Complete AI coding workflow system. Orchestration patterns, 18 hook events, 8 agents, cross-agent support, reference guides, and searchable learnings. Works with Claude Code, Cursor, and 32+ agents.
ProWorkflow Complete AI coding workflow system from production use. Orchestration patterns, reference guides, and battle-tested habits that compound over time. Works with: Claude Code, Cursor…
Query pro-workflow wikis via SQLite FTS5 BM25 retrieval. Returns top-K passages with citations. Use when answering a question that any of the user's wikis already covers, when the user says "what does the wiki say about
…- SessionStart auto-load when prompt matches a known wiki topic Commands node $SKILL_ROOT/scripts/query.js search "<query" [--wiki <slug] [--limit 10] [--json] node $SKILL_ROOT/scripts/qu…
Render a self-contained HTML viewer for a pro-workflow wiki. Pages, sources, claims, seed queue, page-link graph and full-text search all in one file. No external dependencies, no JS framework, S3-uploadable. Use when th
…Single-file HTML view of a pro-workflow wiki. Reads ~/.pro-workflow/data.db, dumps the wiki into one self-contained HTML document with in-browser search, link graph and a seed-queue panel. Why H…
Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base. Each wiki is a folder of markdown pages with provenance, plus a shadow FTS5 index so any session can recall it. Use w
…- Global: ~/.pro-workflow/wikis/<slug/ — default, never committed - Project: <project/.claude/wikis/<slug/ — pass --scope project, committable Both register in the same ~/.pro-workf…
Auto-grow a pro-workflow wiki by running a budget-capped BFS research loop over pluggable source fetchers (web, arXiv, GitHub). Each iteration pops a seed from the queue, fetches sources, drafts a wiki page, dedupes clai
…- File ~/.pro-workflow/STOP exists (operator kill-switch) - wiki.config.md auto_research.enabled: false - Wiki private: true AND any non-local fetcher selected Commands node $SKILL_RO…
SkillOpt-flavored offline training loop for any SKILL.md. Treats accumulated learn-rule corrections as training trajectories, proposes bounded patches via an optimizer LLM, gates each candidate against a held-out validat
…- A pro-workflow skill has accumulated 8+ learn-rule rows for it - The user reports the skill is "getting bloated" or "rules keep being repeated" - The user wants offline, budget-capped improvement ov…
The index of every pro-workflow skill and command, grouped by job, with when to reach for each and whether it is human-run or auto-triggered. Use when you are not sure which skill fits, want the full map, or ask "what ca
…fires: [human] you invoke it deliberately, [auto] the agent reaches for it from your prompt. Keep this honest. When a skill is added, renamed, removed, or changes how it fits a flow, update this…
Configure file watching hooks to auto-react to config changes, env file updates, and dependency modifications. Use to set up reactive workflows.
…Use Claude Code's FileChanged and CwdChanged hooks to create reactive workflows that respond to file system changes. Trigger Use when: - Setting up auto-reload for config changes - Watching f…
Compile a structured literature survey on any AI/ML topic. Agent curates a research bundle (taxonomy + sections + bibliography of real papers) from a public anchor resource, then a chosen LLM generates the survey artifac
…Provider-agnostic literature-survey artifact generator. Output flows into a pro-workflow wiki, not a standalone HTML file — survives sessions and indexes for FTS5 retrieval. Diff vs dair-academy v…
Capture a correction or lesson as a persistent learning rule with category, mistake, and correction. Stores, categorises, and retrieves rules for future sessions. Use after mistakes or when the user says "remember this",
…Workflow 1. Identify the lesson — what mistake was made? What should happen instead? 2. Format the rule with full context. 3. Propose the addition and wait for user approval. 4. After approval, pe…
Auto-configure quality gates, hooks, and settings for a new project. Detects project type and sets up appropriate tooling. Use when onboarding a new codebase.
…Detect project type and configure pro-workflow quality gates automatically. Trigger Use when: - Starting work on a new project - Onboarding to an unfamiliar codebase - Setting up CI integration…
Provider-agnostic multi-LLM deliberation. Three phases — independent responses, cross-model anonymized ranking, chairman synthesis. Provider config from env (OPENAI/ANTHROPIC/FIREWORKS/OPENROUTER/custom OpenAI-compatible
…Karpathy's LLM Council pattern, provider-agnostic. dair-academy's version hardcoded Fireworks; ours reads any OpenAI-compatible endpoint via env. When to use - High-stakes plan review (/plan cr…
Track parallel work sessions and prevent confusion across multiple Claude Code instances. Every major step ends with a status line. Every question re-states project, branch, and task.
…Check for sibling Claude Code processes: bash pgrep -af "claude" grep -v "$$" head -5 Or check for active worktrees: bash git worktree list 2/dev/null Or look for session marker…
End-of-session ritual that audits changes, runs quality checks, captures learnings, and produces a session summary. Use when saying "wrap up", "done for the day", "finish coding", or ending a coding session.
…Workflow 1. Changes Audit — What files were modified? Anything uncommitted? TODOs left in code? 2. Quality Check — Run lint, typecheck, and tests. All passing? Any warnings? 3. Learning…
Generate a structured handoff document capturing current progress, open tasks, key decisions, and context needed to resume work. Use when ending a session, saying "continue later", "save progress", "session summary", or
…Workflow 1. Gather current state from git. 2. List completed, in-progress, and pending work. 3. Note key decisions made and their reasoning. 4. Capture any learnings from this session. 5. Generate…
Surface past learnings relevant to the current task before starting work. Searches correction history, recalls past mistakes, and applies prior patterns. Use when starting a task, saying "what do I know about", "previous
…Workflow 1. Extract keywords from the task description (e.g. "auth refactor" → auth, middleware, refactor). 2. Search learnings/memory for matching patterns: bash grep -i "auth\mid…
Create and manage git worktrees for parallel coding sessions with zero dead time. Use when blocked on tests, builds, wanting to work on multiple branches, context switching, or exploring multiple approaches simultaneousl
…Use when waiting on tests, long builds, exploring approaches, or needing to review and develop simultaneously. Quick Start Claude Code: bash claude --worktree or claude -w (auto-creat…
Run quality gates, review staged changes for issues, and create a well-crafted conventional commit. Use when saying "commit", "git commit", "save my changes", or ready to commit after making changes.
…Workflow 1. Check current state and identify what to commit. 2. Run quality gates (lint, typecheck, tests on affected files). 3. Scan staged changes for issues. 4. Draft a conventional commit mess…
LLM-powered quality verification using prompt hooks. Validates commit messages, code patterns, and conventions using AI before allowing operations. Use to set up intelligent guardrails.
…Use Claude Code's type: "prompt" hooks to create intelligent quality gates that use AI to verify operations. Trigger Use when: - Setting up commit message validation - Enforcing code convention…
Remove AI-generated code slop, unnecessary comments, and over-engineering from the current branch diff. Cleans up boilerplate, simplifies abstractions, strips defensive code, and in skill-file mode lints SKILL.md files f
…Workflow 1. Run diff commands to see all changes on the branch. 2. Identify slop patterns from the focus areas below. 3. Apply minimal, focused edits to remove slop. 4. Re-run git diff origin/mai…
Master the four operations of context engineering — Write, Select, Compress, Isolate. Manage token budgets, compaction strategies, and context partitioning to keep AI sessions sharp and efficient.
…CLAUDE.md Permanent project rules "Always use pnpm, never npm" NOTES.md / scratchpad Working state for current task Architecture decisions, open questions .claude/memory/ Learnin…
Coordinate multiple Claude Code sessions as a team — lead + teammates with shared task lists, mailbox messaging, and file-lock claiming. Patterns for team sizing, task decomposition, and when to use teams vs sub-agents v
…3-5 teammates is the productive range. Beyond that, the lead spends more time coordinating than the team saves. Task granularity: Aim for 5-6 tasks per teammate. Fewer means underutilization; mor…
Smart context compaction with state preservation. Saves critical files, task progress, and working state before compaction, restores after. Use before manual compact or when auto-compact triggers.
…Protect important context through compaction cycles. Based on Claude Code internals: compaction restores max 5 files with 5K tokens each, within a 50K total budget. Trigger Use before /compact…
rohitg00· 1d agoCommunity