SKILLEMALL.ai

BF gmgn-track

Get real-time crypto buy/sell activity from Smart Money wallets, KOL influencer wallets, and personally followed wallets via GMGN API — alpha signals, whale tracking, meme token copy-trading ideas on Solana, BSC, Base, or Ethereum. Also query which tokens a wallet has followed (bookmarked) on GMGN. Use when user asks what smart money or KOLs are buying, wants whale alerts, on-chain alpha, copy-trade signals, or wants to check a wallet's followed tokens. (For a specific wallet address's portfolio, use gmgn-portfolio.)

ClawHub Agent Skills author: GMGN.AI v1.4.6 MIT-0 2 files body ≈ 5 226 tokens Open the sourceclawhub.ai analyzed 4 d ago

As a process F 63/100 · Will not run — References files that are not bundled: ../../docs/workflow-token-research.md, ../../docs/workflow-smart-money-profile.md, ../../docs/workflow-daily-brief.md

IntegrationInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
B
86/100
safety, quality, tests
Safety 60%
100
Quality 40%
65
Run on models
none yet
Process rating
F
63/100
Will not run
References files that are not bundled: ../../docs/workflow-token-research.md, ../../docs/workflow-smart-money-profile.md, ../../docs/workflow-daily-brief.md
Tools and files w 18
0
Running it twice w 4
30
When it triggers w 12
50
the three weakest of ten parameters · all ten

How to improve

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  2. The text references files that are not there: add them or drop the references.
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 · 0

✓ No critical or high findings

Files scanned: 2. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 5226 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: ../../docs/workflow-token-research.md
  • warning missing-ref reference to a missing file: ../../docs/workflow-smart-money-profile.md
  • warning missing-ref reference to a missing file: ../../docs/workflow-daily-brief.md

Process rating: all ten parameters 63/100

Will not run. References files that are not bundled: ../../docs/workflow-token-research.md, ../../docs/workflow-smart-money-profile.md, ../../docs/workflow-daily-brief.md
  • 0Tools and files. 3 referenced file(s) missing: ../../docs/workflow-token-research.md, ../../docs/workflow-smart-money-profile.md, ../../docs/workflow-daily-brief.md
  • 30Running it twice. 5 mutating operations with no state check
  • 50When it triggers. No condition that starts the skill
  • 60Result and completion. Output format stated, no completion criterion
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 70Execution cost. Instruction body is 5226 tokens
  • 100Steps. 44 steps
  • 100Failures and branches. 5 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 18 top-level sections: this looks like several domains in one skill
  • low The response is described with custom markup (7 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)
  • +1No license
  • +2Single-language instructions
  • +3Description length 522: enough signal without eating the budget
  • +4Structure: 25 headings
  • +3Step-by-step instructions: 44 items
  • +3Output format is stated explicitly
  • +4Has examples (5 code blocks)

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

External checks

ClawHub: clean
This skill is a disclosed GMGN API helper, with expected credential setup and limited troubleshooting behavior but no evidence of deception, exfiltration, or destructive actions.
LLM: benign (high) · VirusTotal: · 18 Jun 2026