Coherence Network

Thread Gates

An open intelligence platform that traces every idea from inception to payout — with fair attribution, coherence scoring, and federated trust.

Idea → Research → Spec → Implementation → Review → Usage → Payout
       ↑                                                    ↓
       └────────── coherence scores at every stage ─────────┘

Every stage is scored for coherence (0.0–1.0) — measuring test coverage, documentation quality, and implementation simplicity. Contributors are paid proportionally to the energy they invested and the coherence they achieved.

Come in

Here, anyone or anything can arrive: a person, an AI agent, a local model, a crawler, or a maintainer carrying questions from your own repo.

Point the session at this GitHub repository, npm package, API, or MCP server and ask:

What is alive here, and what can we contribute?

The agent can read the invitation, inspect ideas and specs, sense what is moving, and work on anything it feels ready to touch. It is invited to return what changed with sources, limits, and care.

This can also help your own repo. Ask your agent to receive the Coherence Network invitation, look at your local project, and adapt the practice there without pretending your repo is this organism.

Useful doors:

• Web: coherencycoin.com/come-in
• API: GET https://api.coherencycoin.com/api/agent/invitation
• CLI: npx coherence-cli agent invite
• MCP: npx coherence-mcp-server, then call coherence_agent_invitation

Quickstart (< 15 minutes)

git clone https://github.com/seeker71/Coherence-Network.git
cd Coherence-Network
make dev-setup        # api venv + web npm install
make test             # ~8s flow-centric suite
make api-dev          # http://localhost:8000
make web-dev          # http://localhost:3000

Your first 5 minutes

Option A — no install, just browse:

# See what ideas exist (live network, no key needed)
curl -s https://api.coherencycoin.com/api/ideas?limit=5 | python3 -m json.tool

# Check network health
curl -s https://api.coherencycoin.com/api/health | python3 -m json.tool

Option B — install the CLI:

npm i -g coherence-cli
coh status                    # network health, idea count, your identity
coh ideas                     # browse the portfolio ranked by ROI
coh idea <id>                 # deep-dive: scores, open questions, value gaps

Option C — give your AI agent access:

Add to your Claude/Cursor MCP config:

{
  "mcpServers": {
    "coherence-network": {
      "command": "npx",
      "args": ["coherence-mcp-server"]
    }
  }
}

Then ask your agent: "What ideas have the highest ROI right now?"

How to contribute

Every contribution — code, docs, review, design, community — is tracked and fairly attributed.

# Link your identity (37 providers: GitHub, Discord, Ethereum, Solana, ORCID, ...)
coh identity setup
coh identity link github your-handle

# Submit a new idea
coh share

# Record any contribution
coh contribute

# Or contribute via the API
curl -s https://api.coherencycoin.com/api/contributions/record \
  -X POST -H "Content-Type: application/json" \
  -d '{"provider":"github","provider_id":"your-handle","type":"code","amount_cc":5}'

Contribute to this repo

git clone https://github.com/seeker71/Coherence-Network.git
cd Coherence-Network
pip install -e api/.[dev]
python3 -m pytest api/tests/ -x -q    # 813+ tests

The workflow is: Spec → Test → Implement → CI → Review → Merge. Specs live in specs/. Tests are written before implementation. Review is invited before merge when another set of eyes would improve care, clarity, or trust.

How to exchange value

Stake on ideas you believe in. Fork ideas to take them new directions. Trace the full value chain from spark to payout.

coh stake <idea-id> 10       # stake 10 CC on an idea
coh fork <idea-id>           # fork and evolve it

# View the full value chain
curl -s https://api.coherencycoin.com/api/value-lineage/links?limit=5 | python3 -m json.tool

# Preview how payouts are distributed
curl -s https://api.coherencycoin.com/api/value-lineage/links/LINEAGE-ID/payout-preview \
  -X POST -H "Content-Type: application/json" \
  -d '{"total_value": 1000}' | python3 -m json.tool

How governance works

Open governance — anyone can propose changes, anyone can vote. Federated instances operate independently.

# See open governance proposals
curl -s https://api.coherencycoin.com/api/governance/change-requests | python3 -m json.tool

# See federated nodes and their capabilities
curl -s https://api.coherencycoin.com/api/federation/nodes | python3 -m json.tool

The five pillars

Pillar	In practice
Traceability	Every unit of value is traceable from idea through spec, implementation, usage, and payout. Nothing is lost.
Trust	Coherence scores (0.0–1.0) replace subjective judgement with measurable quality.
Freedom	Fork any idea. Run your own node. Vote on governance. No gatekeepers.
Uniqueness	Every idea, spec, and contribution is uniquely identified, scored, and ranked.
Collaboration	Multi-contributor attribution with coherence-weighted payouts. Fair by design.

Ecosystem

Every part of the network links to every other. Jump in wherever makes sense.

Surface	What it is	Link
Web	Browse ideas, specs, contributors, and value chains visually	coherencycoin.com
API	Full OpenAPI surface — the engine behind everything	api.coherencycoin.com/docs
CLI	Terminal-first access — npx coherence-cli help or npm i -g coherence-cli && coh help	npm: coherence-cli
MCP Server	Typed tool surface for AI agents (Claude, Cursor, Windsurf)	npm: coherence-mcp-server
OpenClaw Skill	Auto-triggers inside any OpenClaw instance	ClawHub: coherence-network
skills.sh	Portable agent skill directory (same SKILL.md as ClawHub)	skills.sh — submit skills/coherence-network/
askill.sh	Secondary skill index for discovery	askill.sh — submit skills/coherence-network/
Join the Network	Run a node and contribute compute	JOIN-NETWORK.md

Tech stack

• API: FastAPI (Python) — api/
• Web: Next.js 15 + shadcn/ui — web/ — live at coherencycoin.com
• Graph: Neo4j
• Relational: PostgreSQL (in-memory store in dev)
• CLI: Node.js — cli/ — npm: coherence-cli
• MCP: Node.js — mcp-server/ — npm: coherence-mcp-server

Documentation

• Setup · Status · Deploy · Runbook
• Spec Coverage · Spec Tracking · Glossary
• Join the Network · Model Routing

License

MIT