
Ocr
- 321 repo stars
- Updated July 28, 2026
- spencermarx/open-code-review
Helps with ai & agent building tasks.
About
ocr is a Claude Code skill for ai & agent building. It helps developers move faster with AI-assisted coding.
- ocr
- AI & Agent Building
- AI-coding skill
Ocr by the numbers
- Data as of Aug 5, 2026 (Skillselion catalog sync)
/plugin marketplace add spencermarx/open-code-review/plugin install ocr@aclarifyAdd your badge
Show developers this skill is listed on Skillselion. Paste this into your README.
| repo stars | ★ 321 |
|---|---|
| Last updated | July 28, 2026 |
| Repository | spencermarx/open-code-review ↗ |
What it does
Helps with ai & agent building tasks.
README.md
@open-code-review/agents
Skill definitions, reviewer personas, and workflow references that power Open Code Review.
Getting Started
All OCR workflows require the CLI for session state management. Install it first:
# 1. Install the CLI
npm install -g @open-code-review/cli
# 2. Initialize in your project (copies these assets to .ocr/)
cd your-project
ocr init
To update after a package upgrade:
ocr update
This updates skills and workflow references while preserving your .ocr/config.yaml and all reviewer personas (both default and custom).
Via Claude Code Plugin
/plugin marketplace add spencermarx/open-code-review
/plugin install ocr@aclarify
What This Package Contains
agents/
├── skills/ocr/ # The OCR skill
│ ├── SKILL.md # Tech Lead orchestration logic
│ ├── references/
│ │ ├── workflow.md # 8-phase review workflow
│ │ ├── session-files.md # Authoritative file manifest
│ │ ├── session-state.md # State management
│ │ ├── discourse.md # Multi-agent debate rules
│ │ ├── final-template.md # Final review template
│ │ └── reviewers/ # Persona definitions (customizable)
│ │ ├── principal.md # Architecture, design patterns
│ │ ├── quality.md # Code style, best practices
│ │ ├── security.md # Auth, data handling, vulnerabilities
│ │ ├── testing.md # Coverage, edge cases
│ │ ├── martin-fowler.md # Famous engineer persona
│ │ └── ... # 28 personas total
│ └── assets/
│ ├── config.yaml # Default configuration
│ └── reviewer-template.md
├── commands/ # Slash command definitions
│ ├── review.md
│ ├── map.md
│ ├── doctor.md
│ ├── history.md
│ ├── show.md
│ ├── reviewers.md
│ ├── post.md
│ ├── address.md
│ └── translate-review-to-single-human.md
└── .claude-plugin/ # Claude Code plugin manifest
└── plugin.json
Commands
| File | Windsurf | Claude Code / Cursor |
|---|---|---|
review.md |
/ocr-review |
/ocr:review |
map.md |
/ocr-map |
/ocr:map |
post.md |
/ocr-post |
/ocr:post |
doctor.md |
/ocr-doctor |
/ocr:doctor |
reviewers.md |
/ocr-reviewers |
/ocr:reviewers |
history.md |
/ocr-history |
/ocr:history |
show.md |
/ocr-show |
/ocr:show |
address.md |
/ocr-address |
/ocr:address |
create-reviewer.md |
/ocr-create-reviewer |
/ocr:create-reviewer |
sync-reviewers.md |
/ocr-sync-reviewers |
/ocr:sync-reviewers |
translate-review-to-single-human.md |
/ocr-translate-review-to-single-human |
/ocr:translate-review-to-single-human |
Why two formats? Windsurf requires flat command files with a prefix (/ocr-command), while Claude Code and Cursor support subdirectories (/ocr:command). Both invoke the same underlying functionality.
Skill Architecture
The SKILL.md file defines the Tech Lead role — the orchestrator that:
- Discovers project context (config, OpenSpec, reference files)
- Analyzes changes and identifies risk areas
- Selects and spawns reviewer personas based on your team configuration
- Facilitates discourse between reviewers
- Synthesizes findings into a unified review
Reviewer Personas
28 personas across four tiers:
| Tier | Personas |
|---|---|
| Generalists | Principal, Quality, Fullstack, Staff Engineer, Architect |
| Specialists | Security, Testing, Frontend, Backend, Performance, DevOps, Infrastructure, Reliability, Mobile, Data, DX, Docs Writer, Accessibility, AI |
| Famous Engineers | Martin Fowler, Kent Beck, Sandi Metz, Rich Hickey, Kent Dodds, Anders Hejlsberg, John Ousterhout, Kamil Mysliwiec, Tanner Linsley, Vladimir Khorikov |
| Custom | Your own domain-specific reviewers |
Famous Engineer personas review through the lens of each engineer's published work and philosophy — e.g., Martin Fowler focuses on refactoring and domain modeling, Kent Beck on test-driven development, Sandi Metz on object-oriented design.
Create custom reviewers via the /ocr:create-reviewer command or by adding .md files to .ocr/skills/references/reviewers/. See the reviewer template.
Ephemeral reviewers can be added per-review with --reviewer — no persistence required. See the review.md command spec for details.
Multi-model teams — assign different models to different reviewers via .ocr/config.yaml. Three forms (shorthand, { count, model }, per-instance list), optional model aliases, and an optional workspace default. See the main README for details.
Map Agent Personas
The /ocr:map command uses specialized agents:
| Persona | Role |
|---|---|
| Map Architect | Analyzes change topology, determines section groupings and review ordering |
| Flow Analyst | Traces upstream/downstream dependencies, groups related changes by data and control flow |
| Requirements Mapper | Maps changes to requirements/specs, identifies coverage gaps |
These run with configurable redundancy (default: 2). See .ocr/config.yaml → code-review-map.agents.
Session Structure
.ocr/sessions/{YYYY-MM-DD}-{branch}/
├── discovered-standards.md # Project context (shared across rounds)
├── context.md # Change analysis (shared)
└── rounds/
├── round-1/
│ ├── reviews/ # Individual reviewer outputs
│ │ ├── principal-1.md
│ │ ├── quality-1.md
│ │ └── ephemeral-1.md # From --reviewer (if used)
│ ├── discourse.md # Cross-reviewer discussion
│ └── final.md # Synthesized review
└── round-2/ # Created on re-review
├── map/
│ └── runs/
│ └── run-1/
│ ├── map.md # Code Review Map
│ └── flow-analysis.md # Dependency graph (Mermaid)
Running /ocr-review again on an existing session creates a new round if the previous round is complete. See references/session-files.md for the complete file manifest.
License
Apache-2.0