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text-only pi models vision — describe images with a vision model you pick via an interactive picker, then hand off the text description to non-vision models","maintainers":[{"name":"bismawy","email":"byztma@gmail.com"}],"readme":"# Vision Watcher\n\nGive text-only models vision. Seamless multimodal handoff. Built for Pi.\n\n[![Custom badge](https://shieldcn.dev/badge/pi-%20Packages.svg?variant=outline&size=xs&logo=ri%3APiPiBold)](https://pi.dev/packages/@bismawy/pi-vision-watcher)\n[![badge](https://shieldcn.dev/npm/@bismawy/pi-vision-watcher.svg?variant=outline&size=xs)](https://www.npmjs.com/package/@bismawy/pi-vision-watcher)\n[![license](https://shieldcn.dev/github/bismawy/pi-vision-watcher/license.svg?variant=outline&size=xs)](https://github.com/bismawy/pi-vision-watcher)\n\n![Vision Watcher: intelligent vision handoff for text-only coding models in Pi](https://raw.githubusercontent.com/bismawy/pi-vision-watcher/main/assets/banner.webp)\n\n## Overview\n\npi-vision-watcher gives text-only pi models vision — images are described in the background by a vision model you pick, then handed off to text-only coding models without interrupting your workflow.\n\n- Connected-only Picker: `/vision-watcher` shows only vision-capable models from providers where you actually have credentials.\n- Batching & Cache: Multiple images across parallel tool calls are batched into one describer request; cached images (SHA-256) are never re-described.\n- False-Vision Healing: Aggregator providers sometimes flag text-only models as multimodal, causing HTTP 400s. The extension proactively forces handoff for them and auto-heals `models.json` in-process.\n- Thinking Controls: Adjust reasoning effort (`off` – `max`) for reasoning-capable vision models.\n- Fallback Chains: Automatically falls back to backup vision models when the primary is rate-limited or down.\n\n## Install\n\n```bash\npi install npm:@bismawy/pi-vision-watcher\n```\n\nRun `/vision-watcher` to pick your vision model (or set it directly: `/vision-watcher model openai/gpt-4o`). Handoff is on by default — switch to any text-only model and work as usual.\n\nTo test locally without installing:\n```bash\npi --extension ./vision-watcher.ts\n```\n\n## Shortcuts\n\n| Key | Action |\n| --- | --- |\n| `space` | Select highlighted model as primary describer (press again to clear) |\n| `ctrl+q` · `f2` | Toggle highlighted model in/out of failover chain (marked 🔗, max 3) |\n| `ctrl+t` | Walk thinking ladder (`off` → `minimal` → `low` → `medium` → `high` → `xhigh` → `max`) |\n| `ctrl+a` | Toggle async paste handoff |\n| `enter` · `ctrl+s` | Save configuration (primary describer and chain) |\n| `esc` | Cancel and exit picker |\n\n> **Notes:**\n> - `ctrl+q` toggles backup models safely; `f2` is also available as a fallback key.\n> - While filtering models in search, `space` enters a space character so multi-word queries (e.g. `gemini 3.8`) stay typeable.\n> - The detail pane shows live configuration — primary, chain, thinking, and async handoff — so every keypress previews what will be saved.\n\n## Commands\n\n| Command | Action |\n| --- | --- |\n| `/vision-watcher` | Interactive picker for connected vision models |\n| `/vision-watcher model ` | Set primary vision describer directly |\n| `/vision-watcher status` | View current configuration |\n| `/vision-watcher auto ` | Toggle automatic handoff (default: `on`) |\n| `/vision-watcher add ` | Force handoff on a specific model |\n| `/vision-watcher remove ` | Remove model from forced handoff list |\n| `/vision-watcher thinking ` | Configure reasoning effort (`off` – `max`) |\n| `/vision-watcher timeout ` | Set per-image description timeout (default `45000`) |\n| `/vision-watcher prewarm ` | Describe pasted images at paste-time (opt-in) |\n| `/vision-watcher async ` | Inject pasted-image descriptions asynchronously when no matching `read` wins |\n| `/vision-watcher clear` | Clear configured vision model |\n| `/vision-watcher enable` · `disable` | Toggle extension active state |\n| `/vision-watcher help` | List all subcommands |\n\n## Architecture\n\n
\nConfiguration (~/.pi/agent/extensions/pi-vision-watcher.json)\n\n```json\n{\n \"enabled\": true,\n \"visionModel\": \"openai/gpt-4o\",\n \"fallbackModels\": [],\n \"autoHandoff\": true,\n \"handoffModels\": [],\n \"thinking\": false,\n \"thinkingLevel\": \"medium\",\n \"describeTimeoutMs\": 45000,\n \"prewarmPastedImages\": false,\n \"asyncClipboardHandoff\": false,\n \"maxTokens\": null,\n \"cacheMax\": 50,\n \"maxDescriptionLines\": 0\n}\n```\n\nMost fields have sane defaults — `visionModel` is the only one you normally set.\n\n`fallbackModels` is the failover chain: when the primary describer fails (timeout, rate limit, auth), each entry is tried **in order** until one returns a description. The picker caps the chain at 3 entries (`ctrl+q`). Set it from the picker instead of hand-editing the file.\n\n
\n\n
\nDiagnostics & Recovery\n\n- Failed vision calls log with stack traces to `~/.pi/agent/logs/pi-vision-watcher/errors.log` and degrade gracefully to `[Image: description unavailable]`.\n- When a model falsely advertises image capability and 400s, the error is captured on `message_end`, `modelOverrides..input = [\"text\"]` is written to `models.json`, and the registry refreshes in-process.\n\n
\n\n
\nComponents\n\n| File | Role |\n| --- | --- |\n| `vision-watcher.ts` | Extension entry point, lifecycle hooks, and CLI command handlers |\n| `src/vision-model-selector.ts` | Interactive TUI model picker with connected-only filtering |\n| `src/describer.ts` | Vision API request orchestration, multi-image batching, and failover chains |\n| `src/dataloader.ts` | Batched image loader to prevent redundant parallel requests |\n| `src/image.ts` | Image hashing (SHA-256), memory caching, and MIME detection |\n| `src/prewarm-editor.ts` | Paste-time image prewarming and async clipboard injection |\n| `src/error-log.ts` | Structured logging and error capture |\n\n
\n\n
\nDevelopment\n\n```bash\nnpm test # Vitest suite (250+ unit tests)\nnpm run typecheck # TypeScript checks\nnpm run lint:dead # Knip dead code analysis\n```\n\n
\n\n## License\n\nDistributed under the **MIT** license.\n\n## Author\n\n[Bisma](https://github.com/bismawy)\n","readmeFilename":"README.md"}