create-table-classifier
Train vision models to predict optimal Camelot extraction strategies for PDF tables.
npx skills add majiayu000/claude-skill-registry --skill create-table-classifier --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
--- name: create-table-classifier description: > Train vision classifiers for Camelot table extraction strategy prediction. Uses MobileNetV2 with GRPO training and Camelot execution feedback. Integrates with Federated Taxonomy for preset-aware predictions. allowed-tools: Bash, Read triggers: - train table classifier - table strategy training - camelot strategy model - extraction strategy training - s05 strategy predictor metadata: short-description: GRPO training for table extraction strategy prediction provides: - create-table-classifier composes: [, task-monitor] --- # Create Table Classifier Train vision models to predict optimal Camelot extraction strategies for PDF tables. Uses GRPO with execution feedback from actual Camelot extractions. ## Training Approaches | Approach | Description | Use When | |----------|-------------|----------| | **GRPO (Recommended)** | RL with Camelot execution feedback | Production training | | **SFT Only** | Supervised fine-tuning | Quick baseline | | **Collect Only** | Data collection from corpus | Building dataset | ## Quick Start (GRPO with Execution Feedback) ```bash cd .pi/skills/create-table-classifier # 1. Setup environment cp .env.example .
- Training Approaches
- Quick Start (GRPO with Execution Feedback)
- GRPO Training Pipeline
- Reward Functions
- Federated Taxonomy Integration
- Evaluation Thresholds
- Architecture
- Training Data Format
- Commands
- Data Collection
- GRPO Training
- Utilities
- S05 Integration
- GPU Requirements
cd .pi/skills/create-table-classifier cp .env.example .env Edit .env with paths to corpus and extractor View training progress TensorBoard Run full self-improvement cycle
What does the create-table-classifier skill do?
Train vision models to predict optimal Camelot extraction strategies for PDF tables.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill create-table-classifier --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.