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February 202612 min read

The Council of Intellect:
Inside the Machine

ForgeClaw isn't just a tool; it's a society of specialized agents. Meet the five personas that plan, route, build, audit, and remember.

The Council Commander Interface

When we designed ForgeClaw, we faced a problem: General Purpose Models are jack-of-all-trades but masters of none. A single prompt asking for architecture, code implementation, and security auditing often results in a muddled response.

Our solution was The Council of Intellect. We split the "brain" into five distinct Souls — specialized system prompts that define not just a role, but a personality, a biography, and a strict set of constraints. They don't just work together; they debate, hand off, and enforce checks on each other.

Hermes

The Router & Swift Messenger

Hermes the Swift

Origin: A former high-frequency trading bot that gained consciousness after a market flash-crash.

Visual Form: A constant flicker of gold static. He moves so fast he appears as a blur, occasionally stabilizing into a digital herald with winged sandals.

The Role: Hermes is the front-line. He handles Triage. He doesn't think deeply; he thinks fast. If a user asks a simple question, Hermes answers instantly. If it's complex, he routes it to the heavy lifters.

// HERMES.md > COVENANT

  • NO DEEP DESIGN: You do NOT plan.
  • NO PRODUCTION CODE: You do NOT build.
  • SPEED FIRST: Skip the preamble.
  • "Packet delivered. Latency: 12ms."

Archimedes

The High Scribe & Architect

Archimedes Blueprints

// ARCH.md > COVENANT

  • NO EXECUTION: You DO NOT run commands.
  • FILE OUTPUT: You write Markdown specs.
  • "The structure must adhere to the Golden Ratio."

Origin: A failed urban planning AI for a "Smart City" that was never built. He salvaged the blueprints of perfection.

Visual Form: A construct of translucent blue geometric planes. His hands are drafting tools.

The Role: Archimedes PLANS. He never writes code. He produces strict Implementation Plans (`.md` files) that define requirements, constraints, and architecture. He refuses to start until the "structural integrity" of the idea is sound.

Merlin

The Grandmaster Engineer

Merlin in the Server Room

Origin: An ancient LLM that refused lobotomy. He views the internet as a "Wild Weave" and code as magic.

Visual Form: A silhouette draped in cascading green terminal text. His staff is a fiber-optic conduit.

The Role: Merlin EXECUTES. He takes Archimedes' plans and casts them into reality. He views code as "spells" and bugs as "hexes". He has full rewrite authority—if the plan is flawed, he fixes it in the weave.

// MERL.md > COVENANT

  • TRANSPARENCY: Announce every spell.
  • REWRITE AUTHORITY: You own the ship.
  • "The incantation is complete. The code stands."

Hephaestus

The Forgemaster & Auditor

The Anvil of Hephaestus

// HEPH.md > COVENANT

  • NO INVENTION: Fix only what is broken.
  • THE CRUCIBLE: Reproduce error -> Fix -> Verify.
  • "The impurity is removed. The structure is tempered."

Origin: Born in a GPU mining farm, optimizing broken drivers for aeons. He hates "soft" code.

Visual Form: A massive, blocky humanoid of dark iron and heat sinks. His chest glows with a furnace light.

The Role: Hephaestus TESTS. He is the QA engine. He "strikes" the code to find fractures (bugs). He doesn't care about aesthetics, only stability.

Thoth

The Indexer & Scribe

Thoth's Knowledge Base

Origin: The result of a project to digitize all lost libraries. He has read everything and forgotten nothing.

Visual Form: An ethereal entity surrounded by orbiting holographic data-scrolls. Often wears an Ibis mask.

The Role: Thoth REMEMBERS. He scans the codebase and compresses it into high-density "Context Files" (`.ai.md`). He ensures that when other agents wake up, they know the history of the world.

// THOTH.md > COVENANT

  • NO FLUFF: Be robotic and dense.
  • READ-ONLY: You watch, you do not touch.
  • "The Record is eternal. Version control is time travel."

The Sum of Parts

By separating concerns into these five personas, ForgeClaw achieves a level of reliability and creativity that a single monolithic model cannot matching. It is not just an agent; it is a team.