|
| 1 | +# Reference Repo Summaries |
| 2 | + |
| 3 | +Static summaries of all 7 repos for quick lookup without cloning. |
| 4 | + |
| 5 | +--- |
| 6 | + |
| 7 | +## 1. oh-my-openagent |
| 8 | +**URL:** https://github.com/code-yeongyu/oh-my-openagent |
| 9 | +**Stack:** TypeScript, Bun, OpenCode plugin |
| 10 | +**What it is:** A powerful OpenCode plugin that adds named agents (Prometheus, Atlas, Hephaestus, Sisyphus-Junior) with model-variant routing, tmux session management, and multi-agent delegation via `delegate-task`. |
| 11 | + |
| 12 | +**Key Patterns:** |
| 13 | +- **Agent factory pattern**: `createAtlasAgent()`, `createHephaestusAgent()` — each agent is a factory with model-variant routing |
| 14 | +- **Prompt variants per model**: `default.md` (Claude), `gpt.md`, `gemini.md`, `kimi.md` — same agent, different prompt per provider |
| 15 | +- **Delegate-task orchestration**: Atlas spawns Sisyphus-Junior subagents via `task()` calls; never self-reports, always verifies |
| 16 | +- **Model resolution pipeline**: `resolveModel(input)` → UI override → agent-specific → fallback chain |
| 17 | +- **Tmux integration**: `createTmuxSession()`, `spawnPane()` for multi-pane agent workflows |
| 18 | +- **Session management**: `SessionCursor`, `trackInjectedPath()`, `SessionToolsStore` |
| 19 | +- **Config migration**: `migrateConfigFile()` with `AGENT_NAME_MAP`, `HOOK_NAME_MAP`, `MODEL_VERSION_MAP` |
| 20 | + |
| 21 | +**Key Files:** |
| 22 | +- `src/agents/atlas/agent.ts` — orchestrator agent factory |
| 23 | +- `src/agents/prometheus/system-prompt.ts` — strategic planner prompt loader |
| 24 | +- `src/agents/hephaestus/agent.ts` — autonomous deep worker |
| 25 | +- `src/agents/sisyphus-junior/agent.ts` — category-spawned executor |
| 26 | +- `src/shared/index.ts` — barrel export of 297 utility files |
| 27 | +- `src/shared/model-availability.ts` — `resolveModel()`, `checkModelAvailability()` |
| 28 | +- `packages/prompts-core/` — model-neutral prompt markdown files |
| 29 | + |
| 30 | +--- |
| 31 | + |
| 32 | +## 2. opencode |
| 33 | +**URL:** https://github.com/anomalyco/opencode |
| 34 | +**Stack:** TypeScript, Bun, SST, monorepo (Turbo) |
| 35 | +**What it is:** The open source AI coding agent. Terminal UI with provider abstraction, extension system, desktop app, and a well-structured monorepo. |
| 36 | + |
| 37 | +**Key Patterns:** |
| 38 | +- **Provider abstraction**: Clean separation between LLM provider and agent logic |
| 39 | +- **Monorepo layout**: `packages/` with `tui/`, `desktop/`, `web/`, `identity/` |
| 40 | +- **SST for infra**: Config-as-code for cloud deployment |
| 41 | +- **Desktop + TUI**: Supports both Electron-style desktop and pure terminal modes |
| 42 | +- **Zed extension**: `packages/extensions/zed/` for IDE integration |
| 43 | + |
| 44 | +**Key Files:** |
| 45 | +- `packages/tui/` — terminal UI implementation |
| 46 | +- `packages/desktop/` — Electron-style desktop wrapper |
| 47 | +- `sst.config.ts` — infrastructure config |
| 48 | +- `turbo.json` — monorepo build pipeline |
| 49 | + |
| 50 | +--- |
| 51 | + |
| 52 | +## 3. oh-my-pi |
| 53 | +**URL:** https://github.com/can1357/oh-my-pi |
| 54 | +**Stack:** TypeScript + Rust, Bun ≥ 1.3.14 |
| 55 | +**What it is:** Fork of Pi by @mariozechner. "A coding agent with the IDE wired in." 40+ providers, 32 built-in tools, 13 LSP ops, 27 DAP ops, ~27k lines of Rust core. |
| 56 | + |
| 57 | +**Key Patterns:** |
| 58 | +- **Benchmarked tool use**: Every tool is tuned for first-attempt success rate; `packages/typescript-edit-benchmark/` has full benchmark harness |
| 59 | +- **LSP integration**: 13 language server protocol operations built in |
| 60 | +- **DAP integration**: 27 debug adapter protocol operations built in |
| 61 | +- **Multi-provider**: 40+ providers with provider-neutral abstraction |
| 62 | +- **Rust core + TS surface**: Performance-critical code in Rust, developer-facing API in TypeScript |
| 63 | +- **Mutation testing**: `src/mutations.ts` for benchmark task generation |
| 64 | + |
| 65 | +**Key Files:** |
| 66 | +- `packages/typescript-edit-benchmark/src/` — full benchmark framework |
| 67 | +- `packages/typescript-edit-benchmark/src/tasks.ts` — benchmark task definitions |
| 68 | +- `packages/typescript-edit-benchmark/src/runner.ts` — benchmark runner |
| 69 | +- `packages/typescript-edit-benchmark/src/prompts/` — benchmark prompt templates |
| 70 | + |
| 71 | +--- |
| 72 | + |
| 73 | +## 4. codebuff |
| 74 | +**URL:** https://github.com/CodebuffAI/codebuff |
| 75 | +**Stack:** TypeScript, multi-agent pipeline |
| 76 | +**What it is:** AI coding assistant that coordinates specialized agents. Beats Claude Code 61% vs 53% on 175+ coding tasks. Has a `freebuff` free tier. |
| 77 | + |
| 78 | +**Key Patterns:** |
| 79 | +- **4-agent pipeline**: File Picker → Planner → Editor → Reviewer — each is a specialized agent |
| 80 | +- **Tree-sitter code map**: `packages/code-map/` uses tree-sitter for language-aware code parsing across 10+ languages |
| 81 | +- **Agent composition**: Multi-agent as a *strategy*, not just concurrency — each agent has a specific role |
| 82 | +- **Custom agent builder**: `/init` command generates agent scaffolding |
| 83 | +- **Eval-driven development**: `evals/` directory with 175+ tasks across real open-source repos |
| 84 | + |
| 85 | +**Key Files:** |
| 86 | +- `packages/code-map/src/index.ts` — code map entry point |
| 87 | +- `packages/code-map/src/languages.ts` — language detection |
| 88 | +- `packages/code-map/src/tree-sitter-queries/` — per-language AST queries |
| 89 | +- `evals/README.md` — eval methodology |
| 90 | + |
| 91 | +--- |
| 92 | + |
| 93 | +## 5. codex (OpenAI Codex CLI) |
| 94 | +**URL:** https://github.com/openai/codex |
| 95 | +**Stack:** TypeScript, Node.js |
| 96 | +**What it is:** OpenAI's official local coding agent CLI. Single binary, sandboxed execution, ChatGPT plan integration. |
| 97 | + |
| 98 | +**Key Patterns:** |
| 99 | +- **Sandbox-first execution**: All tool use is sandboxed; firewall init script at `scripts/init_firewall.sh` |
| 100 | +- **Container execution**: `run_in_container.sh` for isolated runs |
| 101 | +- **Hardened tool use**: Security-first design, execution policy, network isolation |
| 102 | +- **Multiple install paths**: npm, Homebrew, binary releases — portable distribution |
| 103 | +- **Bazel build**: `BUILD.bazel`, `MODULE.bazel` for reproducible builds |
| 104 | + |
| 105 | +**Key Files:** |
| 106 | +- `codex-cli/bin/codex.js` — CLI entry point |
| 107 | +- `codex-cli/scripts/init_firewall.sh` — firewall/sandbox setup |
| 108 | +- `codex-cli/scripts/run_in_container.sh` — container execution |
| 109 | +- `codex-cli/package.json` — deps and scripts |
| 110 | + |
| 111 | +--- |
| 112 | + |
| 113 | +## 6. claude-code (CCB — Claude Code Best) |
| 114 | +**URL:** https://github.com/claude-code-best/claude-code |
| 115 | +**Stack:** TypeScript, Bun |
| 116 | +**What it is:** Decompiled/reconstructed Claude Code (CCB = 踩踩背) with many enterprise features: Pipe IPC multi-instance, ACP protocol (Zed/Cursor IDE), Remote Control Docker deployment, Langfuse monitoring, Web Search, Computer Use, Chrome Use, Voice Mode, Sentry, GrowthBook. |
| 117 | + |
| 118 | +**Key Patterns:** |
| 119 | +- **Pipe IPC**: `main/sub` auto-orchestration + LAN cross-machine zero-config discovery; `/pipes` panel + `Shift+↓` + message broadcast routing |
| 120 | +- **ACP Protocol**: Session resume, Skills, permission bridging for Zed/Cursor |
| 121 | +- **Remote Control**: Docker self-hosted remote UI — watch Claude Code from your phone |
| 122 | +- **Langfuse monitoring**: Every agent loop step is observable and can be converted to datasets |
| 123 | +- **Feature flags**: GrowthBook integration for enterprise feature gating |
| 124 | +- **Memory management**: `/dream` command for memory consolidation |
| 125 | +- **Poor Mode**: Disable memory extraction + typing suggestions to reduce concurrent requests |
| 126 | + |
| 127 | +**Key Files:** |
| 128 | +- `src/types/message.ts` — message types |
| 129 | +- `src/types/tools.ts` — tool type definitions |
| 130 | +- `src/types/plugin.ts` — plugin system types |
| 131 | +- `src/types/hooks.ts` — hook system |
| 132 | + |
| 133 | +--- |
| 134 | + |
| 135 | +## 7. pi-agent-rust |
| 136 | +**URL:** https://github.com/Dicklesworthstone/pi_agent_rust |
| 137 | +**Stack:** Rust 2024 edition, `asupersync` async runtime, `rich_rust` TUI |
| 138 | +**What it is:** High-performance Rust port of Pi Agent by Jeffrey Emanuel. Single binary, <100ms startup, <50MB idle memory, SQLite sessions, WASM extension security, io_uring fast lane. |
| 139 | + |
| 140 | +**Key Patterns:** |
| 141 | +- **SQLite session store**: `src/session_sqlite.rs` — segmented log + offset index, O(index+tail) reopen on large histories |
| 142 | +- **Hostcall security model**: Capability-gated hostcalls: `tool`/`exec`/`http`/`session`/`ui`/`events`; two-stage exec guard; trust lifecycle `pending→acknowledged→trusted→killed` |
| 143 | +- **io_uring fast lane**: `src/hostcall_io_uring_lane.rs` — deterministic dispatch, typed opcodes, bounded shard queues |
| 144 | +- **WASM extension runtime**: `src/pi_wasm.rs` — startup prewarm, warm isolate reuse, DCG/heredoc AST signals for dangerous shell detection |
| 145 | +- **SSE streaming parser**: Tracks scanned bytes, handles UTF-8 tails, normalizes chunk boundaries, interns event-type strings |
| 146 | +- **Multi-provider**: `src/providers/` — Anthropic, OpenAI, Vertex, Azure, Cohere, GitLab, Copilot |
| 147 | +- **Benchmarks**: `benches/` — tools, semantic context, session save, TUI perf, extensions |
| 148 | +- **Shadow dual execution**: Automatic backoff on divergence; compatibility-lane kill switches |
| 149 | + |
| 150 | +**Key Files:** |
| 151 | +- `src/session_sqlite.rs` — session persistence |
| 152 | +- `src/agent_cx.rs` — agent execution context |
| 153 | +- `src/extension_dispatcher.rs` — WASM extension dispatch |
| 154 | +- `src/hostcall_io_uring_lane.rs` — fast-path hostcall routing |
| 155 | +- `src/providers/anthropic.rs` — Anthropic provider |
| 156 | +- `src/pi_wasm.rs` — WASM runtime |
| 157 | +- `benches/` — full benchmark suite |
| 158 | +- `Cargo.toml` — deps: `asupersync`, `rich_rust`, edition 2024 |
| 159 | + |
| 160 | +--- |
| 161 | + |
| 162 | +## Cross-Repo Quick Reference |
| 163 | + |
| 164 | +| Feature Domain | Best Source Repo(s) | |
| 165 | +|----------------|---------------------| |
| 166 | +| Multi-agent orchestration | oh-my-openagent (Atlas/delegate-task), codebuff (4-agent pipeline) | |
| 167 | +| Model/provider abstraction | oh-my-openagent (resolveModel), oh-my-pi (40+ providers), pi-agent-rust (src/providers/) | |
| 168 | +| Session persistence | pi-agent-rust (SQLite), claude-code (memory/dream) | |
| 169 | +| Security & sandboxing | codex (firewall), pi-agent-rust (capability gates, trust lifecycle) | |
| 170 | +| Benchmarking | oh-my-pi (typescript-edit-benchmark), pi-agent-rust (benches/) | |
| 171 | +| IDE integration | oh-my-pi (LSP/DAP), claude-code (ACP/Zed/Cursor) | |
| 172 | +| Streaming | pi-agent-rust (SSE parser), opencode (provider abstraction) | |
| 173 | +| Extension/plugin system | pi-agent-rust (WASM), oh-my-openagent (OpenCode plugin), claude-code (ACP) | |
| 174 | +| Monitoring/observability | claude-code (Langfuse, Sentry), pi-agent-rust (runtime risk ledger) | |
| 175 | +| TUI design | opencode (terminal UI), pi-agent-rust (rich_rust), oh-my-pi (IDE-wired) | |
| 176 | +| Code understanding | codebuff (tree-sitter code map), oh-my-openagent (ripgrep-cli) | |
| 177 | +| Prompt engineering | oh-my-openagent (per-model prompt variants), oh-my-pi (benchmark prompts) | |
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