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SkillsMP has collected 19 skills from Edwardvaneechoud/Flowfile. Open a skill to review its source and details.
Showing 19 of 19 collected skills.
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 comment doctrine, the no-commit agreement, the…
Complete catalog of every Flowfile environment variable and runtime flag (FLOWFILE_MODE semantics, MutableBool live-flip flags, storage/database/catalog/AI/kernel/artifact/OAuth vars), which file:line reads each one, its default and truthy-parsing rule, and…
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 axios/FastAPI 307 redirects in Docker, browser "CORS error" that is…
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 on-disk storage map (flows, catalog Delta tables, DB, logs,…
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 node `.py` authored with the `node_designer` SDK (`from…
How changes to the Flowfile monorepo are classified, gated, versioned, and released — version-lockstep bump/check machinery, the stub and formula-docs drift gates, Alembic migration discipline, deliberate dependency pins (fastapi, polars), the v*/wasm-v*…
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 verification index for fact-checking any docs statement against…
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 typography ladders with exact hex values, the reusable component…
Recreate every Flowfile dev/build environment from scratch (backend, web frontend, Tauri desktop, Docker stack + kernel images, WASM, pip-installed unified mode) with exact version pins, Makefile target semantics, PyInstaller/sidecar staging, and master-key…
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 flakiness, security-fix lineage, in-flight save/open and…
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 its two verbose exceptions); and the CLAUDE.md maintenance…
Architecture and safe-extension guide for flowfile_core's /ai/* subsystem — the assist/copilot/planner surface map, the FEATURE_FLAG_AI router gate, the litellm lazy-import contract and its enforcing tests, BYOK provider resolution, per-process rate limiting,…
The system map and load-bearing design contracts of Flowfile's core/worker/frontend/kernel/scheduler/shared architecture — who talks to whom, why core never materializes LazyFrames, the worker offload wire protocol, the $ffsec$ secrets format, dual…
An executable, decision-gated campaign to close the parity gap between a visual Flowfile flow, its exported Python code (Polars and FlowFrame), and the FlowFrame API — reproduce the baseline, work the divergence inventory, fix by the ranked solution menu, and…
Deep dive into flowfile_frame — the Polars-LazyFrame-shaped Python API that builds an in-process flowfile_core FlowGraph as a side effect of every method call — covering the FlowFrame/Expr internals (_repr_str, _ff_repr, node-emission decision logic,…
Vue 3 renderer + Tauri 2 shell conventions for flowfile_frontend and flowfile_wasm — path aliases, Pinia store map, the axios trailing-slash 307 trap, the node-settings-by-glob-convention resolution system, VueFlow canvas wiring, desktop.ts as the sole Tauri…
End-to-end runbook for adding or modifying a Flowfile node type across all four layers (flowfile_core settings/graph/template, flowfile_frontend UI registry, flowfile_frame Python API, flowfile_wasm parity) including the string-convention dispatch trap, the…
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 each builds on, PR-sized first steps, falsifiable milestones,…
Exact per-package pytest/vitest/playwright commands, the 6 pytest markers and which need Docker, the test_utils Docker fixture matrix, the shared-test-DB isolation model and its failure modes, xfail/skip discipline, and coverage/CI test-matrix mechanics for…