b1724fe7ca
Chat with any SQLite database using natural language. Built on AnyLanguageModel (HuggingFace) for LLM-agnostic provider support and GRDB for SQLite access. Core features: - Auto schema introspection from sqlite_master (zero config) - NL → SQL generation via any AnyLanguageModel provider - Three rendering modes: text summary, data table, Swift Charts - Drop-in DataChatView (SwiftUI) and headless ChatEngine - Operation allowlist with read-only default - Mutation policy with per-table control - ToolExecutionDelegate for destructive operation confirmation - Multi-turn conversation context - 352 tests across 24 suites, all passing Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
47 lines
1.5 KiB
Markdown
47 lines
1.5 KiB
Markdown
<!-- ooo:START -->
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<!-- ooo:VERSION:0.14.0 -->
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# Ouroboros — Specification-First AI Development
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> Before telling AI what to build, define what should be built.
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> As Socrates asked 2,500 years ago — "What do you truly know?"
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> Ouroboros turns that question into an evolutionary AI workflow engine.
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Most AI coding fails at the input, not the output. Ouroboros fixes this by
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**exposing hidden assumptions before any code is written**.
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1. **Socratic Clarity** — Question until ambiguity ≤ 0.2
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2. **Ontological Precision** — Solve the root problem, not symptoms
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3. **Evolutionary Loops** — Each evaluation cycle feeds back into better specs
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```
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Interview → Seed → Execute → Evaluate
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↑ ↓
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└─── Evolutionary Loop ─────┘
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```
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## ooo Commands
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Each command loads its agent/MCP on-demand. Details in each skill file.
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| Command | Loads |
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|---------|-------|
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| `ooo` | — |
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| `ooo interview` | `ouroboros:socratic-interviewer` |
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| `ooo seed` | `ouroboros:seed-architect` |
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| `ooo run` | MCP required |
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| `ooo evolve` | MCP: `evolve_step` |
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| `ooo evaluate` | `ouroboros:evaluator` |
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| `ooo unstuck` | `ouroboros:{persona}` |
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| `ooo status` | MCP: `session_status` |
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| `ooo setup` | — |
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| `ooo help` | — |
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## Agents
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Loaded on-demand — not preloaded.
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**Core**: socratic-interviewer, ontologist, seed-architect, evaluator,
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wonder, reflect, advocate, contrarian, judge
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**Support**: hacker, simplifier, researcher, architect
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<!-- ooo:END -->
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