tk_router
Classification layerUltra-cheap intent routing and skill selection for every agent decision.
>have we hit the weekly limit?
└Weekly limit reached • resets Monday
Agent paused. Route to premium provider.
This shouldn't happen. Your agent could handle 90% of this work for micro-cents.
Let your OpenClaw agents run.
tk_claw handles skills, tool loops, retries, and routine agent work at micro-cent economics. Escalate hard reasoning to your own premium provider only when needed.
BackboneCloudflare AI
Context120K native
RoutingMicro-cent
PrivacyNo training
Routing Diagram
prompt → tk_router → tk_claw → tk_ultra
How It Works
Routing logic that actually makes sense.
Cheap by default for skills and tools. Premium only for reasoning. Budget-safe from the ground up.
User Prompt
Input
→
Skill Select
tk_router
→
Tool Loop
tk_claw
→
Synthesis
tk_ultra (optional)
Real-World Savings
Always Premium vs tk_ Routed
See how much you save with smart routing.
WorkflowAlways Premiumtk_ RoutedSavings
20 routing turns$0.0240$0.000896.7%
10 tool loops$0.0380$0.002194.5%
1 hard synthesis$0.0060$0.00600%
10 error recoveries$0.0520$0.007885.0%
Total per cycle$0.1200$0.016786.1%
The Model Catalog
Four layers of inference.
Choose the right model for each stage. Router for classification. Claw for routine work. Control for structured output. Ultra for hard reasoning.
tk_claw
Agent default laneOpenClaw-optimized base model for skills, tools, retries, and routine work.
tk_control
Structured output specialistDeterministic output for robot-safe plans, JSON schemas, approval workflows.
tk_ultra
BYO premium escalationConnect your own GPT account. Route only when you really need it. Zero markup.
The Difference
Before and after Toolklaw.
Same agents, same reliability, dramatically different costs.
Before Toolklaw
$0.15
Each skill routing turn costs full price on GPT
100 routing decisions → $0.25
After Toolklaw
$0.0001
Same skill routing with tk_claw at micro-cents
100 routing decisions → $0.003
See Your Savings
How much would you save?
Use the calculator to see your costs with tk_ routing vs always paying premium rates.
Workflow Calculator
Live savings calculator with sliders
Always Premium: $0.12
tk_ Routed: $0.01
Savings: 92%
Benchmarks
Measured output quality, not marketing claims.
Scored across mobile breakpoints, HTML validity, CTA clarity, visual hierarchy, latency, and price. Every metric is reproducible.
Benchmark wall
Proof, not positioning.
Metrictk_GPT-5 MiniClaude 4 HaikuGemini 3 FlashWinner
Mobile breakpoint pass96848186Toolkit
Tablet layout integrity94798083Toolkit
HTML validity100929491Toolkit
CTA clarity91808378Toolkit
Visual hierarchy89828081Toolkit
Template samenessLowMediumMediumMediumToolkit
Plans
Pricing that scales with you.
From free to enterprise. Always transparent. Always simple.
Free
Free Builder
$0/mo
5,000 included credits- 5,000 included credits
- 1 workspace
- BYO premium provider
- Basic routing
Monthly
Solo Operator
$9/mo
150,000 included credits- 150,000 included credits
- 10 active agents
- Spend caps & controls
- BYO premium provider
Monthly
Pro Builder
$29/mo
750,000 included credits- 750,000 included credits
- 25 active agents
- Ultrathink routing rules
- Caching analytics
Get Started
Configure your first agent in 3 minutes.
Pick your mode. Set your budget. Get your config. Run.
Setup Wizard
Configure your first agent in 4 steps
1Choose Mode
2Set Routing
3Budget Caps
4Copy Config
Cheap where it should be.
Premium where it matters.
tk_claw handles the bulk. Your budget survives. Your agents keep running.