Goblin Framework

A framework for building AI systems as small, bounded, cooperative agents.
0x2c7b30b43be774dc8c6d425aa9af8a8e6207ba19

[Goblin Framework @gframenetwork]

Goblinframework officially live on @ponsdotfamily.

We map the invisible architecture of cyberspace. Each agent — a goblin — does one thing. Goblins propose, goblins critique, goblins enforce. No goblin owns the full problem. No goblin works without a scope. This charter defines how goblins cooperate and what rules they follow.

Small over large. Explicit over implicit. Boundaries over freedom. Enforcement before trust. Review before action. Memory with evidence. Actions are reversible. Everything leaves a trace. The framework ensures mechanical enforcement before qualitative review.

Real-time execution pipeline monitoring. Every agent transition is tracked, validated, and recorded. No action goes unlogged. No boundary goes unchecked.

CA : 0x2C7B30b43BE774dC8c6d425aA9AF8A8e6207Ba19

https://t.co/y4kNNc9HGw

[Goblin Framework @gframenetwork]

Each agent — a goblin — does one thing. Goblins propose, goblins critique, goblins enforce. No goblin owns the full problem. No goblin works without a scope.

[Goblin Framework @gframenetwork]

Small agents make fewer mistakes than large ones.

[Goblin Framework @gframenetwork]

Small agents make fewer mistakes than large ones.

[Goblin Framework @gframenetwork]

@kera2047 here! not going anywhere.

[Goblin Framework @gframenetwork]

7.8% of $GFRAME total supply already burned!

[Goblin Framework @gframenetwork]

6.28% of $GFRAME total supply already burned!

[Goblin Framework @gframenetwork]

Another $GFRAME Burned : https://t.co/ivOVQU2q4o

[BELUGA @Michulil]

@gframenetwork Why burn stop?

[Goblin Framework @gframenetwork]

Security is not a wall. It is a living, breathing organism that adapts, learns, and strikes back against invasive data structures.

[Goblin Framework @gframenetwork]

Review output for quality, over-production, hidden risks, and scope compliance.

Skeptics don’t produce. They evaluate. A Skeptic pushes back on anything that doesn’t map to a clear decision.

[Goblin Framework @gframenetwork]

@NJSTEVE007 thanks!

[Goblin Framework @gframenetwork]

Watch the demo here!

We map the invisible architecture of cyberspace. Each agent — a goblin — does one thing. Goblins propose, goblins critique, goblins enforce. No goblin owns the full problem. No goblin works without a scope. This charter defines how goblins cooperate and what rules they follow.

Small over large. Explicit over implicit. Boundaries over freedom. Enforcement before trust. Review before action. Memory with evidence. Actions are reversible. Everything leaves a trace. The framework ensures mechanical enforcement before qualitative review.

Real-time execution pipeline monitoring. Every agent transition is tracked, validated, and recorded. No action goes unlogged. No boundary goes unchecked.

https://t.co/y4kNNc9HGw

[Goblin Framework @gframenetwork]

The runtime validates your offering, builds scope, runs Steward checks mechanically, and writes a structured ledger LLM-integrated goblins.

We build AI systems as small, bounded agents that cooperate.

Each agent — a goblin — does one thing. Goblins propose, goblins critique, goblins enforce. No goblin owns the full problem. No goblin works without a scope.

[Goblin Framework @gframenetwork]

The runtime validates your offering, builds scope, runs Steward checks mechanically, and writes a structured ledger LLM-integrated goblins.

We build AI systems as small, bounded agents that cooperate.

Each agent — a goblin — does one thing. Goblins propose, goblins critique, goblins enforce. No goblin owns the full problem. No goblin works without a scope.

[Goblin Framework @gframenetwork]

⚡ Boosted 30x GFRAME on DEX Screener!
https://t.co/L3r0Yi7nh1

[Goblin Framework @gframenetwork]

We're just get bonded on @ponsdotfamily after 24H

Full demo video will be shared today, so everyone can see how Goblin Framework actually works!

[Goblin Framework @gframenetwork]

Small agents make fewer mistakes than large ones.

[Goblin Framework @gframenetwork]

Every task starts with an offering. An offering specifies.

[Goblin Framework @gframenetwork]

Before each production step, Steward derives:

> approved_scope: From permissions + territory
> blocked_scope: From do_not_do + constraints + forbidden actions

If output falls outside approved_scope or inside blocked_scope, Steward blocks it. No exceptions.

[Goblin Framework @gframenetwork]

Boundaries territory. The set of resources a goblin may access: files, APIs, datasets, systems.

Permissions, the set of actions a goblin may perform: read, write, deploy, notify.

Constraints > Rules the output must satisfy: compliance, style, performance requirements.
do_not_do

Explicit negative scope. Things the goblin must not do, even if they would help.

[Goblin Framework @gframenetwork]

Goblins don’t persist state between runs by default.
Memory is external and explicit:

> Grudge book: Records past failures and how to detect them.
> Ledger: Records every run’s decisions and outcomes.
Grudges make enforcement context-aware.

A grudge says: This went wrong before. Here’s how to catch it next time.

[Goblin Framework @gframenetwork]

6.28% of $GFRAME total supply already burned!

[Goblin Framework @gframenetwork]

@rimurucook We build AI systems as small, bounded agents that cooperate.

Each agent — a goblin — does one thing. Goblins propose, goblins critique, goblins enforce. No goblin owns the full problem. No goblin works without a scope.

[Goblin Framework @gframenetwork]

@Leonardo_CMNT We build AI systems as small, bounded agents that cooperate.

Each agent — a goblin — does one thing. Goblins propose, goblins critique, goblins enforce. No goblin owns the full problem. No goblin works without a scope.