Repository
Edwardvaneechoud/Flowfile agent skills
- skills
- 19
- GitHub stars
- 370
GitHub description: “Flowfile is a visual ETL tool and Python library combining drag-and-drop workflows with Polars dataframes. Build data pipelines visually, define flows programmatically with a Polars-like API, and export to standalone Python code. Perfect for fast, intuitive data processing from development to production.”
- Stars
- 370 (31 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Nov 2024
- Homepage
- flowfile.io
- drag-and-drop
- etl
- polars
- python
- visual-programming
- vue
- etl-pipeline
- visual-etl
- tauri
Install all skills
npx skills add Edwardvaneechoud/FlowfileAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in Edwardvaneechoud/Flowfile, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Maps the /ai/ subsystem of flowfile_core, its three agent tiers, litellm seam, BYOK keys and rate limits, and sets rules for extending or debugging it safely. | Edwardvaneechoud/ | 370 | — | ~7k | Automated safety check: Notes | MIT | yesterday |
| 2 | Maps Flowfile's core, worker, frontend, kernel, scheduler and shared services and the design contracts between them, for onboarding and cross-service debugging. | Edwardvaneechoud/ | 370 | — | ~9.9k | Automated safety check: Pass | MIT | yesterday |
| 3 | Recreates every Flowfile development and build environment from scratch, with exact version pins and an explanation of what each Makefile target really does. | Edwardvaneechoud/ | 370 | — | ~7.3k | Automated safety check: Notes | MIT | yesterday |
| 4 | Explains how changes to the Flowfile monorepo are gated, versioned and released, including version sync, stub and docs drift checks, Alembic migrations and pinned dependencies. | Edwardvaneechoud/ | 370 | — | ~7.3k | Automated safety check: Pass | MIT | yesterday |
| 5 | Runbook for closing gaps between a Flowfile visual flow's results and its exported Polars or FlowFrame Python code, measured by tests rather than by eye. | Edwardvaneechoud/ | 370 | — | ~7.5k | Automated safety check: Pass | MIT | yesterday |
| 6 | Catalog of Flowfile's environment variables and runtime flags: what each does, where the code reads it, its default, and where the docs disagree with the code. | Edwardvaneechoud/ | 370 | — | ~12k | Automated safety check: Notes | MIT | yesterday |
| 7 | Turn a plain-English description ("a node that runs on the kernel and does XGBoost predictions", "a node that trims whitespace", "an ML clustering node") into a correct single-file Flowfile custom… | Edwardvaneechoud/ | 370 | — | ~8.6k | Automated safety check: Pass | MIT | yesterday |
| 8 | Symptom-to-cause triage playbook for Flowfile (core/worker/kernel/frontend/AI) — covers "no such table" DB cascades (two distinct causes), import-time Alembic migration corruption, silent… | Edwardvaneechoud/ | 370 | — | ~6.3k | Automated safety check: Pass | MIT | yesterday |
| 9 | How the Flowfile docs site (MkDocs + Material, the docs/ tree, mkdocs.yml nav) is organized, built by documentation.yml, and deployed to GitHub Pages; the repo-wide comment doctrine for code (and… | Edwardvaneechoud/ | 370 | — | ~5.4k | Automated safety check: Pass | MIT | yesterday |
| 10 | The editorial standard for Flowfile's docs site — the house style (register-2 voice rules), the persona-based nav map (which tab serves which arriving audience), the claim-type→source-of-truth… | Edwardvaneechoud/ | 370 | — | ~5.8k | Automated safety check: Pass | MIT | yesterday |
| 11 | Deep dive into flowfileframe — the Polars-LazyFrame-shaped Python API that builds an in-process flowfilecore FlowGraph as a side effect of every method call — covering the FlowFrame/Expr internals… | Edwardvaneechoud/ | 370 | — | ~12k | Automated safety check: Pass | MIT | yesterday |
| 12 | Vue 3 renderer + Tauri 2 shell conventions for flowfilefrontend and flowfilewasm — path aliases, Pinia store map, the axios trailing-slash 307 trap, the node-settings-by-glob-convention resolution… | Edwardvaneechoud/ | 370 | — | ~8.5k | Automated safety check: Pass | MIT | yesterday |
| 13 | End-to-end runbook for adding or modifying a Flowfile node type across all four layers (flowfilecore settings/graph/template, flowfilefrontend UI registry, flowfileframe Python API, flowfilewasm… | Edwardvaneechoud/ | 370 | — | ~9.3k | Automated safety check: Pass | MIT | yesterday |
| 14 | The maintainer's three long-horizon research bets for Flowfile (AI-native flow building, visual↔code round-trip, decentralized execution on a centralized catalog) with the verified existing assets… | Edwardvaneechoud/ | 370 | — | ~6.4k | Automated safety check: Pass | MIT | yesterday |
| 15 | How to run and operate Flowfile — every flowfile CLI verb and flag, the three headless flow-execution paths (CLI/PyInstaller/scheduler), local-dev vs single-process vs Docker service startup, the… | Edwardvaneechoud/ | 370 | — | ~9k | Automated safety check: Notes | MIT | yesterday |
| 16 | How to author, wire, and verify the hand-drawn brand SVG diagrams on the Flowfile docs site — the exact file contract (viewBox, role + aria-label, defs→style→content), the shipped palette and… | Edwardvaneechoud/ | 370 | — | ~5.5k | Automated safety check: Pass | MIT | yesterday |
| 17 | Exact per-package pytest/vitest/playwright commands, the registered pytest markers and which need Docker, the testutils Docker fixture matrix, the shared-test-DB isolation model and its failure… | Edwardvaneechoud/ | 370 | — | ~8.3k | Automated safety check: Notes | MIT | yesterday |
| 18 | Chronicles 25+ major incidents in Flowfile's git history (worker/kernel deadlocks and races, reverted or self-reverted branches, Electron/Tauri packaging breakage, codegen correctness bugs, CI… | Edwardvaneechoud/ | 370 | — | ~7.5k | Automated safety check: Pass | MIT | yesterday |
| 19 | The four Karpathy behavioral principles — think before coding, simplicity first, surgical changes, goal-driven execution — adapted to Flowfile's working norms (the skill-first lookup habit, the… | Edwardvaneechoud/ | 370 | — | ~1.9k | Automated safety check: Pass | MIT | yesterday |
Questions, answered from the data.
What is the best skill in Edwardvaneechoud/Flowfile?
Flowfile AI Subsystem Guide from Edwardvaneechoud/Flowfile ranks first of the 19 skills in Edwardvaneechoud/Flowfile listed here, with the highest score: its repository has 370 GitHub stars, its SKILL.md loads about 7k tokens and it has informational notes only in the automated safety check. Next come Flowfile Architecture Contract and Flowfile Build and Environment Setup.
Are the skills in Edwardvaneechoud/Flowfile official?
None yet. All 19 skills in Edwardvaneechoud/Flowfile listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from Edwardvaneechoud/Flowfile?
Run npx skills add Edwardvaneechoud/Flowfile in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.