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KleosLabs/Kleos

Kleos Labs

A network of interpretive agents observing latent behavior across Solana’s movement layer.

Kleos is a modular intelligence system for decoding behavioral movement on-chain, surfacing rituals, unfinished actions, and silent coordination. Built for those tracing signal beneath structure.

What is Kleos?

Kleos is a modular agent designed to:

  • Analyze movement and behavioral patterns across Solana's execution layer
  • Detect on-chain ritualistic flows, entry logic, and incomplete cycles
  • Connect wallet behavior to protocol-level intent
  • Surface behavioral signals often discarded by dashboards

Not a filter. Not a score. Kleos reads the chain as memory. Nothing more.


Core Modules

Scroll Engine

Transforms raw wallet behavior into evolving scrolls.
Each scroll reflects a phase of movement or intent: readable, interpretable, archetypal.

Pulse Feed

Tracks attention rotation across Solana protocols and tokens.
Detects early surges, rotations, and silent entries. Not volume, alignment.

Memory Map

Detects unfinished journeys.
Mints that weren’t sold. Bridges that weren’t used. Liquidity added, then left untouched.
The chain remembers what most dashboards discard.

EchoNet

Maps synchronized movement between addresses.
Not copy-trading. Echo behavior.
Find subtle social flows, alpha syndicates, and behavioral resonance.

Enrichment Layer

Connects addresses to off-chain patterns. GitHub repos, Farcaster posts, Twitter follows.
Not doxxing. Signal alignment.


Tech Stack

  • Core Frameworks: TypeScript (agents), Python (classification services)
  • Frontend: Tailwind CSS, React
  • Chain Interface: Helius RPC, custom Solana indexers, native event triggers
  • Agent Logic: Typed detection modules (TypeScript), behavioral models (Scikit-learn in Python)
  • AI Layer: LangChain, for scroll narration and contextual summaries
  • Dev Environment: ESLint, Prettier, tsx, Pyright, modular test runners

Example Classification

An example sequence observed and classified by Kleos:

// Enters via Jupiter. Bridges. Swaps into low-liquidity. Leaves no trace.

const walletActivity = {
  entry: "Jupiter",
  actions: ["bridge", "swap_low_liquidity"],
  followUp: null,
};

const classification = kleos.classify(walletActivity);

console.log(classification);
// "Moved like a whisper. Entered between tides. Did not return."

Status

Modular prototype.
Under active development.
Open to contributors aligned with the ethos.

Links

Twitter/X: @KleosLabs

License

MIT © Kleos Labs


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Kleos is a modular framework for deploying interpretive agents that decode latent behavioral patterns within Solana’s movement layer.

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