AB token-efficient-task-router
A token-efficient task routing and execution control skill for WorkBuddy, iMA Copilot, OpenClaw, QClaw, and other agent systems. Use this skill to classify user requests, choose Ask, Plan, Craft, or Expert mode, reduce unnecessary token usage, avoid large unconfirmed file edits, and maximize task ROI through staged execution and confirmation gates.
As a process B 77/100 · Nearly there — weak spots: inputs and preconditions, running it twice, progress reporting
How to improve
- The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
- 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: 55. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
body-longSKILL.md body ≈ 5177 tokens (recommended < 5000); move details to references/
Process rating: all ten parameters 77/100
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Progress reporting. Says nothing while it works
- 30Running it twice. 16 mutating operations with no state check
- 60Result and completion. Output format stated, no completion criterion
- 70Execution cost. Instruction body is 5177 tokens
- 100Tools and files. No external tools needed
- 100Steps. 270 steps
- 100When it triggers. States when to use and when not to
- 100Failures and branches. 19 branches, has a failure section
- 100Consistency. Name and required fields are in place
- low 26 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)
- -32 of 2 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +3Description length 350: enough signal without eating the budget
- +4Structure: 27 headings
- +3Step-by-step instructions: 270 items
- +3Output format is stated explicitly
- +4Has examples (0 code blocks)
- +4Reference files are cited in the instructions (19 of 19)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 78.