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Intelligent Model Routing - Save 60% on AI Costs / 智能路由系统 - 节省 60% 成本

Not recommendedcritical or high security findings · low grade D
modbender/skill-library-mcp Agent Skills author: modbender MIT 46 files · 2 scripts body ≈ 625 tokens Open the sourcegithub.com↗ analyzed 2 d ago

Intelligent Model Routing - Save 60% on AI Costs / 智能路由系统 - 节省 60% 成本

As a process F 35/100 · Will not run — References files that are not bundled: docs/CONFIGURATION.md, docs/API.md

ProcedureGitHubSoftware developmentAI and agentsCustomer supporttype 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
D
56/100
safety, quality, tests
Safety 60%
54
Quality 40%
60
Run on models
none yet
Process rating
F
35/100
Will not run
References files that are not bundled: docs/CONFIGURATION.md, docs/API.md
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

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.

Dangerous commands
If you install

The skill contains commands that delete files, rewrite disks or execute code fetched from the network. The agent may run them without asking if it believes the instructions require it.

For the author

Replace destructive commands with safe equivalents that ask for confirmation, scope them to one folder, and stop piping curl into a shell: pin a version and a checksum.

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. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  3. 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 · 4

  • high Dangerous commands cmd-pipe-to-shell docs/FAQ_en.md:292
    Downloads and executes remote code from an unrecognised host (pipe to shell)
    curl -fsSL https://ollama.com/install.sh | sh
  • high Dangerous commands cmd-pipe-to-shell docs/FAQ.md:289
    Downloads and executes remote code from an unrecognised host (pipe to shell)
    curl -fsSL https://ollama.com/install.sh | sh
Medium and low: 2
  • medium Dangerous commands cmd-shell-rc docs/FAQ_en.md:313
    Writes to a shell startup file
    echo 'export DASHSCOPE_API_KEY="sk-..."' >> ~/.bashrc
  • medium Dangerous commands cmd-shell-rc docs/FAQ.md:310
    Writes to a shell startup file
    echo 'export DASHSCOPE_API_KEY="sk-..."' >> ~/.bashrc

Files scanned: 46. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: docs/CONFIGURATION.md
  • warning missing-ref reference to a missing file: docs/API.md
  • note frontmatter-key unknown frontmatter key "homepage"
  • note frontmatter-key unknown frontmatter key "pricing"

Process rating: all ten parameters 35/100

Will not run. References files that are not bundled: docs/CONFIGURATION.md, docs/API.md
  • 0Tools and files. 2 referenced file(s) missing: docs/CONFIGURATION.md, docs/API.md
  • 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
  • 100Steps. 37 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 625 tokens
  • 100Running it twice. No mutating operations

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)
  • +3Description length 69: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • -243 emoji in the instructions: noise for the model
  • +1No license
  • +2Single-language instructions
  • +4Structure: 24 headings
  • +3Step-by-step instructions: 37 items
  • +4Has examples (6 code blocks)
  • +4Reference files are cited in the instructions (2 of 11)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 60.