Breaking

Pro Workflow stores Claude Code and Cursor corrections in a local SQLite memory layer

September 7, 2026 at 11:11 EDT

Software Dev & Coding
AI Agents
Open Source

Pro Workflow, an MIT-licensed plugin by Rohit Ghumare, indexes manual corrections and research wikis into a persistent SQLite store so Claude Code, Cursor, and 32+ coding agents can reuse those lessons after a session ends or context is compacted.

7 Sep 2026 · Pro Workflow

A local SQLite store for coding-agent memory

Pro Workflow turns Claude Code and Cursor corrections, plus research wikis, into FTS5-indexed rules that reload on the next session.

Hook events in the project's comparison

More lifecycle hooks than rival skill packs

Each block = 2 hook events. Column height is proportional.

Pro Workflow

ECC

Superpowers

GSD

2,811

Stars

Skills in the bundle

32+

Agents via skills add

40–60%

Claimed output cut

Daily-use concentration

5 of 23 commands cover 80% of daily use

Each block is one command. The short stack is the five commands named for everyday work.

Core daily commands

Full command set

Self-correction loop

Correct once, reload every session

Correct

User flags a mistake

→

Propose

Agent drafts a rule

→

Approve

User confirms the rule

→

Persist

SQLite + FTS5 reload

What works

Stored failures cut repeat mistakes

Developers call a local SQLite memory essential: a correction becomes a searchable rule and comes back on session start instead of being taught again.

What still bites

Hooks and council calls still snag

Commit-validate hardcodes Conventional Commits with no opt-out. llm-council reports 429s, a 120s timeout, and max_tokens fixed at 4,000. Some installs skip the SQLite build.

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