in code secret-high-entropy-token references/pinocchio.md:52
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      derive_light_cpi_signer!("Your…111");
      quoted
    • low Secrets in code secret-high-entropy-token references/router.md:157
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "96gY…ZU5",
      quoted
    • low Secrets in code secret-high-entropy-token references/router.md:158
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "HFqU…gRe",
      quoted
    • low Secrets in code secret-high-entropy-token references/router.md:159
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "Cw8C…LkY",
      quoted
    • low Secrets in code secret-high-entropy-token references/router.md:160
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "ADaU…S49",
      quoted
    • low Secrets in code secret-high-entropy-token references/router.md:161
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "DfXy…Xjh",
      quoted

    Files scanned: 9. 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 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
    • 30Running it twice. 5 mutating operations with no state check
    • 40Consistency. Frontmatter name (light-sdk) differs from the folder (solana-light-sdk)
    • 100Tools and files. No external tools needed
    • 100Steps. 21 steps
    • 100Execution cost. Instruction body is 1571 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
    • +4No input/output examples
    • +1No license
    • +2Single-language instructions
    • +3Description length 363: enough signal without eating the budget
    • +4Structure: 9 headings
    • +3Step-by-step instructions: 21 items
    • +4Reference files are cited in the instructions (7 of 7)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 84.

    External checks

    ClawHub: clean
    The skill appears to be a coherent Solana developer guide with disclosed but nontrivial blockchain and file-inspection risks.
    LLM: benign (medium) · VirusTotal: suspicious · 28 May 2026