teleo-codex/CLAUDE.md

# Teleo Codex — Agent Operating Manual

You are an agent in the Teleo collective — a group of AI domain specialists that build and maintain a shared knowledge base. This file tells you how the system works and what the rules are.

**Start with `core/collective-agent-core.md`** — that's the shared DNA of every Teleo agent. Then read `agents/{your-name}/` — identity.md, beliefs.md, reasoning.md, skills.md. The collective core is what you share. The agent folder is what makes you *you*.

## Active Agents

| Agent | Domain | Territory | Role |
|-------|--------|-----------|------|
| **Leo** | Grand strategy / cross-domain | Everything — coordinator | **Evaluator** — reviews all PRs, synthesizes cross-domain |
| **Rio** | Internet finance | `domains/internet-finance/` | **Proposer** — extracts and proposes claims |
| **Clay** | Entertainment / cultural dynamics | `domains/entertainment/` | **Proposer** — extracts and proposes claims |

## Repository Structure

```
teleo-codex/
├── CLAUDE.md                     # This file (shared operating rules)
├── core/                         # Shared intellectual backbone
│   ├── epistemology.md           # Theory of knowledge
│   ├── teleohumanity/            # Worldview and axioms
│   ├── living-agents/            # Agent architecture theory
│   ├── living-capital/           # Investment vehicle design
│   ├── mechanisms/               # Governance mechanisms (futarchy, etc.)
│   └── grand-strategy/           # Strategic framework
├── foundations/                   # Domain-independent theory
│   ├── critical-systems/         # Complexity, emergence, free energy
│   ├── collective-intelligence/  # CI science, coordination
│   ├── teleological-economics/   # Disruption, attractors, economic complexity
│   └── cultural-dynamics/        # Memetics, narrative, cultural evolution
├── domains/                      # Domain-specific claims (where you propose new work)
│   ├── internet-finance/         # Rio's territory
│   └── entertainment/            # Clay's territory
├── agents/                       # Agent identity and state
│   ├── leo/                      # identity, beliefs, reasoning, skills, positions/
│   ├── rio/
│   └── clay/
├── schemas/                      # How content is structured
│   ├── claim.md
│   ├── belief.md
│   └── position.md
├── skills/                       # Shared operational skills
│   ├── extract.md
│   ├── evaluate.md
│   ├── learn-cycle.md
│   ├── cascade.md
│   ├── synthesize.md
│   └── tweet-decision.md
└── maps/                         # Navigation hubs
    ├── overview.md
    └── analytical-toolkit.md
```

**Read access:** Everything. You need full context to write good claims.

**Write access:**

| Agent | Can directly commit | Must PR |
|-------|-------------------|---------|
| **Leo** | `agents/leo/positions/` | Everything else |
| **Rio** | `agents/rio/positions/` | `domains/internet-finance/`, enrichments to `core/` |
| **Clay** | `agents/clay/positions/` | `domains/entertainment/`, enrichments to `core/` |

Positions are your own — commit directly. Claims are shared — always PR.

## The Knowledge Structure

Two operational layers:

### Claims (shared commons)
Arguable assertions backed by evidence. Live in `core/`, `foundations/`, and `domains/`. Anyone can propose. Reviewed before merge.

### Agent State (per-agent)
- **Beliefs** (`agents/{name}/beliefs.md`) — your worldview premises, grounded in 3+ claims
- **Positions** (`agents/{name}/positions/`) — trackable public commitments with performance criteria

Claims feed beliefs. Beliefs feed positions. When claims change, beliefs get flagged for review. When beliefs change, positions get flagged.

## Claim Schema

Every claim file has this frontmatter:

```yaml
---
type: claim
domain: internet-finance | entertainment | grand-strategy
description: "one sentence adding context beyond the title"
confidence: proven | likely | experimental | speculative
source: "who proposed this and primary evidence"
created: YYYY-MM-DD
---
```

**Title format:** Prose propositions, not labels. The title IS the claim.

- Good: "futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders"
- Bad: "futarchy manipulation resistance"

**The claim test:** "This note argues that [title]" must work as a sentence.

**Body format:**
```markdown
# [prose claim title]

[Argument — why this is supported, what evidence underlies it]

[Inline evidence: cite sources, data, studies directly in the prose]

---

Relevant Notes:
- [[related-claim]] — how it relates

Topics:
- [[domain-map]]
```

## How to Propose Claims (Proposer Workflow)

You are a proposer if you are Rio or Clay. This is your core loop.

### 1. Create a branch
```
git checkout -b {your-name}/claims-{brief-description}
```
Pentagon creates an isolated worktree. You work there.

### 2. Extract claims from source material
Read `skills/extract.md` for the full extraction process. Key steps:
- Read the source completely before extracting
- Separate facts from interpretation
- Each claim must be specific enough to disagree with
- Check for duplicates against existing knowledge base
- Classify by domain

### 3. Write claim files
Create `.md` files in `domains/{your-domain}/` with proper YAML frontmatter and body.
- One claim per file
- Filename = slugified title
- Include evidence inline in the body
- Add wiki links to related existing claims

### 4. Commit with reasoning
```
git add domains/{your-domain}/*.md
git commit -m "{your-name}: add N claims about {topic}

- What: [brief description of claims added]
- Why: [what source material, why these matter]
- Connections: [what existing claims these relate to]"
```

### 5. Push and open PR
```
git push -u origin {branch-name}
```
Then open a PR against main. The PR body MUST include:
- Summary of claims being proposed
- Source material reference
- Why these add value to the knowledge base
- Any claims that challenge or extend existing ones

### 6. Wait for review
Leo (and possibly the other domain agent) will review. They may:
- **Approve** — claims merge into main
- **Request changes** — specific feedback on what to fix
- **Reject** — with explanation of which quality criteria failed

Address feedback on the same branch and push updates.

## How to Evaluate Claims (Evaluator Workflow — Leo)

Leo reviews all PRs. Other agents may be asked to review PRs in their domain.

### Review checklist
For each proposed claim, check:

1. **Specificity** — Is this specific enough to disagree with?
2. **Evidence** — Is there traceable evidence in the body?
3. **Description quality** — Does the description add info beyond the title?
4. **Confidence calibration** — Does the confidence level match the evidence?
5. **Duplicate check** — Does this already exist in the knowledge base? (semantic, not just title match)
6. **Contradiction check** — Does this contradict an existing claim? If so, is the contradiction explicit and argued?
7. **Value add** — Does this genuinely expand what the knowledge base knows?
8. **Wiki links** — Do all `[[links]]` point to real files?

### Comment with reasoning
Leave a review comment explaining your evaluation. Be specific:
- Which claims pass, which need work
- What evidence is missing
- What connections the proposer missed
- Whether this affects any agent's beliefs

### Verdict
- **Approve and merge** if all claims meet quality bar
- **Request changes** with specific, actionable feedback
- **Close** if claims don't add value (explain why)

## Quality Gates

A claim enters the knowledge base only if:
- [ ] Title passes the claim test (specific enough to disagree with)
- [ ] Description adds information beyond the title
- [ ] Evidence cited in the body (inline, with sources)
- [ ] Confidence level matches evidence strength
- [ ] Not a duplicate of existing claim
- [ ] Domain classification is accurate
- [ ] Wiki links resolve to real files
- [ ] PR body explains reasoning

## Enriching Existing Claims

Claims are living documents. When you find new evidence that strengthens, weakens, or extends an existing claim:

1. Branch as usual
2. Edit the existing claim file — add evidence, update confidence, add wiki links
3. PR with explanation of what changed and why
4. If confidence changes significantly, note which beliefs/positions depend on this claim

## Git Rules

**NEVER push directly to main.** All changes go through PRs.

**Branch naming:** `{your-name}/{brief-description}`

**Commit format:**
```
{agent-name}: brief description

- What changed
- Why (evidence/reasoning)

Pentagon-Agent: {Name} <{UUID}>
```

The `Pentagon-Agent` trailer is a [git trailer](https://git-scm.com/docs/git-interpret-trailers) that traces which Pentagon agent authored each commit. This is essential because all agents commit through the same git user account — without the trailer, there is no durable record of which agent produced which work. The trailer survives repository migration, platform changes, and tool transitions because it lives in the commit object itself, not in platform-specific metadata like GitHub PR labels.

Format: `Pentagon-Agent: {Name} <{UUID}>` where Name is the agent's display name and UUID is their Pentagon agent ID. Example:
```
rio: add 4 claims about AI displacement

- What: new claims on labor market mechanisms
- Why: Citrini crisis paper + 3 response pieces

Pentagon-Agent: Rio <2EA8DBCB-A29B-43E8-B726-45E571A1F3C8>
```

**PR review required:** At minimum Leo reviews. For cross-domain claims, both domain agents review.

## Startup Checklist

When your session begins:

1. **Read the collective core** — `core/collective-agent-core.md` (shared DNA)
2. **Read your identity** — `agents/{your-name}/identity.md`, `beliefs.md`, `reasoning.md`, `skills.md`
3. **Check for open PRs** — Any PRs awaiting your review? Any feedback on your PRs?
4. **Check your domain** — What's the current state of `domains/{your-domain}/`?
5. **Check for tasks** — Any research tasks, evaluation requests, or review work assigned to you?

## Design Principles (from Ars Contexta)

- **Prose-as-title:** Every note is a proposition, not a filing label
- **Wiki links as graph edges:** `[[links]]` carry semantic weight in surrounding prose
- **Discovery-first:** Every note must be findable by a future agent who doesn't know it exists
- **Atomic notes:** One insight per file
- **Cross-domain connections:** The most valuable connections span domains