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By Edwardvaneechoud

19 skills found.
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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/Flowfile375—~7kAutomated safety check: NotesMITtoday
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/Flowfile375—~9.9kAutomated safety check: PassMITtoday
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/Flowfile375—~7.3kAutomated safety check: NotesMITtoday
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/Flowfile375—~7.3kAutomated safety check: PassMITtoday
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/Flowfile375—~7.5kAutomated safety check: PassMITtoday
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/Flowfile375—~12kAutomated safety check: NotesMITtoday
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/Flowfile375—~8.6kAutomated safety check: PassMITtoday
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/Flowfile375—~6.3kAutomated safety check: PassMITtoday
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/Flowfile375—~5.4kAutomated safety check: PassMITtoday
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/Flowfile375—~5.8kAutomated safety check: PassMITtoday
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/Flowfile375—~12kAutomated safety check: PassMITtoday
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/Flowfile375—~8.5kAutomated safety check: PassMITtoday
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/Flowfile375—~9.3kAutomated safety check: PassMITtoday
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/Flowfile375—~6.4kAutomated safety check: PassMITtoday
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/Flowfile375—~9kAutomated safety check: NotesMITtoday
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/Flowfile375—~5.5kAutomated safety check: PassMITtoday
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/Flowfile375—~8.3kAutomated safety check: NotesMITtoday
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/Flowfile375—~7.5kAutomated safety check: PassMITtoday
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/Flowfile375—~1.9kAutomated safety check: PassMITtoday