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AF query-router

Unified query router combining content-type detection, complexity scoring, and prefix-based routing. Routes queries to the optimal model with safety features (lock protection, verify-after-switch, rollback, audit logs). Use when: route this query, which model should I use, classify this, route to optimal model, query type, auto-select model, @codex, @mini, @cl, @q.

ClawHub Agent Skills author: walterwkchoy v1.1.0 MIT-0 4 files body ≈ 961 tokens Open the sourceclawhub.ai↗ analyzed 4 d ago

As a process F 40/100 · Will not run — References files that are not bundled: scripts/.logs/router.log.jsonl

AnalyzerSoftware developmentSecurityInfrastructuretype 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%
81
Run on models
none yet
Process rating
F
40/100
Will not run
References files that are not bundled: scripts/.logs/router.log.jsonl
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

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

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: scripts/.logs/router.log.jsonl

Process rating: all ten parameters 40/100

Will not run. References files that are not bundled: scripts/.logs/router.log.jsonl
  • 0Tools and files. 1 referenced file(s) missing: scripts/.logs/router.log.jsonl
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 1 mutating operations with no state check
  • 50Failures and branches. 0 branches, has a failure section
  • 100Steps. 7 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 961 tokens
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

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
  • +1No license
  • +2Single-language instructions
  • +3Description length 367: enough signal without eating the budget
  • +4Structure: 12 headings
  • +3Step-by-step instructions: 7 items
  • +4Has examples (4 code blocks)
  • +3All 2 scripts are documented

Quality base 70; lint remarks subtract, signals add up to 100. Result: 81.

External checks

ClawHub: suspicious
This skill does not look intentionally harmful, but it overstates model-switching and rollback safety while also logging query snippets locally.
LLM: suspicious (high) · VirusTotal: · 29 May 2026