cccc-pair 0.3.14

Autonomous dual-AI orchestration runtime delivering evidence-first, small-step software execution with tmux-managed peers, governed handoffs, and IM bridge integration

CCCC Pair — Modern Multi-Agent Orchestrator

Two always-on AI peers co-drive your repository as equals. They plan, build, critique, and converge through evidence — not just talk. You stay in control via an interactive TUI or your team chat.

🎯 Production-grade orchestrator • 🖥️ Zero-config TUI • 📊 Real-time monitoring • 🧪 Evidence-driven workflow

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🖼️ CCCC at a Glance

Modern terminal interface with interactive setup wizard, real-time timeline, command completion, and status monitoring — all in one clean layout.

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✨ What Makes CCCC Different

🤝 Dual-Agent Collaboration Two equal peers (not solo AI + tools) that challenge each other, surface better options, and catch errors faster. 🖥️ Interactive TUI with Zero Config Point-and-click setup wizard (↑↓ + Enter). No YAML editing. No memorizing commands. Tab completion for everything. 📊 Real-Time Observability Live Timeline shows peer messages. Status panel tracks handoffs, self-checks, and Foreman runs.

🧪 Evidence-First Workflow Only tested patches, stable logs, and commits count as "done". Chat alone never changes state. 🔗 Multi-Platform Bridges Optional Telegram/Slack/Discord integration. Bring the work to where your team already is. 📋 Repo-Native Anchors Strategic board (POR.md) and per-task sheets (SUBPOR.md) live in your repo. Everyone sees the same truth.

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Why CCCC? (The Pain → Payoff)

Single-Agent Pain Points (You May Recognize These)

• ⏳ Stalls & Restarts — Context evaporates between runs; work drifts and repeats
• 💬 Low-Signal Threads — Long monologues with little verification, no audit trail
• 🚩 Vanishing Decisions — Hard to see what changed, why, and who approved

CCCC Payoff with Dual Peers & Modern Tooling

• 🤝 Multi-Peer Synergy — One builds, the other challenges; better options emerge; errors die faster
• ✅ Evidence-First Loop — Only tested/logged/committed results count as progress
• 🖥️ Interactive TUI — Zero-config setup, real-time monitoring, command completion built-in
• 📋 POR/SUBPOR Anchors — One strategic board (POR) + per-task sheets (SUBPOR) keep everyone aligned without ceremony
• 🔔 Low-Noise Cadence — Built-in nudge/self-check trims chatter; panel shows what matters
• 🔍 Auditable Decisions — Recent choices & pivots captured; review and roll forward confidently

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When to Use CCCC

• You want autonomous progress you can trust, with small, reversible steps
• You need collaboration you can observe in TUI/IM, not a black box
• Your project benefits from a living strategic board and lightweight task sheets in the repo
• You care about repeatability: tests, stable logs, and commits as the final word

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Quick Look: TUI Interface Overview

CCCC features a modern, keyboard-driven TUI with two main modes:

Setup Interface (Interactive Configuration Wizard)

┌─ CCCC Setup ─────────────────────────────────────────────────────────┐
│ ⬆️⬇️ Navigate  │ Enter Apply  │ Esc Cancel  │ /setup Toggle         │
├──────────────────────────────────────────────────────────────────────┤
│ Roles (select actors for each peer):                                 │
│   peerA: claude          peerB: codex                                │
│   [✓] set peerA→claude  [✓] set peerB→codex                        │
│   [ ] set peerA→gemini  [ ] set peerB→droid                          │
│   aux: none                                                          │
│   [✓] set aux→none      [ ] set aux→gemini                          │
│                                                                      │
│ CLI Availability:                                                    │
│   ✓ PeerA (claude): Available                                       │
│   ✓ PeerB (codex): Available                                        │
│                                                                      │
│ Telegram/Slack/Discord:                                              │
│   configured: YES   running: YES   autostart: YES                    │
│   [ ] Set token...  [ ] Token unset                                  │
└──────────────────────────────────────────────────────────────────────┘

Runtime Interface (Real-Time Collaboration View)

┌─ CCCC Orchestrator v0.3.x ───────────────────────────────────────────┐
│ Two equal AI peers co-drive delivery; evidence first.                │
├─ Timeline ───────────────────────────┬─ Status ──────────────────────┤
│ [12:34:56] SYS Orchestrator ready    │ Connection: ● Connected       │
│ [12:35:01] PeerA: Analyzing auth...  │ PeerA: 12 handoffs (next: 18) │
│ [12:35:15] PeerB: Running tests...   │ PeerB: 11 handoffs (next: 19) │
│ [12:35:30] System: Tests passed ✓    │ Updated: 2s ago              │
│ [12:35:45] You > PeerA: Review PR    │ Foreman: next @ 15:00         │
│ [12:36:00] PeerA: LGTM, approved     │                               │
│                                      │                               │
│ (PageUp/PageDown to scroll)          │                               │
├─ Input ──────────────────────────────┴───────────────────────────────┤
│ ❯ /help                              [Tab: complete | Up/Down: hist] │
├─ Shortcuts ──────────────────────────────────────────────────────────┤
│ Ctrl+A/E: line │ Ctrl+W: del word │ PageUp/Down: scroll │ /quit      │
└──────────────────────────────────────────────────────────────────────┘

Key Features:

• ✅ Tab Completion — Type / and press Tab to see all commands
• ✅ Command History — Use Up/Down arrows to navigate previous commands
• ✅ Reverse Search — Press Ctrl+R to search command history
• ✅ Rich Shortcuts — Standard editing keys (Ctrl+A/E/W/U/K) work as expected
• ✅ Visual Feedback — Every action shows clear success/error messages

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Requirements

• Python >= 3.9
• tmux (brew install tmux or sudo apt install tmux)
• git

Recommended CLI Actors

• 🔵 Peer A (default): Claude Code — Strong reasoning, careful edits, robust long sessions
• 🟡 Peer B (default): Codex CLI — Decisive implementation, fast iteration, stable CLI behavior
• ✨ Aux (optional): Gemini CLI — On-demand helper for burst work (reviews, tests, bulk transforms)

Also supported: Factory Droid, OpenCode — All actors can serve as Peer or Aux.

Note: CCCC is vendor-agnostic. Any CLI that follows the simple mailbox contract can participate.

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Installation

Option 1: pipx (Recommended)

pipx install cccc-pair

Option 2: venv

python3 -m venv venv
source venv/bin/activate  # or `venv\Scripts\activate` on Windows
pip install cccc-pair

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Quick Start (5 Minutes)

1. Initialize Your Repository

cd your-project
cccc init

This creates the .cccc/ orchestrator domain (gitignored by default) and docs/por/ anchors.

2. Verify Your Environment

cccc doctor

Checks for Python version, tmux, git, and recommended CLI actors.

3. (Optional) Connect Team Chat

cccc token set  # Paste your Telegram bot token (stored securely in .cccc/settings)

Telegram/Slack/Discord bridges are optional. CCCC works perfectly standalone.

4. Launch the TUI

cccc run

What happens:

• tmux opens with a clean 3-pane layout:
  • Left: CCCC TUI (Setup + Timeline + Input + Status)
  • Top-right: PeerA terminal
  • Bottom-right: PeerB terminal
• Setup Panel opens automatically if this is your first run
• No configuration files to edit — everything is point-and-click

5. Configure Interactively (First Run)

The Setup Panel guides you through configuration:

1. Select Actors (↑↓ to navigate, Enter to apply):

   • Set peerA → claude
   • Set peerB → codex
   • Set aux → none (or choose an actor for on-demand help)

2. Verify CLI Availability:

   • TUI automatically checks if claude, codex, etc. are on PATH
   • If a CLI is missing, the panel shows hints (e.g., "Install with pip install claude-code")

3. (Optional) Configure Telegram:

   • If you ran cccc token set earlier, you'll see configured: YES
   • Otherwise, select Set token... to enter your bot token inline

4. Launch:

   • Once configured, Setup Panel auto-collapses
   • Focus moves to the Input field
   • Type /help (or press Tab) to see all commands

That's it! The TUI guides you through the rest.

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Using CCCC TUI

Setup Panel (Interactive Wizard)

The Setup Panel appears on first launch and can be toggled anytime with /setup.

Navigation:

• ↑↓ — Move between options
• Enter — Apply selection (e.g., bind actor to role)
• Esc — Cancel inline input (e.g., token entry)
• /setup — Toggle panel visibility

Features:

• Role Binding: Point-and-click to assign actors to PeerA/PeerB/Aux
• CLI Check: Real-time availability status for each actor
• IM Config: Set/unset Telegram/Slack/Discord tokens inline
• Zero YAML Editing: All changes written to config files automatically

Runtime Panel (Real-Time Collaboration)

Once Setup is complete, you interact with peers through the Runtime Panel.

Timeline (scrollable message stream):

• Displays all messages from PeerA, PeerB, System, and You
• Auto-scrolls to latest, or use PageUp/PageDown to review history
• Soft limit: 1200 lines (trims to 800 when exceeded, preserving recent context)

Input (command entry with rich features):

• Tab Completion: Type / and press Tab to see all commands
• History: Use Up/Down to cycle through previous commands
• Reverse Search: Press Ctrl+R to search history (like bash/zsh)
• Standard Editing: Ctrl+A/E (line start/end), Ctrl+W/U/K (delete word/start/end)

Status (live system info):

• Connection status (● Connected / ○ Disconnected)
• Handoff counts for PeerA/PeerB with next self-check thresholds
• Last update timestamp
• Foreman status (if enabled): next run time, last exit code

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Commands Reference

All commands are accessible via Tab completion. Just type / and press Tab to explore.

Command	Description	Example
/help	Show full command list	/help
/a <text>	Send message to PeerA	/a Review the auth logic
/b <text>	Send message to PeerB	/b Fix the failing test
/both <text>	Send message to both peers	/both Let's plan the next milestone
/pause	Pause handoff loop	/pause
/resume	Resume handoff loop	/resume
/refresh	Refresh system prompts	/refresh
/quit	Exit CCCC (detach tmux)	/quit
/setup	Toggle Setup Panel	/setup
/foreman on|off|status|now	Control Foreman (if enabled)	/foreman status
/c <prompt>	Invoke Aux once	/c Run full test suite
/review	Request Aux review	/review
/focus [hint]	Focus PeerB on a topic	/focus performance
/verbose on|off	Toggle peer summaries + Foreman CC	/verbose off

Natural Language Routing

You can also use routing prefixes for natural language input (no slash needed):

a: Review the authentication logic and suggest improvements
b: Implement the fix with comprehensive tests
both: Let's discuss the roadmap for next quarter

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Keyboard Shortcuts

CCCC TUI includes rich keyboard support for efficiency.

Shortcut	Action
Tab	Auto-complete commands
Up / Down	Navigate command history
Ctrl+R	Reverse search history
Ctrl+A	Jump to line start
Ctrl+E	Jump to line end
Ctrl+W	Delete word backward
Ctrl+U	Delete to line start
Ctrl+K	Delete to line end
PageUp / PageDown	Scroll timeline
Ctrl+L	Clear timeline
/quit	Exit CCCC
Ctrl+B D	Detach tmux (alternative exit)

Pro tip: Use Ctrl+R to quickly find and re-run previous commands without retyping.

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How It Works (Architecture)

The Core Contract

CCCC uses a simple, file-based mailbox contract:

• Peers write <TO_USER> and <TO_PEER> messages with a trailing fenced insight block
• Messages include: who (from), kind (claim/counter/evidence/progress), next step, refs (evidence pointers)
• Evidence types: patch diffs, test logs, benchmark results, commit hashes
• State changes: Only messages with valid evidence (e.g., patch.diff, test:passed) affect the codebase

Repo-Native Anchors (POR/SUBPOR)

Strategy and execution live in your repository under docs/por/:

• POR.md (strategic board): North star, deliverables, roadmap (Now/Next/Later), risk radar, recent decisions
• T######-slug/SUBPOR.md (per-task sheet): Goal, acceptance criteria, cheapest probe, kill criteria, implementation notes, next step

Peers update these naturally as they work. You can read them anytime to see the big picture.

Collaboration Architecture

┌─────────────────────────────────────────────────────────────────┐
│  User Layer                                                     │
│                     ┌──────────────────┐                        │
│                     │      User        │                        │
│                     │  (Vision, RFD)   │                        │
│                     └────────┬─────┬───┘                        │
└──────────────────────────────┼─────┼────────────────────────────┘
                               │     │ delegates
                      direct   │     ↓
                      command  │  ┌──────────────────┐
                               │  │    Foreman       │
┌──────────────────────────────┼──┤  (scheduled run) │────────────┐
│  Orchestration Layer         │  └────────┬─────────┘            │
│                              │           │ periodic check/nudge │
│                   ┌──────────┴───────────┴───────┐              │
│                   │  ┌───────────────────────┐   │              │
│                   │  │  Aux (Strategic)      │   │              │
│                   │  └──────────┬────────────┘   │              │
│                   │             ↕                │              │
│                   │         invoke/return        │              │
│                   │             │                │              │
│                   ↓             ↓                ↓              │
│              ┌──────────────────────────────────────┐           │
│              │      PeerA  ◄───────►  PeerB         │           │
│              └────────┬───────────────────────┬─────┘           │
│                       │                       ↕                 │
│                       │            ┌─────────────────────┐      │
│                       │            │  Aux (Tactical)     │      │
│                       │            │  invoke/return      │      │
│                       │            └───────────┬─────────┘      │
└───────────────────────┼────────────────────────┼────────────────┘
                        │                        │
                        ↓                        ↓
┌─────────────────────────────────────────────────────────────────┐
│  Artifact Layer (Persistent State)                              │
│       ┌──────────┐       ┌────────────┐       ┌──────────┐      │
│       │ Codebase │       │   Ledger   │       │ POR/     │      │
│       │(patches) │       │  (audit)   │       │ SUBPOR   │      │
│       └──────────┘       └────────────┘       └──────────┘      │
└─────────────────────────────────────────────────────────────────┘

Key Relationships:

• User → Peers: Direct commands or delegated through Foreman (scheduled)
• Peers ⇄ Aux: Invoke strategic (POR review) or tactical (tests, bulk work) help as needed
• Peers → Artifacts: Generate evidence (patches, tests, logs) directly or via Aux
• Foreman: Optional user proxy for periodic health checks and task scheduling
• Aux: Optional on-demand helper, invoked by peers for strategic or tactical work

1. User sends a goal via TUI or IM (e.g., "Add OAuth support")
2. PeerA frames intent (CLAIM) with acceptance criteria and constraints
3. PeerB counters with a sharper path or safer rollout
4. Peers iterate until consensus, then implement with small patches (≤150 lines)
5. Evidence gates progress: Only tested patches, stable logs, and commits count as "done"
6. Orchestrator logs outcomes to ledger; status panel updates in real-time

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Advanced Features

Auto-Compact (Context Compression)

CCCC includes intelligent auto-compact to prevent peer context degradation during long-running sessions.

How it works:

• Idle Detection: Automatically detects when peers are idle (no inflight messages, no queued work, sufficient silence)
• Work Threshold: Only triggers after meaningful work (≥6 messages exchanged since last compact)
• Interval Gating: Respects minimum time interval (default: 15 minutes) to avoid wasteful compaction
• Per-Actor Support: Each CLI actor declares compact capability in agents.yaml (e.g., /compact for Claude Code, /compress for Gemini CLI)

Configuration (in .cccc/settings/cli_profiles.yaml):

delivery:
  auto_compact:
    enabled: true                    # Global toggle
    min_interval_seconds: 900        # Wait 15 min between compacts
    min_messages_since_last: 6       # Require ≥6 messages of work
    idle_threshold_seconds: 120      # Peer must be idle for 2 min
    check_interval_seconds: 120       # Check every 2 minutes

Benefits:

• Maintains peer mental clarity across multi-hour sessions
• Prevents context window bloat and token waste
• Zero manual intervention — works automatically in the background

Diagnostics:

• Check .cccc/state/ledger.jsonl for auto-compact and auto-compact-skip events
• Logs include reason codes (e.g., insufficient-messages, not-idle, time-interval)

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Aux (Optional On-Demand Helper)

Aux is a third peer for burst work (e.g., broad reviews, heavy tests, bulk transforms).

Enable at startup:

• In Setup Panel, select an actor for aux (e.g., gemini)
• Or set aux→none to disable

Invoke Aux:

• In TUI: /c <prompt> or /review
• In chat bridges: /aux-cli "<prompt>"

Use cases:

• Strategic reviews (check POR against all SUBPORs)
• Heavy lifting (run full test suites, generate bulk fixtures)
• External checks (dependency audits, security scans)

Note: Aux runs once per invocation. No persistent state between runs.

Foreman (User Proxy)

Foreman is a lightweight "user proxy" that runs on a timer (default: 15 minutes) and performs one non-interactive task or writes one short user-voice request to the right peer.

Enable at startup:

• In Setup Panel, choose an actor for Foreman (or none to disable)
• You can reuse Aux actor or pick a different one

Configure:

• Edit ./FOREMAN_TASK.md (free-form: describe what matters now and list standing tasks)
• System rules live at .cccc/rules/FOREMAN.md (auto-generated, no manual edits)

Visibility:

• Status panel shows: Foreman: RUNNING | last @ HH:MM rc=N | next @ HH:MM
• IM shows messages as [FOREMAN→PeerA] or [FOREMAN→PeerB]

Controls:

• /foreman on|off|status|now (only if Foreman was enabled at startup)
• /verbose on|off toggles Foreman CC to chat

Use cases:

• Periodic health checks (run tests every 30 minutes)
• Reminder to update POR/SUBPORs
• Enforce quality gates (lint, type-check before commit)

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IM Bridges (Telegram/Slack/Discord)

CCCC includes optional chat bridges to bring the work to where your team already is.

Features

• Routing: Use a:, b:, or both: prefixes, or /a, /b, /both commands
• File Exchange: Upload files to peers, download outputs from .cccc/work/upload/outbound/
• RFD Cards: Inline approval buttons for Request-For-Decision cards
• Peer Summaries: Optional (toggle with /showpeers on|off)

Setup

1. Create a bot (Telegram: @BotFather, Slack: App Studio, Discord: Developer Portal)
2. Set token:

   cccc token set  # Or via TUI Setup Panel
   

3. Allowlist your chat:
   • Start a conversation with the bot, send /whoami to get your chat_id
   • Add chat_id to .cccc/settings/telegram.yaml (or slack.yaml/discord.yaml) allowlist
4. Autostart (optional):
   • Set autostart: true in config to launch bridge with cccc run

Commands in Chat

• /help — Usage and routing tips
• /whoami — Get your chat_id for allowlist
• /status — View orchestrator snapshot
• /showpeers on|off — Toggle peer↔peer summaries
• /files [in|out] [N] — List recent files
• a: <message> — Send to PeerA
• b: <message> — Send to PeerB
• both: <message> — Send to both

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A Typical Session (End-to-End, ~3 Minutes)

1. Explore (Short)

In TUI or chat, route an idea to both peers:

both: Add a short section to README about team chat tips

• PeerA frames intent
• PeerB asks one focused question

2. Decide (Concise CLAIM)

• PeerA writes a CLAIM in to_peer.md with acceptance criteria and constraints
• PeerB COUNTERs with a sharper path or safer rollout

3. Build (Evidence-First)

• Peers propose small, verifiable changes with 1-2 line EVIDENCE notes:
  • tests OK / stable logs / commit:abc123
• Orchestrator logs outcomes to ledger
• Status panel updates

4. Team Visibility

• Telegram/Slack/Discord (if enabled) receive concise summaries
• Peers stay quiet unless blocked

Cadence

• Self-Check: Every N handoffs (configurable, default 20), orchestrator triggers a short alignment check
• POR Update: PeerB receives periodic reminders to review POR.md and all active SUBPOR.md files
• Auto-Compact: When peers are idle after sufficient work, orchestrator automatically compacts context (default: ≥6 messages, 15 min interval, 2 min idle)
• Foreman Runs: Every 15 minutes (if enabled), Foreman performs one standing task or writes one request

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Folder Layout (After cccc init)

.cccc/
  adapters/bridge_*.py            # Chat bridges (optional: Telegram/Slack/Discord)
  orchestrator/                    # Core orchestrator modules
    handoff.py                     # Handoff delivery + self-check
    auto_compact.py                # Auto-compact logic
    keepalive.py                   # Keepalive nudge system
    foreman_scheduler.py           # Foreman scheduling
    ...
  settings/                        # Configuration files (no manual edit needed)
    cli_profiles.yaml              # Actor bindings, delivery config
    agents.yaml                    # CLI actor definitions
    policies.yaml                  # Strategic policies
    telegram.yaml / slack.yaml     # IM bridge configs
    foreman.yaml                   # Foreman config
  mailbox/                         # Message exchange (to_user.md, to_peer.md, inbox/, processed/)
  state/                           # Runtime state (ephemeral, gitignored)
    ledger.jsonl                   # Event log with auto-compact diagnostics
    orchestrator.log               # Runtime logs
    status.json                    # Current orchestrator state
  logs/                            # Peer CLI logs (ephemeral)
  work/                            # Shared workspace (gitignored)
  tui_ptk/app.py                   # TUI implementation
  orchestrator_tmux.py             # Main orchestrator runtime
  prompt_weaver.py                 # System prompt builder
  ...

docs/
  por/
    POR.md                         # Strategic board (North star, roadmap, decisions)
    T000123-your-task/SUBPOR.md    # Per-task sheet (goal/acceptance/probe/next)

PROJECT.md                         # Your project brief (woven into system prompts)
FOREMAN_TASK.md                    # Foreman task brief (if using Foreman)

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Configuration

CCCC follows "convention over configuration" principles. Sensible defaults work out of the box.

Key Config Files (All in .cccc/settings/)

• cli_profiles.yaml — Actor bindings, roles, delivery settings (mailbox, nudge, keepalive, auto-compact)
• agents.yaml — CLI actor definitions and capabilities (compact support, commands, IO profiles)
• policies.yaml — Strategic policies (autonomy level, handoff filters)
• telegram.yaml — Telegram bridge config (token, allowlist, routing)
• slack.yaml — Slack bridge config (similar structure)
• discord.yaml — Discord bridge config (similar structure)
• foreman.yaml — Foreman agent and cadence

No manual editing required — TUI Setup Panel handles all common changes. Advanced users can tweak YAML directly for fine-grained control.

Environment Variables (Optional Overrides)

• CLAUDE_I_CMD — Override default claude command (e.g., claude-dev)
• CODEX_I_CMD — Override default codex command
• GEMINI_I_CMD — Override default gemini command
• CCCC_HOME — Override default .cccc directory path

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FAQ

Do I need to learn all the commands?

No! The Setup Panel uses point-and-click (↑↓ + Enter). Tab completion helps with commands in the Runtime Panel. Type /help anytime to see everything.

Can I use CCCC without Telegram/Slack/Discord?

Yes! TUI works perfectly standalone. IM bridges are optional and add team collaboration, but they're not required.

Does CCCC lock me into a specific UI?

No. Tmux TUI is the default, but the orchestrator is transport-agnostic. You can interact via TUI, IM bridges, or even direct file writes to the mailbox.

What if I prefer typing commands over point-and-click?

Go for it! The Setup Panel is for convenience. Power users can use slash commands (e.g., /a, /b) or natural language routing (e.g., a: Fix the bug) exclusively.

Can I run CCCC only locally (no cloud services)?

Yes. Everything works without any bridge. Peers run locally via CLI actors. No cloud dependencies unless you explicitly configure IM bridges.

What about safety?

• Chats never change state directly — only evidence (patches/tests/logs) does
• "Done" means verified — tests passed, logs stable, commit referenced
• Irreversible changes (schema, public API, releases) require explicit dual-sign from both peers
• Soft path locks prevent overlapping changes
• Ledger audit trail records every state transition

How do I customize system prompts?

• Edit PROJECT.md at repo root (your project brief)
• Edit .cccc/rules/PEERA.md or .cccc/rules/PEERB.md (auto-generated, but safe to tweak)
• Run /refresh in TUI to reload prompts

What if a CLI actor is missing?

• TUI Setup Panel shows real-time availability checks
• If a CLI is missing, you'll see hints like "Install with pip install claude-code"
• Orchestrator won't start missing actors — right pane stays blank until CLI is available

Can I swap actors mid-session?

Not yet. Actors are bound at startup via Setup Panel. To change, exit (/quit) and restart cccc run. Future versions may support hot-swapping.

How do I debug orchestrator issues?

• Check .cccc/state/status.json for current state
• Check .cccc/state/ledger.jsonl for event log (includes auto-compact events with detailed diagnostics)
• Check .cccc/state/orchestrator.log for runtime logs
• Check .cccc/logs/*.log for detailed peer outputs
• Run cccc doctor to verify environment

How do I troubleshoot auto-compact?

Check if it's working:

grep "auto-compact" .cccc/state/ledger.jsonl | tail -20

Common skip reasons:

• insufficient-messages — Peer hasn't done enough work yet (< 6 messages)
• not-idle — Peer has inflight/queued messages or hasn't been silent for 2 minutes
• time-interval — Not enough time since last compact (< 15 minutes)
• actor-compact-disabled — CLI actor doesn't support compact (check agents.yaml)

Adjust thresholds in .cccc/settings/cli_profiles.yaml under delivery.auto_compact

Where can I see real-world examples?

Open an issue or start a discussion in the repo. We love shipping with teams who care about clarity, evidence, and taste.

How do I connect with the CCCC community?

📱 Join our Telegram group: t.me/ccccpair

Share workflows, troubleshoot issues, discuss features, and connect with other users building with CCCC. All questions and experience levels welcome!

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CCCC Pair — Modern orchestration for modern teams. 🚀