lmiranda
7c8a20c804
Refactored commands to extract reusable skills following the Commands → Skills separation pattern. Each command is now <50 lines and references skill files for detailed knowledge. Plugins refactored: - claude-config-maintainer: 5 commands → 7 skills - code-sentinel: 3 commands → 2 skills - contract-validator: 5 commands → 6 skills - data-platform: 10 commands → 6 skills - doc-guardian: 5 commands → 6 skills (replaced nested dir) - git-flow: 8 commands → 7 skills Skills contain: workflows, validation rules, conventions, reference data, tool documentation Commands now contain: YAML frontmatter, agent assignment, skills list, brief workflow steps, parameters Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
70 lines
2.1 KiB
Markdown
70 lines
2.1 KiB
Markdown
# MCP Tools Reference
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## pandas Tools
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| Tool | Description |
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|------|-------------|
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| `read_csv` | Load CSV file into DataFrame |
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| `read_parquet` | Load Parquet file into DataFrame |
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| `read_json` | Load JSON/JSONL file into DataFrame |
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| `to_csv` | Export DataFrame to CSV |
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| `to_parquet` | Export DataFrame to Parquet |
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| `describe` | Get statistical summary (count, mean, std, min, max) |
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| `head` | Preview first N rows |
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| `tail` | Preview last N rows |
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| `filter` | Filter rows by condition |
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| `select` | Select specific columns |
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| `groupby` | Aggregate data by columns |
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| `join` | Join two DataFrames |
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| `list_data` | List all loaded DataFrames |
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| `drop_data` | Remove DataFrame from memory |
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## PostgreSQL Tools
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| Tool | Description |
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|------|-------------|
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| `pg_connect` | Establish database connection |
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| `pg_query` | Execute SELECT query, return DataFrame |
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| `pg_execute` | Execute INSERT/UPDATE/DELETE |
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| `pg_tables` | List tables in schema |
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| `pg_columns` | Get column info for table |
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| `pg_schemas` | List available schemas |
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## PostGIS Tools
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| Tool | Description |
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|------|-------------|
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| `st_tables` | List tables with geometry columns |
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| `st_geometry_type` | Get geometry type for column |
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| `st_srid` | Get SRID for geometry column |
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| `st_extent` | Get bounding box for geometry |
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## dbt Tools
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| Tool | Description |
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|------|-------------|
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| `dbt_parse` | Validate project (ALWAYS RUN FIRST) |
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| `dbt_run` | Execute models |
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| `dbt_test` | Run tests |
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| `dbt_build` | Run + test together |
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| `dbt_compile` | Compile SQL without execution |
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| `dbt_ls` | List dbt resources |
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| `dbt_docs_generate` | Generate documentation manifest |
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| `dbt_lineage` | Get model dependencies |
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## Tool Selection Guidelines
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**For data loading:**
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- Files: `read_csv`, `read_parquet`, `read_json`
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- Database: `pg_query`
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**For data exploration:**
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- Schema: `describe`, `pg_columns`, `st_tables`
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- Preview: `head`, `tail`
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- Available data: `list_data`, `pg_tables`
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**For dbt operations:**
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- Always start with `dbt_parse` for validation
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- Use `dbt_lineage` for dependency analysis
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- Use `dbt_compile` to see rendered SQL
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