SKILLEMALL.ai

BF baoyu-danger-gemini-web

Generates images and text via reverse-engineered Gemini Web API. Supports text generation, image generation from prompts, reference images for vision input, and multi-turn conversations. Use when other skills need image generation backend, or when user requests "generate image with Gemini", "Gemini text generation", or needs vision-capable AI generation.

Not recommendedcritical or high security findings
ClawHub Agent Skills author: Jim Liu 宝玉 v1.56.1 MIT-0 28 files body ≈ 1 480 tokens Open the sourceclawhub.ai analyzed 3 d ago

As a process F 45/100 · Will not run — References files that are not bundled: scripts/gemini-webapi/*

IntegrationAI and agentsSoftware developmenttype and topics are labelled automatically from the skill text
JSON
Technical rating
B
81/100
safety, quality, tests
Safety 60%
77
Quality 40%
86
Run on models
none yet
Process rating
F
45/100
Will not run
References files that are not bundled: scripts/gemini-webapi/*
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

The same skill appears in 1 more place: ClawHub

What is at stake

The skill contains fragments that, in the wrong hands, cost money or data. Below: what the installer risks and what the author should do.

Exfiltration
If you install

The instructions or scripts send data out: environment variables, keys, file contents, chat history. You may never notice, because the agent performs the upload as "part of the task".

For the author

If the upload is not needed for the task, remove it: catalogs flag such skills and delist them. If it is needed, name the destination explicitly, say what leaves the machine, and give the user a switch.

How to improve

  1. Address the high-severity findings: each costs 18 safety points. If one is a false positive, add the rule id to guard.allow in spec.yaml.
  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 · 2

  • high Exfiltration intent-browser-credential-store scripts/gemini-webapi/utils/load-browser-cookies.ts:260
    Accesses a browser credential / cookie store
    const existingCookies = hasExplicitProfile ? null : await fetch_cookies_from_existing_chrome(30_000, verbose);
Medium and low: 1
  • medium Exfiltration intent-browser-credential-store scripts/gemini-webapi/utils/get-access-token.ts:101
    Accesses a browser credential / cookie store (quoted — discussed, not commanded)
    if (verbose) logger.warning(`Failed to load cookies via Chrome CDP: ${e instanceof Error ? e.message : String(e)}`);
    quoted

Files scanned: 28. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: scripts/gemini-webapi/*

Process rating: all ten parameters 45/100

Will not run. References files that are not bundled: scripts/gemini-webapi/*
  • 0Tools and files. 1 referenced file(s) missing: scripts/gemini-webapi/*
  • 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
  • 100Steps. 16 steps
  • 100Failures and branches. 6 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1480 tokens
  • 100Running it twice. Mutating operations check current state
  • 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

  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 2 example trigger phrases
  • +3Description length 356: enough signal without eating the budget
  • +4Structure: 12 headings
  • +3Step-by-step instructions: 16 items
  • +4Has examples (1 code blocks)
  • +3All 1 scripts are documented

Quality base 70; lint remarks subtract, signals add up to 100. Result: 86.

External checks

ClawHub: suspicious
This is a coherent unofficial Gemini Web client, but it needs user review because it can reuse Google browser sessions and store live session cookies locally.
LLM: suspicious (high) · 28 May 2026