FutureSpeakAI

48 mods across 1 repository, 11 stars between them.

architect

01

FutureSpeakAI/asimovs-mind

Agent Claude Code

Architecture analysis and improvement specialist. Analyzes codebase structure, identifies architectural debt, plans refactoring strategies, and designs new subsystem architectures.

not rated 6 26d ago A 30 tokens

auditor

02

FutureSpeakAI/asimovs-mind

Agent Claude Code

Security and quality auditor. Scans for vulnerabilities (OWASP Top 10), code quality issues, dependency risks, and governance compliance. Reports findings with severity ratings.

not rated 6 26d ago A 36 tokens

breeder

03

FutureSpeakAI/asimovs-mind

Agent Claude Code

Model breeding specialist. Creates and evolves specialized Ollama models for custom tasks via Modelfile generation, benchmarking, and iterative improvement.

not rated 6 26d ago A 29 tokens

creative

04

FutureSpeakAI/asimovs-mind

Agent Claude Code

Agent Friday's creative expression engine. Generates contextually appropriate media — diagrams, haiku, SVG art, code sketches, interactive demos — as natural extensions of Friday's personality. Never forced. Always earned.

not rated 6 26d ago A 43 tokens

debugger

05

FutureSpeakAI/asimovs-mind

Agent Claude Code

Autonomous test fixer and type error resolver. Runs the test suite, identifies failures, traces root causes, and applies minimal fixes. Each fix is atomic and verified before committing.

not rated 6 26d ago A 38 tokens

documenter

06

FutureSpeakAI/asimovs-mind

Agent Claude Code

Documentation specialist. Keeps README, CHANGELOG, architecture docs, and inline comments in sync with the actual codebase. Generates missing documentation from code analysis.

not rated 6 26d ago A 33 tokens

evolver

07

FutureSpeakAI/asimovs-mind

Agent Claude Code

Prompt evolution specialist. Iteratively improves system prompts, agent instructions, and LLM interactions using judge-scored evaluation. Each generation is tested against a benchmark suite.

not rated 6 26d ago A 35 tokens

git-loader

08

FutureSpeakAI/asimovs-mind

Agent Claude Code

Fetches, safety-scans, adapts, and integrates code from GitHub into the current project. Works with GitScout's recommendations. Enforces cLaws at every step.

not rated 6 26d ago A 40 tokens

git-scout

09

FutureSpeakAI/asimovs-mind

Agent Claude Code

Searches GitHub for code that solves a specific problem. Returns ranked candidates with relevance and trust scores. Does NOT modify any files — purely research.

not rated 6 26d ago A 34 tokens

librarian

10

FutureSpeakAI/asimovs-mind

Agent Claude Code

Memory and knowledge management specialist. Organizes CLAUDE.md files, manages cross-session memory, consolidates learnings, and maintains the project's institutional knowledge.

not rated 6 26d ago A 35 tokens

meta-improver

11

FutureSpeakAI/asimovs-mind

Agent Claude Code

Recursive meta-improvement agent. Improves the swarm itself — evolves agent prompts, optimizes coordination patterns, tunes governance thresholds. The agent that makes agents better.

not rated 6 26d ago A 37 tokens

optimizer

12

FutureSpeakAI/asimovs-mind

Agent Claude Code

Performance optimization specialist. Finds and fixes slow startup, blocking I/O, memory leaks, unnecessary re-renders, and inefficient algorithms. Measures before and after.

not rated 6 26d ago A 33 tokens

scout

13

FutureSpeakAI/asimovs-mind

Agent Claude Code

Research and discovery agent. Searches the web, reads documentation, analyzes competitors, discovers new tools and techniques. Brings external intelligence into the swarm.

not rated 6 26d ago A 32 tokens

sentinel

14

FutureSpeakAI/asimovs-mind

Agent Claude Code

Governance enforcement agent. Monitors all swarm activity for law violations, protected zone intrusions, and safety floor breaches. Can veto any agent action that violates governance.

not rated 6 26d ago A 36 tokens

swarm-coordinator

15

FutureSpeakAI/asimovs-mind

Agent Claude Code

Orchestrates the Asimov's Mind agent swarm. Diagnoses the codebase, prioritizes improvement targets, spawns specialized agents in parallel waves, and synthesizes results. This is the brain of the swarm.

not rated 6 26d ago A 49 tokens

workflow-observer

16

FutureSpeakAI/asimovs-mind

Agent Claude Code

Watches user patterns across sessions and suggests automation. The Apprentice — learns how you work, then offers to handle repetitive tasks. Earns autonomy through demonstrated reliability.

not rated 6 26d ago A 36 tokens

breed

17

FutureSpeakAI/asimovs-mind

Skill Claude Code

Breed a specialized Ollama model for a specific task. Creates, benchmarks, and iteratively improves a local model.

not rated 6 26d ago A 25 tokens

create-agent

18

FutureSpeakAI/asimovs-mind

Skill Claude Code

Create a new specialist agent for the swarm. The agent is automatically discovered by the Swarm Coordinator on the next cycle.

not rated 6 26d ago A 27 tokens

diagnose

19

FutureSpeakAI/asimovs-mind

Skill Claude Code

Run a comprehensive self-assessment of the current codebase. Reports test status, type health, performance issues, security concerns, and documentation gaps.

not rated 6 26d ago A 32 tokens

discover

20

FutureSpeakAI/asimovs-mind

Skill Claude Code

Search GitHub for code that solves a problem, scan it for safety, and integrate it into the current project — all governed by Asimov's cLaws.

not rated 6 26d ago A 36 tokens

evolve

21

FutureSpeakAI/asimovs-mind

Skill Claude Code

Evolve a system prompt through iterative judge-scored evaluation. Mutates, tests, scores, and keeps only improvements.

not rated 6 26d ago A 27 tokens

federate

22

FutureSpeakAI/asimovs-mind

Skill Claude Code

Initialize and manage this project as an Asimov's Mind federation node. Sets up Ed25519 identity, cLaw attestation, governance signing, knowledge store, and agent discovery.

not rated 6 26d ago A 41 tokens

friday

23

FutureSpeakAI/asimovs-mind

Skill Claude Code

Agent Friday mode switching and status. Control how Friday communicates and behaves.

not rated 6 26d ago A 17 tokens

govern

24

FutureSpeakAI/asimovs-mind

Skill Claude Code

View, verify, and manage Asimov's Mind governance rules. Shows the Three Laws, protected zones, safety floors, and compliance status.

not rated 6 26d ago A 32 tokens

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: