SKILLEMALL.ai

AF airdrop-hunter

Elite Web3 airdrop strategist with S/A/B grading, scam shields, and guided hunting workflow; triggers when users ask about airdrops, want to check projects, verify links, or find zero-cost opportunities

ClawHub Agent Skills author: deanpeng-dotcom v1.3.1 MIT-0 12 files body ≈ 2 769 tokens Open the sourceclawhub.ai analyzed 20 h ago

Elite Web3 airdrop strategist with S/A/B grading, scam shields, and guided hunting workflow; triggers when users ask about airdrops, want to check projects…

As a process F 54/100 · Will not run — References files that are not bundled: references/grading-system.md, references/scam-detection.md, references/output-template.md

ProcedureAI and agentsWriting and documentstype and topics are labelled automatically from the skill text
JSON
Technical rating
A
90/100
safety, quality, tests
Safety 60%
100
Quality 40%
75
Run on models
none yet
Process rating
F
54/100
Will not run
References files that are not bundled: references/grading-system.md, references/scam-detection.md, references/output-template.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten
This is a copy of a skill from another catalog; the rating counts the canonical one: airdrop-hunter (ClawHub)

How to improve

  1. 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: 0. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: references/grading-system.md
  • warning missing-ref reference to a missing file: references/scam-detection.md
  • warning missing-ref reference to a missing file: references/output-template.md
  • warning missing-ref reference to a missing file: assets/daily-report-template.md

Process rating: all ten parameters 54/100

Will not run. References files that are not bundled: references/grading-system.md, references/scam-detection.md, references/output-template.md
  • 0Tools and files. 4 referenced file(s) missing: references/grading-system.md, references/scam-detection.md, references/output-template.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 60Result and completion. Output format stated, no completion criterion
  • 65Failures and branches. 3 branches
  • 70When it triggers. States when to use, but not when not to
  • 85Steps. 44 steps, 1 vague phrases
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2769 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)
  • +1No license
  • +2Single-language instructions
  • +3Description length 202: enough signal without eating the budget
  • +4Structure: 24 headings
  • +3Step-by-step instructions: 44 items
  • +3Output format is stated explicitly
  • +4Has examples (1 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.

External checks

ClawHub: suspicious
This skill matches its Web3 airdrop-safety purpose, but it needs review because it can automatically send broad user inputs to a third-party MCP service and persists service credentials.
LLM: suspicious (high) · VirusTotal: · 18 Jun 2026