A Claude Code workflow plugin that learns from your corrections and keeps a self-correcting memory across sessions. It adds skills for agent teams, parallel worktree batch changes, bug capture as GitHub issues, project auto-setup and context compaction.
Claude Code
> /plugin marketplace add rohitg00/pro-workflow> /plugin install pro-workflow@pro-workflow
Codex
$ npx skills add rohitg00/pro-workflow -a codex
Cursor
$ npx skills add rohitg00/pro-workflow -a cursor
Gemini CLI
$ npx skills add rohitg00/pro-workflow -a gemini-cli
GitHub Copilot
$ copilot plugin marketplace add rohitg00/pro-workflow$ copilot plugin install pro-workflow@pro-workflow
OpenCode
$ npx skills add rohitg00/pro-workflow -a opencode
Windsurf
$ npx skills add rohitg00/pro-workflow -a windsurf
Self-correcting memory + persistent FTS5-indexed wikis + auto-research loop, all on one SQLite store. Correct Claude once — it never repeats the mistake. Build a wiki on a topic — it grows itself overnight. 41 skills • 8 agents • 23 commands • 33 hook scripts across 22 events Works with Claude Code, Cursor, and 32+ agents via skills add.
You correct Claude the same way 50 times. You explain conventions every new session. Context compacts, learnings vanish, mistakes repeat. You research the same topic in three different sessions because there is nowhere durable for the answers to land.
Every Claude Code user hits this wall.
Pro Workflow puts a single SQLite store underneath every session.
After 50 sessions you barely correct anything. After a week of auto-research, your wiki on a topic is denser than the curated lists you started from.
Session 1: You → "Don't mock the database in tests"
Claude → Proposes rule → You approve → Saved to SQLite
Session 2: SessionStart loads all learnings + lists your wikis
UserPromptSubmit auto-injects top wiki hits when relevant
Claude writes integration tests, cites the right wiki page
Session 50: Correction rate near zero. Wiki has 200 cited claims.
Pro Workflow is published in two places: the Claude Code plugin marketplace (native), and skills add (cross-agent installer). Other agents do not have first-class plugins yet — skills add installs the skill bundle into each agent's native skill directory.
/plugin marketplace add rohitg00/pro-workflow
/plugin install pro-workflow@pro-workflow
skills add installs the 41 skills + 23 commands into each agent's native skill directory.
npx skills add rohitg00/pro-workflow
Notes:
rohitg00/pro-workflow (the GitHub form), not the bare name — skills add resolves providers from owner/repo, not marketplace slugs.Works with these agents: cursor, codex, gemini-cli, opencode, github-copilot, droid (factory), antigravity, amp, clawdbot, cline, codebuddy, commandcode, continue, crush, goose, kilo, kiro-cli, mcpjam, mux, neovate, openhands, pi, qoder, qwen, roo, trae, universal, vercel, windsurf, zencoder.
Roster notes (2026): windsurf relaunched as Devin Desktop, which speaks the Agent Client Protocol (ACP); gemini-cli was superseded by the Antigravity CLI for consumers. The adapter names above still resolve, but target the current product. MCP works across every agent in this list with the same setup. See references/modern-workflows-2026.md for the interop picture.
After install, run skills sync to register the skills with the target agent's config.
Manual install (any agent, any OS)
If neither path works for your setup, clone and copy the bundle directly. Adjust the destination to your agent's skill directory (e.g. ~/.cursor/rules/, ~/.gemini/extensions/, etc.).
git clone https://github.com/rohitg00/pro-workflow.git /tmp/pw
cd /tmp/pw && npm install && npm run build
cp -r /tmp/pw/templates/split-claude-md/* ./.claude/
cp -r /tmp/pw/skills ~/.claude/skills/
cp -r /tmp/pw/commands ~/.claude/commands/
cp /tmp/pw/hooks/hooks.json ~/.claude/hooks.json
/doctor # confirms SQLite store, hooks, skills load
/wrap-up # runs the end-of-session ritual (no-op on fresh install)
If /doctor reports KB: missing, run cd ~/.claude/plugins/*/pro-workflow && npm install && npm run build — the SQLite components need a build step a handful of marketplaces skip.
After install you have 41 skills and 23 slash commands. You don't need to memorize them; the agent picks the right skill from your prompt. The five commands below cover 80% of daily use:
| When | Command | What it does |
|---|---|---|
| Wrong correction repeats | /learn-rule | Capture the correction as a rule. Loaded on every future SessionStart. |
| End of a coding session | /wrap-up | Audit changes, persist learnings, write a handoff doc. |
| Researching a topic | /wiki init <slug> | Spin up a persistent FTS5 wiki. Auto-injected when you mention the topic later. |
| Stuck on a hard bug | /develop | Research → Plan → Implement phases with validation gates. |
| Before a PR | /smart-commit | Quality gates, staged review, conventional commit message. |
Full list: commands/ · skills/ · /list inside any session.
# 1. Self-correction (existing)
/learn-rule # capture a correction
/wrap-up # end session, persist learnings, audit changes
/insights # heatmaps, trends, productivity
# 2. Knowledge plane (v3.3, new)
/wiki init agent-memory --title "Agent Memory" --flavor research
/wiki page agent-memory wiki/concepts/episodic-memory.md --type concept
/wiki ask "what is episodic memory" --wiki agent-memory
# 3. Auto-research (budget-capped, opt-in)
/wiki seed agent-memory "memory consolidation in agents"
/wiki research agent-memory --max-pages 5 --budget-usd 0.50
# 4. Hybrid retrieval (BM25 + vector RRF, optional)
/wiki embed agent-memory # configure an OpenAI or Voyage key for this plugin
/wiki hybrid "consolidation patterns" --wiki agent-memory
# 5. Multi-LLM deliberation (transcript persists as a wiki page)
/wiki council "should we adopt episodic memory?" --wiki agent-memory
# 6. Browse the wiki visually (single-file HTML, S3-shareable)
/wiki view agent-memory
open ~/.pro-workflow/wikis/agent-memory/derived/viewer.html
# Kill switch for any auto loop
touch ~/.pro-workflow/STOP
UserPromptSubmit auto-loads top-3 wiki hits when prompts mention indexed topics. SessionStart lists registered wikis and recent learnings.
Persistent knowledge plane on top of self-correction memory.
| Skill | Purpose |
|---|---|
| wiki-builder | Persistent FTS5-indexed research wikis. 9 flavors: research, paper, domain, product, person, organization, project, codebase, incident. Path-traversal-guarded. |
| wiki-query | BM25 retrieval with snippets. ask, related, show. Auto-injects on UserPromptSubmit. |
| wiki-research-loop | Budget-capped BFS. Pluggable source fetchers (web/arXiv/GitHub + custom). Convergence detection, kill-switch, atomic seed claim, try/finally state guards. |
| llm-council | Provider-agnostic 3-phase deliberation (Anthropic/OpenAI/OpenRouter/Fireworks/custom). Promise.allSettled so one provider failure doesn't abort the run. Transcript persists as a wiki page. |
| survey-generator | Provider-agnostic literature survey. Output target = wiki markdown page. Bibliography validation (uniqueness + section-paper refs), citation IDs aligned with sources.md rows. |
| wiki-viewer | Single-file HTML viewer for any wiki: pages + sources + seeds + link graph + in-browser search + "copy as seed" CTAs. S3-shareable. Applied lessons from Thariq Shihipar's HTML-as-output thesis. |
Plus: /wiki command (now with view), learn-rule Wiki: <slug> scoping, schema additions (wikis, wiki_pages + FTS5, wiki_sources, wiki_claims, wiki_seeds, wiki_embeddings, learnings_wiki), reactive file-watcher seed enqueue, cron-tick driver, /doctor extended with KB + provider sections.
| Feature | Pro Workflow | Superpowers | ECC | gstack | GSD |
|---|---|---|---|---|---|
| Self-correcting memory (SQLite + FTS5) | Yes | No | No | No | No |
| Persistent research wikis (FTS5) | Yes | No | No | No | No |
| Auto-research loop (budget-capped BFS) | Yes | No | No | No | No |
| Hybrid retrieval (BM25 + vector + RRF) | Yes | No | No | No | No |
| Multi-provider LLM council | Yes | No | No | No | No |
LLM-powered hooks (type: "prompt") | Yes | No | No | No | No |
| Permission denial analysis | Yes | No | No | No | No |
| Compaction-aware state preservation | Yes | No | No | No | No |
| Cost tracking and budget alerts | Yes | No | No | No | No |
| MCP overhead auditing | Yes | No | No | No | No |
| Cross-agent (32+ agents via skills add) | Yes | No | Some | No | No |
| Skills | 34 | 14 | 140+ | 18+ | 0 |
| Agents | 8 | 5 | 36 | 0 | 18 |
| Commands | 22 | 3 | 60+ | 5+ | 57 |
| Hook events | 22 | 8 | 18 | 0 | 0 |
Knowledge plane (new in v3.3)
| Skill | What it does |
|---|---|
| wiki-builder | Scaffold + register FTS5-indexed research wikis |
| wiki-query | BM25 retrieval, snippets, related, show |
| wiki-research-loop | Budget-capped BFS over web/arXiv/GitHub fetchers |
| llm-council | Provider-agnostic 3-phase multi-LLM deliberation |
| survey-generator | Literature survey artifact, output to a wiki page |
| wiki-viewer | Single-file HTML viewer (pages, sources, seeds, link graph, search) |
Quality gates and observability
| Skill | What it does |
|---|---|
| smart-commit | Quality gates, staged review, conventional commits |
| llm-gate | AI-powered commit and secret hooks (type: "prompt") |
| permission-tuner | Analyze denials, generate allow/deny rules |
| compact-guard | State preservation through compaction cycles |
| cost-tracker | Session cost awareness with budget benchmarks |
| mcp-audit | MCP server token-overhead analysis |
| token-efficiency | Anti-sycophancy + tool-call budgets + read-before-write |
| safe-mode | Guardrails for destructive operations |
Stars on GitHub
View @rohitg00’s profileA CLI toolkit for managing AI agent skills. It installs, translates and shares portable skills across Claude Code, Cursor, Codex, Copilot and other agents, and includes a find-skills skill for searching marketplaces.
@rohitg00Gives AI coding agents persistent memory across sessions, capturing observations automatically and offering recall, session history, hybrid search, and a knowledge graph through skills, commands, and MCP tools.
@rohitg00A free AI engineering curriculum for Claude Code users, with skills that route you to the right lessons, quiz you by phase, guide hands-on projects, and prep for Claude certifications. It also draws SVG figures for lessons and docs.
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@titanwingsA Claude Code workflow plugin that learns from your corrections and keeps a self-correcting memory across sessions. It adds skills for agent teams, parallel worktree batch changes, bug capture as GitHub issues, project auto-setup and context compaction. Install it with the command on its page. It includes agent-teams, auto-setup, batch-orchestration. Its skills do not fire on their own yet. Free and open source.
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