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66 lines
3.1 KiB
Markdown
66 lines
3.1 KiB
Markdown
# AI Workflow
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OpenCLI is designed for AI agents writing adapters. The workflow is built on a small set of browser primitives plus a skill that teaches the end-to-end loop.
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## The Loop
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From a new site URL to a passing `opencli browser verify` — one skill, one set of primitives:
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```bash
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# 1. Pick up the skill (Claude Code)
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# skills/opencli-adapter-author/SKILL.md
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# 2. Reconnaissance
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opencli browser analyze https://example.com
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# Fallback primitives when analyze says deeper inspection is needed:
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# opencli browser open https://example.com
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# opencli browser network # inspect XHR / fetch calls
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# opencli browser state # extract __INITIAL_STATE__ / __NEXT_DATA__
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# 3. Scaffold + verify
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opencli browser init <site>/<name>
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opencli browser verify <site>/<name>
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```
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The skill `opencli-adapter-author` walks through: coverage self-test → site recon → API discovery → field decoding → output design → adapter coding → verify → write-back to site memory.
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See [skills/opencli-adapter-author/SKILL.md](https://github.com/jackwener/opencli/blob/main/skills/opencli-adapter-author/SKILL.md).
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## Primitives
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| Command | Purpose |
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|---------|---------|
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| `opencli doctor` | Sanity check: bridge, Chrome, signals |
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| `opencli browser analyze <url>` | One-shot site recon: anti-bot, pattern, nearest adapter, next step |
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| `opencli browser open <url>` | Open a tab in the Chrome session |
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| `opencli browser network` | List recent XHR / fetch calls |
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| `opencli browser state` | Page state: URL, title, interactive elements |
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| `opencli browser eval '<expr>'` | Evaluate JS in the page context (cookies + origin honored) |
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| `opencli browser init <site>/<name>` | Scaffold `~/.opencli/clis/<site>/<name>.js` |
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| `opencli browser verify <site>/<name>` | Run the adapter and print first rows |
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No `explore` / `synthesize` / `generate` / `cascade` command. The skill drives the loop — the primitives are small and composable.
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## Site Memory
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Every site accumulates knowledge at `~/.opencli/sites/<site>/` (endpoints, field decode map, notes, response fixtures). The adapter-author skill reads memory on Step 2 and writes back on Step 12 — see `skills/opencli-adapter-author/references/site-memory.md` for the schema.
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In-repo seeds for well-known sites live at `skills/opencli-adapter-author/references/site-memory/<site>.md` (eastmoney / xueqiu / bilibili / tonghuashun already covered).
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## Authentication Strategies
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Adapters declare one of:
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1. **PUBLIC** — direct fetch, no credentials
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2. **COOKIE** — reuse Chrome session cookies (`browser: true` + `credentials: 'include'`)
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3. **INTERCEPT** — let the page make the request; capture the response
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4. **UI** — drive the authenticated browser UI when no stable API is available
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Pick per the `coverage-matrix.md` and `api-discovery.md` references inside the skill.
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## When Something Breaks
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- Verify failure → run `opencli doctor`, then consult `skills/opencli-autofix/SKILL.md`
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- Field values wrong → jump back to `skills/opencli-adapter-author/references/field-decode-playbook.md`
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- Endpoint returns 401/403 → `api-discovery.md` §4 (token) / §5 (intercept)
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