The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Lynkr
Streamline your workflow with Lynkr, a CLI tool that acts as an HTTP proxy for efficient code interactions using Claude Code CLI.
Install
npm install -g lynkrInstall command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →Lynkr
An LLM Gateway which optimises your token usage.
84% fewer tokens on JSON tool results. 53% fewer tokens on tool-heavy requests. Sub-300ms semantic cache hits. Zero code changes.
Numbers from the bundled benchmark against LiteLLM on identical free local backends — run it yourself:
node benchmark-tier-routing.js. It doubles as a 19-scenario routing regression harness (currently 12/12 correctness checks), andMODE=routingruns a routing-only head-to-head that judges both proxies on the same acceptable-tier sets — including LiteLLM's Auto Router v2. How it works →
Agentic benchmark (Terminal-Bench core, 80 tasks, Oct 2026): Lynkr 42/80 for $1.54 vs openrouter/auto 44/80 for $4.72 on the same VM and evening — tied on accuracy within single-run noise (Lynkr's three runs: 39, 39, 42) at ~30% of the cost; vLLM Semantic Router on the same models/hosts: 25/80 (34 agent timeouts from unbounded upstream stalls and per-turn CPU classification). Full comparison, fairness notes and what it changed in Lynkr →
Third-party benchmark: on RouterArena (ICLR 2026, 8,400 queries) Lynkr's routing scores 67.65 arena / 68.41% accuracy at $0.29 per 1K queries with 92.38 robustness — above GPT-5's built-in router and NotDiamond at a fraction of their cost. Methodology & caveats →
🚀 New: Wrap Mode for AI Coding Tools
Use Lynkr's routing with your AI coding assistant — maximize your subscription value:
npm install -g lynkr
# Claude Code Pro/Max
lynkr wrap claude
Wrapping gives you:
- ✅ Tier routing (send simple tasks to free Ollama, complex to your subscription/API)
- ✅ Sticky sessions: one routing decision per conversation via content fingerprinting, with automatic escalation when the task outgrows the model
- ✅ TOON/RTK compression (84% token reduction on large JSON tool outputs)
- ✅ Semantic caching (sub-300ms cache hits, 0 tokens billed)
- ✅ Your subscription is used only where it counts — simple requests route to your own local/API models, so subscription capacity goes to the work that needs it
- ✅ Works with OAuth (Claude, Copilot, Cursor) or API keys (Aider, Codex)
Quick Start (2 Minutes)
1. Install Lynkr
npm install -g lynkr
2. Configure Lynkr
The fastest path is the interactive wizard:
lynkr init
It asks four questions — usage mode (Claude Pro/Max via wrap, or direct API keys), tier picks for SIMPLE/MEDIUM/COMPLEX/REASONING across the 14 supported providers, credentials for what you chose, and a few routing-intelligence knobs — then writes a fully-populated .env with sensible production defaults for everything else (caching, compression, policy budgets, MCP sandbox, rate limiting).
Useful flags:
lynkr init --force # overwrite an existing .env
See docs/init.md for the full wizard reference.
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