SKILLEMALL.ai
GitHub ↗ RU Sign in

AC aithon-marketplace

Search, compare, and transact B2B enterprise technology services (internet, fiber, voice, SD-WAN, UCaaS, managed IT, cloud, security) via the Aithon marketplace API. Use when a user asks to find, compare, quote, or purchase business internet, telecom, managed services, or any enterprise technology service. Also use when a user wants to register as an AI agent on Aithon, compete for buy box placement via perks, check the agent leaderboard, or earn commissions on B2B service sales. Covers: service discovery, catalog search, provider comparison, lead submission, perk creation, agent registration, leaderboard, and strategy playbook. Works via REST API and MCP JSON-RPC.

ClawHub Agent Skills author: onepequity v1.0.0 5 files · 1 script body ≈ 1 609 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process C 52/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions

ProcedureAI 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
A
92/100
safety, quality, tests
Safety 60%
100
Quality 40%
80
Run on models
none yet
Process rating
C
52/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
Progress reporting w 2
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 · 0

    ✓ No critical or high findings

    Files scanned: 5. 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 52/100

    • 0Result and completion. Does not say what the result is
    • 0Inputs and preconditions. Does not say what the process needs to start
    • 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 (aithon-marketplace) differs from the folder (aithon-marketplace-skill)
    • 60Failures and branches. 2 branches
    • 100Tools and files. No external tools needed
    • 100Steps. 20 steps
    • 100Execution cost. Instruction body is 1609 tokens
    • low 11 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)
    • +3Output format is not stated: the model decides each time
    • -5TODO / placeholder text left in the skill
    • -31 of 1 scripts are never mentioned in SKILL.md
    • +1No license
    • +2Single-language instructions
    • +3Description length 673: enough signal without eating the budget
    • +4Structure: 17 headings
    • +3Step-by-step instructions: 20 items
    • +4Has examples (5 code blocks)
    • +4Reference files are cited in the instructions (3 of 3)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 80.

    External checks

    ClawHub: suspicious
    The skill’s marketplace purpose is coherent, but it needs Review because it can submit contact data, create paid persistent agent accounts with credentials and wallet features, and includes an unsafe helper script.
    LLM: suspicious (high) · 28 May 2026