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jakevin
67 lines
1.9 KiB
Markdown
67 lines
1.9 KiB
Markdown
# AI Workflow
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OpenCLI is designed with AI agents in mind. This guide covers the AI-native discovery and code generation tools.
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## Quick Mode (One-Shot)
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Generate a single command for a specific page URL — just a URL + one-line goal, 4 steps done:
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```bash
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opencli generate https://example.com --goal "trending"
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```
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This runs: explore → synthesize → register in one shot.
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For the complete one-shot workflow details, see [opencli-oneshot skill](https://github.com/jackwener/opencli/blob/main/skills/opencli-oneshot/SKILL.md).
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## Full Mode (Explorer Workflow)
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### Step 1: Deep Explore
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Discover APIs, infer capabilities, and detect framework:
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```bash
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opencli explore https://example.com --site mysite
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```
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Outputs to `.opencli/explore/<site>/`:
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- `manifest.json` — Site metadata
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- `endpoints.json` — Discovered API endpoints
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- `capabilities.json` — Inferred capabilities
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- `auth.json` — Authentication strategy details
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### Step 2: Synthesize
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Generate YAML adapters from explore artifacts:
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```bash
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opencli synthesize mysite
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```
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### Step 3: Strategy Cascade
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Auto-probe authentication strategies: `PUBLIC → COOKIE → HEADER`:
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```bash
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opencli cascade https://api.example.com/data
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```
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### Step 4: Validate & Test
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```bash
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opencli validate # Validate generated YAML
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opencli <site> <command> --limit 3 -f json # Test the command
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```
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## 5-Tier Authentication Strategy
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The explorer uses a decision tree to determine the best authentication approach:
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1. **PUBLIC** — No auth, direct API call
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2. **COOKIE** — Reuse Chrome session cookies
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3. **HEADER** — Custom auth headers
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4. **BROWSER** — Full browser automation
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5. **CDP** — Chrome DevTools Protocol for Electron apps
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For the complete browser exploration workflow and debugging guide, see [opencli-explorer skill](https://github.com/jackwener/opencli/blob/main/skills/opencli-explorer/SKILL.md).
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