Aether

Stop herding cats. Start a colony.

aetherantcolony.com

Aether is an open-source biomimetic AI colony that replaces deterministic agent frameworks with a self-organizing swarm. Instead of brittle DAGs where one failure crashes everything, 24 specialized worker castes communicate through stigmergy — leaving plain-English Pheromone Signals (FOCUS, REDIRECT, FEEDBACK) that let the colony dynamically pivot without catastrophic failure. A built-in OODA loop treats errors as observations, not crashes, and a "Synthetic SLA" verification loop mathematically drives reliability from ~80% model accuracy to 99.2%. The Hive Brain ensures knowledge compounds across sessions and projects — instincts extracted from real work are scored for trust, promoted to permanent memory, and shared colony-wide. The result: complex intelligence emerges from simple, localized rules, just like a real ant colony.

The whole is greater than the sum of its ants.

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🐜 Why Aether

Every AI coding tool now has "agents." Most of them are the same thing repackaged — a loop that plans, executes, and checks. LangGraph uses strict directed state machines (DAGs). CrewAI uses top-down hierarchical delegation. AutoGen uses conversational group chats. That's not a colony. That's one ant doing laps.

Aether rejects all of these. It's an Artificial Ecology modeled on how real ant colonies work: no central brain, no single point of failure, no brittle JSON schemas. Instead, 24 specialized workers self-organize in parallel waves around your goal.

Not Prompt Engineering — Stigmergy

Other approaches force LLMs to output and parse complex JSON schemas. One hallucinated bracket crashes the system. Aether abandons this entirely in favor of biological stigmergy — agents communicate indirectly by leaving plain-English Pheromone Signals (FOCUS, REDIRECT, FEEDBACK) in the environment. This "soft logic" steers the colony without catastrophic failures when unexpected edge cases arise.

The Synthetic SLA: Trading Tokens for Certainty

Standard approaches treat an LLM failure as a fatal exception. Aether acknowledges that no single inference is 100% accurate and wraps the colony in a System of Inference: a Watcher and Critic verify a Builder's output in a best-of-n loop. With a Best-of-3 consensus, system reliability jumps from ~80% model accuracy to 99.2%. Aether intentionally burns more compute tokens to guarantee deterministic-grade certainty.

Platform-Enforced Discipline

Other tools give agents a system prompt but let them access every tool. Aether physically removes capabilities to force discipline:

• The Auditor and Gatekeeper have Write, Edit, and Bash tools platform-revoked — they cannot run commands or fix bugs, forcing purely static analysis
• The Tracker (bug hunter) is forbidden from modifying files so it never contaminates the "crime scene"

Memory That Compounds

The biggest flaw in standard AI tools: close the session, lose everything. Aether's Colony Wisdom Pipeline solves this permanently:

1. Agents log observations as they work
2. Observations are deduplicated and scored for trust by the Nurse agent
3. High-confidence observations are promoted into permanent instincts
4. Instincts are encoded into QUEEN.md by the Herald agent
5. Cross-project wisdom flows to the global Hive Brain

The colony genuinely gets smarter the more you use it — across sessions and across completely different projects.

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📦 Install

Option 1: Go binary (recommended)

go install github.com/calcosmic/Aether@latest

Requires Go 1.22+.

Option 2: Download from GitHub Releases

Pre-built binaries for all platforms — no Go toolchain needed.

Platform	Architecture	Download
Linux	amd64, arm64	Latest release
macOS	amd64, arm64 (Apple Silicon)	Latest release
Windows	amd64, arm64	Latest release

Built with GoReleaser.

Option 3: Companion files (npm)

npm install -g aether-colony

Note: This installs companion/template files only — it does not include the Aether binary. Install the binary first (Option 1 or 2), then use aether setup to sync companion files.

⚡ Quick start after install

aether install            # Populate the colony hub
aether setup             # Sync companion files to local repo

# Ignite the colony swarm
/ant:lay-eggs            # One-time nest setup
/ant:init "Build X"      # State the colony goal
/ant:plan                # Generate phased roadmap
/ant:build 1             # Deploy worker wave to phase one
/ant:continue            # Verify, learn, advance
/ant:seal                # Colony crowned — archive the work

Five commands from zero to shipped.

✨ Key Features

	Feature	Description
Agents	24 Specialized Workers	Builder, Watcher, Scout, Tracker, Archaeologist, Oracle, and more
Commands	45 Slash Commands	Full lifecycle for Claude Code and OpenCode
Signals	Pheromone System	FOCUS, REDIRECT, FEEDBACK — guide colony attention
Memory	Colony Wisdom	Learnings and instincts persist via QUEEN.md
Hive Brain	Cross-colony	Domain-scoped wisdom sharing
Autopilot	/ant:run	Build-verify-advance loop with smart pause
Skills	28 Skills	10 colony + 18 domain knowledge for workers
Research	Oracle + Scouts	Deep autonomous research before task decomposition
Quality Gates	6-phase verification before advancing
Platforms	Claude Code + OpenCode	Binary + agent support

🐜 Worker Castes

	Caste	Role
👑🐜	Queen	Colony coordinator — orchestrates goals, manages phase progression, curates wisdom
🔨🐜	Builder	Implementation work — writes code following TDD discipline
👁️🐜	Watcher	Monitoring and verification — quality checks and independent testing
🔍🐜	Scout	Research and discovery — investigates unfamiliar territory
🗺️🐜	Colonizer	New project setup — explores and maps existing codebases
📊🐜	Surveyor	Measurement and assessment — evaluates colony health and progress
🎲🐜	Chaos	Edge case testing — resilience and stress testing
🏺🐜	Archaeologist	Git history excavation — uncovers context from commit history
🔮🐜	Oracle	Deep research — autonomous research via RALF loop
📋🐜	Route Setter	Direction setting — defines phase plans and task decomposition
🔌🐜	Ambassador	Third-party API integration — bridges external services
👥🐜	Auditor	Code review and quality audits — includes security audit duties
📝🐜	Chronicler	Documentation generation — produces docs, READMEs, and guides
📦🐜	Gatekeeper	Dependency management — handles packages, versions, and supply chain
♿🐜	Includer	Accessibility audits — WCAG compliance and barrier identification
📚🐜	Keeper	Knowledge curation — manages instincts, patterns, and wisdom
⚡🐜	Measurer	Performance profiling — benchmarks and optimization
🧪🐜	Probe	Test generation — writes and maintains test suites
🐛🐜	Tracker	Bug investigation — traces, hunts, and roots out bugs
🔄🐜	Weaver	Code refactoring — restructures and cleans codebases
💭🐜	Dreamer	Creative ideation — imaginative exploration and blue-sky thinking

⚖️ Aether vs Others

Dimension	Aether	CrewAI	AutoGen	LangGraph
Language	Go	Python	Python	Python
License	Apache 2.0	MIT	MIT	Open + paid tiers
Architecture	Biological colony — 24 specialized workers self-organize via pheromone signals	Role-based agents with sequential/task delegation	Multi-agent conversation framework (Microsoft)	Graph-based state machines with conditional edges
Memory / Learning	Colony Wisdom — learnings persist as instincts, promote to QUEEN.md, share cross-colony via Hive Brain	Short-term memory + optional long-term via integration	No built-in persistent memory	Checkpoint-based state persistence
Agent Coordination	Pheromone signals (FOCUS, REDIRECT, FEEDBACK) guide attention without rewriting prompts	Hierarchical task delegation between role-assigned agents	Turn-based conversation between agents	Explicit graph edges define control flow
Workers / Agents	24 specialized castes (Builder, Watcher, Scout, Tracker, Oracle, Archaeologist, etc.)	User-defined roles with goals and backstories	Configurable assistant and user proxy agents	Nodes as functions or LangChain runnables
Commands / Control	45 slash commands across full lifecycle	Python SDK calls	Programmatic API	Python SDK + LangGraph Studio
Autopilot	/ant:run — automated build-verify-advance loop with smart pause	Sequential task execution, no built-in loop	No built-in loop	Can loop via graph cycles, not opinionated
Quality Gates	6-phase verification before advancing phases	Optional human-in-the-loop review	No built-in gates	Manual checkpoint implementation
Research	Oracle + Scouts — autonomous deep research before task decomposition	No dedicated research agents	Group chat can approximate research	No built-in research pattern
Platform Support	Claude Code, OpenCode (binary + agent definitions)	Any Python environment	Any Python environment	Any Python environment

🏗️ Architecture

.aether/                        Colony files (repo-local)
├── commands/                   45 YAML command sources
├── agents-claude/               Claude agent definitions
├── skills/                     28 skills (10 colony + 18 domain)
├── exchange/                   XML exchange modules
├── docs/                       Documentation
├── templates/                  12 templates
└── data/                       Colony state (local only)

~/.aether/                     Hub (cross-colony, user-level)
├── system/                   Companion file source (populated by install)
├── QUEEN.md                 Wisdom + preferences
├── hive/wisdom.json         Cross-colony wisdom (200 cap)

Runtime: Go 1.22+
Distribution: GoReleaser (Linux, macOS, Windows / amd64 + arm64)

Package: aether-colony on npm (companion files only)

🔄 Colony Lifecycle

flowchart TD
    %% Node styles
    node["/ant:lay-eggs\nOne-time nest setup"]:::setup
    node2["/ant:init\nState the colony goal"]:::init
    colonize{{"/ant:colonize\nAnalyze codebase"}}:::optional
    plan["/ant:plan\nGenerate phased roadmap"]:::phase
    build["/ant:build N\nDeploy worker wave"]:::phase
    continue["/ant:continue\nVerify, learn, advance"]:::phase
    seal["/ant:seal\nColony crowned"]:::complete
    entomb["/ant:entomb\nArchive the work"]:::complete

    %% Autopilot
    run{{"/ant:run\nAutopilot loop"}}:::autopilot

    %% Signals
    focus["/ant:focus\nGuide attention"]:::signal
    redirect["/ant:redirect\nHard constraint"]:::signal

    %% Session management
    pause["/ant:pause-colony\nSave state"]:::session
    resume["/ant:resume-colony\nRestore context"]:::session

    %% Connections
    node --> node2
    node2 --> colonize
    colonize --> plan
    plan --> build
    build --> continue

    continue -->|"Next phase"| build
    continue -->|"All phases done"| seal
    seal --> entomb

    %% Autopilot path
    plan --> run
    run --> build
    build --> continue
    continue --> run

    %% Signal inputs
    focus -.->|"Steer workers"| build
    redirect -.->|"Constrain workers"| build

    %% Session management
    build -.-> pause
    pause -.-> resume
    resume -.-> build

    %% Styling
    classDef setup fill:#f9f0ff,stroke:#7c3aed,stroke-width:2px,color:#5b21b6
    classDef init fill:#ede9fe,stroke:#7c3aed,stroke-width:2px,color:#5b21b6
    classDef phase fill:#dbeafe,stroke:#2563eb,stroke-width:2px,color:#1e40af
    classDef optional fill:#fef9c3,stroke:#ca8a04,stroke-width:2px,color:#854d0e,stroke-dasharray:5 5
    classDef complete fill:#dcfce7,stroke:#16a34a,stroke-width:2px,color:#166534
    classDef autopilot fill:#fce7f3,stroke:#db2777,stroke-width:2px,color:#9d174d,stroke-dasharray:5 5
    classDef signal fill:#fff7ed,stroke:#ea580c,stroke-width:1px,color:#9a3412,stroke-dasharray:3 3
    classDef session fill:#f0fdfa,stroke:#0d9488,stroke-width:1px,color:#115e59,stroke-dasharray:3 3

Loading

Five commands from zero to shipped. Workers self-organize around your goal.

📡 Pheromone System

Every ant colony communicates through chemical signals. Aether works the same way — you guide workers with pheromone signals, not by micromanaging prompts. Emit a signal before a build, and every worker in the next wave sees it.

Three signal types, three levels of control:

Signal	Priority	Purpose	Command
FOCUS	normal	"Pay extra attention here"	/ant:focus "<area>"
REDIRECT	high	"Don't do this — hard constraint"	/ant:redirect "<pattern to avoid>"
FEEDBACK	low	"Adjust your approach based on this"	/ant:feedback "<observation>"

Signals expire at the end of the current phase by default. Use --ttl for wall-clock expiration (e.g., --ttl 2h, --ttl 1d). Run /ant:status anytime to see active signals.

🎯 FOCUS — Guide Attention

FOCUS tells the colony where to spend extra effort. It's like shining a spotlight on an area you care about.

/ant:focus "database schema -- handle migrations carefully"
/ant:focus "auth middleware correctness"
/ant:build 3

Don't overdo it. One or two FOCUS signals per phase is the sweet spot. Five signals means no signal at all.

🚫 REDIRECT — Hard Constraints

REDIRECT is the strongest signal. Workers actively avoid the specified pattern — it's a hard constraint, not a preference.

/ant:redirect "Don't use jsonwebtoken -- use jose library instead"
/ant:build 2

Rule of thumb: Use REDIRECT for things that will break if ignored. For preferences, use FEEDBACK instead.

💬 FEEDBACK — Gentle Course Correction

FEEDBACK adjusts the colony's approach. It's not a command — it's an observation that influences how workers make decisions.

/ant:feedback "Code is too abstract -- prefer simple, direct implementations"

🔀 Putting It Together

/ant:focus "payment flow security"
/ant:redirect "No raw SQL -- use parameterized queries only"
/ant:build 4

🤖 Auto-Emitted Signals

The colony also emits signals on its own. After every phase, it produces FEEDBACK summarizing what worked and what failed. If errors recur across builds, it auto-emits REDIRECT signals. You don't manage these — they're part of the colony's self-improvement loop.

🧠 Colony Wisdom Pipeline

Aether does not just complete tasks — it learns from them. Every build produces observations. Those observations are deduplicated, trust-scored, and promoted through a multi-stage pipeline that turns raw experience into actionable wisdom.

Raw observations  -->  Trust scoring  -->  Instinct store  -->  QUEEN.md  -->  Hive Brain
(anecdotal)           (0.2-1.0)         (50 cap)          (high-trust)    (cross-colony)

Only instincts scoring 0.80+ (trusted) or 0.90+ (canonical) are promoted to QUEEN.md. The Critic ant catches contradictions. Stale instincts are archived, not acted on.

# Read trusted instincts for worker priming
aether instinct-read-trusted --min-score 0.6

# Run full curation (normally runs at /ant:seal)
aether curation-run --verbose

# Read QUEEN.md wisdom
aether queen-read

🔗 Context Continuity

Aether keeps colony context alive across /clear, context switches, and long conversations — without blasting full history into every prompt. It assembles a compact "context capsule" from the colony state, active pheromone signals, open flags, and the latest rolling summary.

# Generate a compact context capsule
aether context-capsule

# Resume colony after a /clear or session break
/ant:resume

🚀 Autopilot Mode

/ant:run chains the build-verify-advance loop across multiple phases with intelligent pause conditions. Instead of running each command by hand, you engage autopilot and it handles the cycle automatically.

It pauses — not crashes — when something needs attention: test failures, critical findings, new blockers, or runtime verification. Fix the issue, run /ant:run again, and it resumes.

# Run all remaining phases automatically
/ant:run

# Run at most 2 phases then stop
/ant:run --max-phases 2

# Preview the plan without executing
/ant:run --dry-run

# Run without interactive prompts
/ant:run --headless

🔌 Works With

• Claude Code - 45 slash commands + 24 agent definitions
• OpenCode - 45 slash commands + agent definitions

📋 Command Reference

45 commands across 7 categories — click to expand

Aether provides 45 slash commands organized into seven categories. Each command is invoked via /ant:<name> in your Claude session. This section is a complete quick-reference for every command, including syntax, description, and key options.

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🚪 Setup and Getting Started

These commands set up, initialize, and drive the core colony workflow from first use through phase completion.

Command	Description
/ant:lay-eggs	Set up Aether in this repo -- creates .aether/ with all system files, templates, and utilities. Run once per repo.
/ant:init "<goal>"	Initialize a colony with a goal. Scans the repo, generates a charter for approval, creates colony state. Supports --no-visual.
/ant:colonize	Survey the codebase with 4 parallel scouts, producing 7 territory documents (PROVISIONS, TRAILS, BLUEPRINT, CHAMBERS, DISCIPLINES, SENTINEL-PROTOCOLS, PATHOGENS). Flags: --no-visual, --force-resurvey.
/ant:plan	Generate or display a project plan. Uses an iterative research loop (scout + planner per iteration) to reach a confidence target. Flags: --fast, --balanced, --deep, --exhaustive, --target <N>, --max-iterations <N>, --accept, --no-visual.
/ant:build <phase>	Execute a phase with parallel workers. Loads and runs 5 build playbooks sequentially (prep, context, wave, verify, complete). Self-organizing emergence.
/ant:continue	Verify completed build, reconcile state, and advance to the next phase. Runs 4 continue playbooks (verify, gates, advance, finalize). Enforces quality gates.
/ant:run	Autopilot mode -- chains build and continue across multiple phases automatically. Pauses on failures, blockers, or replan triggers. Flags: --max-phases N, --replan-interval N, --continue, --dry-run, --headless, --verbose.

---

📡 Pheromone Signals

Pheromones are the colony's guidance system. They inject signals that workers sense and respond to, without hard-coding instructions. Signals decay over time: FOCUS 30 days, REDIRECT 60 days, FEEDBACK 90 days.

Command	Description
/ant:focus "<area>"	Emit a FOCUS signal to guide colony attention toward an area. Priority: normal. Strength: 0.8. Flag: --ttl <value> (default: phase_end).
/ant:redirect "<pattern>"	Emit a REDIRECT signal to warn the colony away from a pattern. Priority: high. Strength: 0.9. Flag: --ttl <value> (default: phase_end).
/ant:feedback "<note>"	Emit a FEEDBACK signal with gentle guidance. Priority: low. Strength: 0.7. Creates a colony instinct. Flag: --ttl <value> (default: phase_end).
/ant:pheromones [subcommand]	View and manage active pheromone signals. Subcommands: all (default), focus, redirect, feedback, clear, expire <id>. Flag: --no-visual.
/ant:export-signals [path]	Export colony pheromone signals to portable XML format. Default output: .aether/exchange/pheromones.xml. Requires xmllint.
/ant:import-signals <file> [colony]	Import pheromone signals from another colony's XML export. Second argument is an optional colony name prefix to prevent ID collisions. Requires xmllint.

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📊 Status and Monitoring

These commands provide visibility into colony state, phase progress, flags, event history, and live activity.

Command	Description
/ant:status	Colony dashboard at a glance -- goal, phase/task progress bars, focus and constraint counts, instincts, flags, milestone, vital signs, memory health, pheromone summary, data safety.
/ant:phase [N|list]	View phase details (tasks, dependencies, success criteria) for a specific phase by number, or list/all for a summary of all phases grouped by status.
/ant:flags	List project flags (blockers, issues, notes). Flags: --all, --type <blocker|issue|note>, --phase N, --resolve <id> "<msg>", --ack <id>.
/ant:flag "<title>"	Create a new flag. Flags: --type <blocker|issue|note> (default: issue), --phase N. Blockers prevent phase advancement until resolved.
/ant:history	Browse colony event history. Flags: --type <TYPE>, --since <DATE>, --until <DATE>, --limit N (default: 10). Dates accept ISO format or relative values like 1d, 2h.
/ant:watch	Set up a tmux session with a 4-pane live dashboard (status, progress, spawn tree, activity log). Requires tmux.
/ant:maturity	View colony maturity journey through 6 milestones (First Mound, Open Chambers, Brood Stable, Ventilated Nest, Sealed Chambers, Crowned Anthill) with ASCII art anthill and progress bar.
/ant:memory-details	Drill-down view of colony memory -- wisdom entries by category from QUEEN.md, pending promotions, deferred proposals, and recent failures from the midden.

---

💾 Session Management

Manage session state for handoff between conversations, so you can safely /clear and resume later.

Command	Description
/ant:pause-colony	Save colony state and create a handoff document at .aether/HANDOFF.md. Optionally suggests committing uncommitted work. Flag: --no-visual.
/ant:resume-colony	Full session restore from pause -- loads state, displays pheromones with strength bars, phase progress, survey freshness, and handoff context. Clears paused state and removes HANDOFF.md. Flag: --no-visual.
/ant:resume	Quick session restore after /clear or new session. Detects codebase drift, computes next-step guidance, and displays a compact dashboard with memory health. Includes blocking guards for missing plans or interrupted builds.

---

🔄 Lifecycle

These commands manage the beginning and end of a colony's life.

Command	Description
/ant:seal	Seal the colony with the Crowned Anthill milestone ceremony. Promotes colony wisdom to QUEEN.md, spawns a Sage for analytics, a Chronicler for documentation audit, exports XML archives, and writes CROWNED-ANTHILL.md. Flags: --no-visual.
/ant:entomb	Archive a sealed colony into .aether/chambers/. Requires the colony to be sealed first. Copies all colony data, exports XML archives, records in eternal memory, and resets colony state for a fresh start. Flag: --no-visual.
/ant:update	Update Aether system files from the global hub. Uses a transactional updater with checkpoint creation, safe sync, and automatic rollback on failure. Flag: --force.

---

🧪 Advanced

Power-user commands for deep research, philosophical exploration, resilience testing, and specialized analysis.

Command	Description
/ant:swarm "<bug>"	Deploy 4 parallel scouts (Archaeologist, Pattern Hunter, Error Analyst, Web Researcher) to investigate and fix stubborn bugs. Cross-compares findings, ranks solutions by confidence, applies the best fix, and auto-rolls back on failure. No arguments shows a real-time swarm display.
/ant:oracle	Deep research agent using an iterative RALF loop. Guided by a research wizard (topic, template, depth, confidence, scope, strategy). Subcommands: stop, status, promote. Flags: --force-research, --no-visual.
/ant:dream	The Dreamer -- a philosophical wanderer that observes the codebase and writes 5-8 dream observations to .aether/dreams/. Categories: musing, observation, concern, emergence, archaeology, prophecy, undercurrent. May suggest pheromones. Flag: --no-visual.
/ant:interpret [date]	The Interpreter -- grounds dreams in reality by validating each dream observation against the actual codebase. Rates each dream as confirmed, partially confirmed, unconfirmed, or refuted. Can inject pheromones or add items to TO-DOS based on findings.
/ant:chaos <target>	The Chaos Ant -- resilience tester that probes 5 categories (edge cases, boundary conditions, error handling, state corruption, unexpected inputs) for a given file, module, or feature. Produces a structured report with severity ratings and reproduction steps. Auto-creates blocker flags for critical/high findings. Flag: --no-visual.
/ant:archaeology <path>	The Archaeologist -- git historian that excavates commit history for a file or directory. Analyzes authorship, churn, tech debt markers, dead code candidates, and stability. Produces a full archaeology report with tribal knowledge extraction. Flag: --no-visual.
/ant:organize	Codebase hygiene report -- spawns an archivist to scan for stale files, dead code patterns, and orphaned configs. Report-only (no files modified). Output saved to .aether/data/hygiene-report.md. Flag: --no-visual.
/ant:council	Convene a council for intent clarification. Presents multi-choice questions about project direction, quality priorities, or constraints, then translates answers into FOCUS, REDIRECT, and FEEDBACK pheromone signals. Supports --deliberate "<proposal>" mode for Advocate/Challenger/Sage structured debate. Flag: --no-visual.

---

🔧 Utilities

Maintenance, introspection, and convenience commands for operating the colony system.

Command	Description
/ant:data-clean	Scan and remove test/synthetic artifacts from colony data files (pheromones.json, QUEEN.md, learning-observations.json, midden.json, spawn-tree.txt, constraints.json). Runs a dry-run first, then asks for confirmation.
/ant:help	Display the full system overview -- all commands by category, typical workflow, worker castes, and how the colony lifecycle, pheromone system, and colony memory work.
/ant:insert-phase	Insert a corrective phase into the active plan after the current phase. Collects a brief description of what is not working and what the fix should accomplish.
/ant:migrate-state	One-time migration from v1 (6-file) state format to v2.0 (consolidated single-file) format. Creates backups in .aether/data/backup-v1/. Safe to run multiple times.
/ant:patrol	Comprehensive pre-seal colony audit -- verifies plan vs codebase reality, documentation accuracy, unresolved issues, test coverage, and colony health. Produces a completion report at .aether/data/completion-report.md with a seal-readiness recommendation. Flag: --no-visual.
/ant:preferences	Add or list user preferences in the hub ~/.aether/QUEEN.md. Use --list to view current preferences, or provide text to add a new one.
/ant:quick "<question>"	Fast scout query for quick answers about the codebase without build ceremony. Spawns a single scout agent. No state changes, no verification, no checkpoints.
/ant:run	Autopilot mode -- see Setup and Getting Started above. Listed in both categories because it is the primary execution driver.
/ant:skill-create "<topic>"	Create a custom domain skill via Oracle mini-research and a guided wizard. Researches best practices, asks about focus area and experience level, then generates a SKILL.md in ~/.aether/skills/domain/.
/ant:tunnels [chamber] [chamber2]	Browse archived colonies in .aether/chambers/. No arguments shows a timeline. One argument shows the seal document for that chamber. Two arguments compares chambers side-by-side with growth metrics and pheromone trail diffs.
/ant:verify-castes	Display the colony caste system -- all 24 castes with their model slot assignments (opus, sonnet, inherit), system status (utils, proxy health), and current model configuration.

🎬 Colony in Action

Click to learn more about Aether's colony architecture

🛤️ Use Case: From Zero to Shipped

You have a blank directory and an idea: a REST API for a task management app. Users can create accounts, manage projects, and track tasks. Nothing fancy -- just solid, tested, shipped.

Here is what it looks like to build it with Aether, start to finish.

📍 The Roadmap: 🔧 Install → 🥚 Lay Eggs → 🎯 Goal → 🔍 Colonize → 🗺️ Plan → 🧭 Steer → 🔨 Build → ✅ Continue → 🔨 Build → 📋 Phases → 🔨 Build → 👑 Seal → 🪦 Entomb → ⚡ Autopilot

---

🔧 Step 0 -- Install Aether

go install github.com/calcosmic/Aether@latest
aether install        # Populate the colony hub
aether setup          # Sync companion files to local repo

One-time setup. The colony hub lives at ~/.aether/ and persists across every project you ever work on. Companion files (agent definitions, commands, skills) land in .aether/ inside your repo.

---

🥚 Step 1 -- Lay Eggs

cd ~/projects/task-api
/ant:lay-eggs

Colony nest initialized.
  .aether/            Colony files (repo-local)
  .aether/commands/   45 slash commands
  .aether/agents-claude/   Agent definitions
  .aether/skills/     28 skills loaded
  .aether/data/       Colony state (local only)

This creates the nest -- the directory structure the colony needs to operate. You only run this once per repo. Think of it as setting up an ant farm before the colony moves in.

---

🎯 Step 2 -- State the Goal

/ant:init "Build a REST API for task management with user auth, project CRUD, and task tracking"

Colony initialized.
  Goal: Build a REST API for task management with user auth, project CRUD, and task tracking
  Phase: 0/0
  Workers: standing by

The colony now has a purpose. Every worker that spawns from this point knows the goal. No repeating yourself in prompts, no copy-pasting context into new threads.

---

🔍 Step 3 -- Colonize (Optional, but Smart)

/ant:colonize

Colonizing...
  Scanning codebase...
  Found: 0 files (new project)
  Language: Go (detected from go.mod)
  Framework: None detected
  Dependencies: None
  Structure: Empty project

Recommendation: New project. Route Setter should generate a full phased plan.

Since this is a new project, there is not much to map. But if you were adding Aether to an existing codebase, this is where the Colonizer ant would catalog your structure, identify patterns, and flag potential hazards before work begins.

---

🗺️ Step 4 -- Plan

/ant:plan

Generated phased roadmap (click to expand)

Generating phased roadmap...

Phase 1: Foundation
  - Project scaffolding (Go module, directory structure)
  - Database setup and connection layer
  - User model and migration

Phase 2: Authentication
  - JWT token generation and validation
  - Login and registration endpoints
  - Auth middleware

Phase 3: Projects
  - Project model and CRUD endpoints
  - User-project association
  - Input validation

Phase 4: Tasks
  - Task model and CRUD endpoints
  - Task-project association
  - Status workflow (todo, in-progress, done)

Phase 5: Integration and Polish
  - End-to-end testing
  - Error handling consistency
  - API documentation

The Route Setter ant analyzed the goal and broke it into phases. Each phase has clear deliverables. The colony will not jump ahead -- it builds phase 1 first, verifies it works, then moves on.

You can adjust the plan. Add phases, remove them, merge them. The colony follows your lead.

---

🧭 Step 5 -- Steer with Pheromones

Before the first build, you set the guardrails:

/ant:focus "database migrations -- use versioned migrations, no schema drift"
/ant:redirect "No raw SQL in application code -- use parameterized queries only"
/ant:feedback "Prefer standard library where possible -- minimize dependencies"

Signal emitted: FOCUS "database migrations -- use versioned migrations, no schema drift"
Signal emitted: REDIRECT "No raw SQL in application code -- use parameterized queries only"
Signal emitted: FEEDBACK "Prefer standard library where possible -- minimize dependencies"

Active signals: 3
  FOCUS:    1
  REDIRECT: 1
  FEEDBACK: 1

These signals are visible to every worker in the next build wave. The FOCUS signal tells builders to be careful with migrations. The REDIRECT signal is a hard constraint -- no builder will write raw SQL. The FEEDBACK signal gently nudges toward minimal dependencies.

Signals expire at the end of the current phase. You can also set a wall-clock expiration with --ttl 2h if you want a signal to persist longer.

---

🔨 Step 6 -- Build Phase 1

/ant:build 1

Phase 1 build output (click to expand)

Deploying worker wave for Phase 1: Foundation...

Workers spawned:
  Chip-12 (Builder)     -> Project scaffolding
  Chip-34 (Builder)     -> Database setup
  Chip-56 (Probe)       -> Test scaffolding
  Dot-09 (Watcher)      -> Quality verification

Chip-12: Creating go.mod, directory structure...
Chip-34: Setting up database connection layer...
Chip-56: Writing initial test suite...
Dot-09: Monitoring build quality...

[Chip-12] go.mod created: module github.com/you/task-api
[Chip-34] db/connection.go created -- uses pgxpool
[Chip-34] db/migrations/001_create_users.up.sql created
[Chip-56] db/connection_test.go created
[Chip-56] models/user_test.go created

Build complete. 4 files created, 6 tests passing.
Phase 1 status: VERIFIED

Behind the scenes, multiple builder ants worked in parallel. A Probe ant wrote tests. A Watcher verified everything compiled and tests passed. The REDIRECT signal about raw SQL was active -- Chip-34 used pgxpool with parameterized queries instead.

---

✅ Step 7 -- Continue (Verify, Learn, Advance)

/ant:continue

Verifying Phase 1...
  Build: PASS
  Tests: 6/6 passing
  Coverage: 78%

Extracting learnings...
  [instinct] pgxpool connection pooling works well with this project structure (confidence: 0.85)
  [instinct] Versioned migrations prevent schema drift effectively (confidence: 0.90)

Advancing to Phase 2: Authentication
  Active signals: 2 (expired: 1 FOCUS -- end of phase)

The colony ran a six-point verification before advancing: build check, test pass, coverage gate, file existence, no regressions, and human review trigger. It also extracted instincts -- observations about what worked that will inform future builds.

The FOCUS signal about migrations expired because the phase ended. If you want it to persist into the next phase, emit it again.

---

🔨 Step 8 -- Build Phase 2

You emit new signals for the auth phase:

/ant:focus "JWT token security -- use short expiry, secure refresh flow"
/ant:redirect "Never store passwords in plain text -- always bcrypt"
/ant:build 2

Phase 2 build output (click to expand)

Deploying worker wave for Phase 2: Authentication...

Workers spawned:
  Chip-71 (Builder)     -> JWT token implementation
  Chip-88 (Builder)     -> Auth endpoints
  Chip-23 (Probe)       -> Auth test suite
  Dot-15 (Watcher)      -> Security verification

[Chip-71] internal/auth/jwt.go created -- RS256 signing, 15min access tokens
[Chip-88] handlers/auth.go created -- /register, /login endpoints
[Chip-88] middleware/auth.go created -- token validation middleware
[Chip-23] internal/auth/jwt_test.go created -- 12 tests
[Chip-23] handlers/auth_test.go created -- 8 tests
[Dot-15] Password hashing verified: bcrypt with cost 12
[Dot-15] No plaintext secrets detected

Build complete. 5 files created, 20 tests passing.
Phase 2 status: VERIFIED

The REDIRECT signal about bcrypt was active. The Watcher explicitly verified no plaintext secrets made it into the code. This is the colony self-enforcing your constraints without you having to review every line.

---

📋 Steps 9-12 -- Phases 3, 4, and 5

The pattern repeats. /ant:build N, then /ant:continue. Each phase builds on the verified output of the last. Instincts accumulate. The colony gets smarter about your project's patterns.

For phases 3 and 4, you decide to let autopilot handle it:

/ant:run --max-phases 2

Autopilot output (click to expand)

Autopilot engaged. Max phases: 2.
Current phase: 3 (Projects)

[Phase 3: Projects]
  Spawning builders... Chip-42, Chip-67
  Spawning probe... Chip-91
  Spawning watcher... Dot-22
  Building... (4 files, 14 tests)
  Verifying... PASS
  Advancing to Phase 4.

[Phase 4: Tasks]
  Spawning builders... Chip-05, Chip-33
  Spawning probe... Chip-78
  Spawning watcher... Dot-31
  Building... (5 files, 18 tests)
  Verifying... PASS

Autopilot paused. Max phases reached (2/2).
Run /ant:run to continue, or /ant:continue to advance manually.

Autopilot ran two phases without you touching the keyboard. It paused gracefully at the limit instead of running off into the distance. You review what landed, emit any new signals if needed, and decide whether to continue.

---

☕ The Session Break

Now suppose you close your laptop. The next morning, you open Claude Code in the same directory. You have lost your conversation context. No problem.

/ant:resume

Previous colony session detected: "Build a REST API for task management..."

Restoring context...
  Phase: 4/5 complete
  Files created: 14
  Tests passing: 58/58
  Active instincts: 7
  Open flags: 0

Resume from Phase 5: Integration and Polish
  /ant:build 5 to continue

The colony reconstructed its full context from the colony state file, active signals, and accumulated instincts. You did not need to re-explain the project or paste your plan. The colony remembered.

---

🏁 Step 13 -- Build Phase 5 (Final)

/ant:focus "API documentation -- generate OpenAPI spec from handlers"
/ant:build 5

Phase 5 build output (click to expand)

Deploying worker wave for Phase 5: Integration and Polish...

Workers spawned:
  Chip-44 (Builder)     -> End-to-end test suite
  Chip-99 (Chronicler)  -> API documentation
  Dot-07 (Watcher)      -> Final quality gate

[Chip-44] tests/integration_test.go created -- 22 e2e tests
[Chip-99] docs/api.yaml created -- OpenAPI 3.0 spec
[Chip-99] docs/README.md created -- Getting started guide
[Dot-07] All endpoints documented
[Dot-07] Error responses consistent across handlers
[Dot-07] No hardcoded secrets found

Build complete. 3 files created, 80 tests passing.
Phase 5 status: VERIFIED

---

👑 Step 14 -- Seal the Colony

/ant:seal

Colony seal output (click to expand)

Colony sealed.

Summary:
  Goal: Build a REST API for task management with user auth, project CRUD, and task tracking
  Phases completed: 5/5
  Files created: 17
  Tests passing: 80/80
  Instincts recorded: 9

Wisdom promotion:
  3 instincts promoted to QUEEN.md (score >= 0.80)
  0 instincts promoted to Hive Brain (score >= 0.90)

Colony status: CROWNED

The colony ran a final curation pass. High-confidence instincts were promoted to QUEEN.md -- your personal wisdom file that primes future colonies. The highest-scoring instincts also flowed into the Hive Brain, making them available to other projects on your machine.

---

🪦 Step 15 -- Entomb

/ant:entomb

Colony entombed.
  Archive: .aether/chambers/task-api-2026-04-08/
  Colony state: cleared
  Wisdom: preserved in QUEEN.md and Hive Brain

The colony's work is archived. The directory is clean. But the knowledge persists -- next time you start a Go API project, the colony will already know that pgxpool works well, versioned migrations prevent drift, and bcrypt cost 12 is your standard.

---

⚡ The Shortcut: Autopilot from Start

If you trust the plan and want hands-off execution, you can skip the manual loop entirely:

/ant:lay-eggs
/ant:init "Build a REST API for task management"
/ant:plan
/ant:focus "database migrations -- use versioned migrations"
/ant:redirect "No raw SQL in application code"
/ant:run

Autopilot runs every remaining phase, pausing only when something needs your attention -- a test failure, a security concern, a blocker it cannot resolve. Fix the issue, run /ant:run again, and it resumes.

That is five commands from zero to shipped. The colony handles the rest.

---

🚀 Ship software while you sleep

Five commands from zero to deployed. The colony writes code, verifies quality, and advances through phases — while you focus on what matters.

go install github.com/calcosmic/Aether@latest

📦 View Releases  ·  ⭐ Star on GitHub  ·  🌐 aetherantcolony.com

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🗺️ Roadmap

🎉 v1.0.0 -- Released (Current)

• 24 specialized worker castes (Builder, Watcher, Scout, Tracker, Oracle, Archaeologist, and more)
• 45 slash commands across the full colony lifecycle
• Pheromone signal system (FOCUS, REDIRECT, FEEDBACK) for steering workers without rewriting prompts
• Colony wisdom pipeline -- observations flow through trust scoring into instincts, QUEEN.md, and the Hive Brain
• Context continuity across sessions via compact context capsules
• Autopilot mode (/ant:run) for automated build-verify-advance loops with smart pause
• Claude Code and OpenCode support
• Go binary distribution across Linux, macOS, and Windows (amd64 + arm64)

📅 Near-Term

• Additional platform support -- expanding beyond Claude Code and OpenCode to more AI coding tools
• Enhanced Hive Brain cross-colony sharing -- richer wisdom exchange between projects with domain scoping
• More domain skills -- expanding the 18 domain knowledge skills to cover additional frameworks, languages, and ecosystems
• Community-contributed castes -- allowing teams to define and share custom worker roles

🔮 Future

• Visual colony dashboard -- real-time view of worker activity, pheromone signals, and phase progress
• Multi-user colony collaboration -- enabling teams to work within the same colony simultaneously
• Plugin marketplace -- a curated registry for community skills, castes, and extensions
• IDE integration beyond Claude Code and OpenCode -- native support for additional development environments

---

Have ideas for what should come next? Open an issue or start a discussion -- the colony listens.

🤝 Contributing

🤝 Fork, branch, test, PR — click to expand

Aether is shaped by its community. Whether you are fixing a bug, adding a command, or improving documentation, every contribution strengthens the colony. Here is how to get started.

✅ Prerequisites

• Go 1.22+ -- Install Go if you don't have it
• Git -- For cloning and branching

🛠️ Development Setup

git clone https://github.com/calcosmic/Aether.git
cd Aether
make build

That's it. The make build target compiles the binary with version injection from package.json. You will find the aether binary in the project root.

🏗️ Build, Test, Lint

Command	What it does
make build	Compile the binary (go build with version ldflags)
make test	Run all tests with race detection (go test -race -count=1 ./...)
make lint	Static analysis with go vet ./...
make clean	Remove the compiled binary
make install	Build and install the binary to $GOPATH/bin

Run make test and make lint before every commit. CI will do the same.

📁 Project Structure

cmd/aether/          CLI entry point (main.go)
internal/            Core logic -- commands, pheromones, state, curation, and more
  commands/          Go implementations of slash commands
.aether/commands/    YAML source definitions for agent commands (consumed by setup)
.aether/             Colony system files -- templates, skills, agent definitions, docs

The Go code lives under cmd/ and internal/. The colony's agent definitions, skills, templates, and command YAML files live under .aether/.

📝 Contributing Workflow

1. Fork the repo and clone your fork locally
2. Create a feature branch -- git checkout -b my-feature
3. Make your changes with tests covering new behavior
4. Run make test and make lint -- fix anything that breaks
5. Submit a pull request against main with a clear description of the change

Keep pull requests focused. One feature or fix per PR makes review easier and history cleaner.

➕ Adding Commands

Aether commands are defined as YAML files in the commands/ directory at the repo root. Each YAML file describes the command name, description, agent caste, and prompt template. The Go implementation lives in internal/ as a matching command file.

To add a new command:

1. Create a YAML definition in commands/
2. Implement the Go handler in internal/
3. Register the command in the root command registry
4. Add tests in a _test.go file alongside the implementation
5. Run make test and make lint

📜 Code of Conduct

We are committed to providing a welcoming and inclusive experience for everyone. A Code of Conduct will be added before community contributions open.

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The colony grows when new ants join. Welcome to the swarm.

💬 Support

If Aether has been useful to you:

Sponsor on GitHub

Crypto

Network	Address
ETH	0xE7F8C9BE190c207D49DF01b82747cf7B6Bd1c809
SOL	6DVTdoZvvi9siUpgmRJZxk5Kqho8TZiN2ZzyVUVC9gX8

PayPal | Buy Me a Coffee

📄 License

Apache 2.0

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The whole is greater than the sum of its ants.

🌐 aetherantcolony.com  ·  Made with 🐜 by the Aether colony