CodMate - A unified workspace for Coding Agents

CodMate is a macOS SwiftUI app for managing CLI AI sessions: browse, search, organize, resume, and review work produced by Codex, Claude Code, and Gemini CLI.

It focuses on speed (incremental indexing + caching), a compact three-column UI, and “ship it” workflows like Project Review (Git Changes) and one-click Resume/New.

Status: macOS 13.5+, Swift 6 toolchain. Universal binary (arm64 + x86_64).

Project status (Archival note)

I plan to archive CodMate after this update. Here is the reasoning that led me to this decision:

• Scope drift with limited new insight: CodMate grew from a simple history viewer into a broader desktop GUI for experience, integration, and workflow consolidation. However, it has not pushed the core exploration of Agents/LLMs as much as I hoped.
• Traditional heavyweight GUI is no longer the right center of gravity: the underlying Agent/LLM ecosystem evolves quickly, and a heavier desktop GUI becomes harder to justify when CLI/TUI approaches can iterate faster with less inertia. What feels more important to me now is a broader HUI (Human Usability Interface) direction: designing interfaces that help humans work effectively with rapidly improving AI systems, rather than anchoring exploration to one traditional app surface.
• Ecosystem already covers part of the gap: Codex and Claude Code now offer VS Code/Zed extensions that share history with their CLI sessions, which increasingly addresses the original problem CodMate set out to solve.
• Model exploration now calls for a different center of gravity: I want to spend more time learning how different model families are best used in practice — not just comparing open or low-cost options, but understanding where each type fits. The community already has strong examples such as oh-my-openagent, and there are also emerging Generative UI directions such as A2UI that I want to keep watching and learning from. In a time when AI/LLMs are accelerating what can be created through logic alone, I think the human-facing usability layer is becoming more urgent, not less.
• The architecture also boxed the project into macOS: CodMate’s SwiftUI desktop design helped it move quickly at first, but it also constrained the project to one environment. For the next phase, I want more room for cross-platform orchestration and CLI-first experimentation rather than continuing from a macOS-only foundation.

This does not diminish what CodMate achieved. If anything, the recent increase in attention around CodMate makes the tradeoff clearer to me: people are clearly interested in better ways to work with CLI agents, and I still believe interface design around these systems matters deeply. But I no longer think this particular macOS GUI is the best place for me to continue that exploration. The focus shift is toward orchestration, model-specific workflows, HUI, and more portable foundations.

Where this exploration continues

While I will keep many of the ideas behind CodMate in mind, the project I am actively building now is MCPMate.

MCPMate is not a brand-new project. I started shaping it around May last year, paused it around October, and recently returned to it with a clearer view of where MCP has irreplaceable value. It was previously closed-source and is now being reopened in public.

At a high level, MCPMate is a management center for MCP servers and AI clients. The direction I care about most there is usability: building on its earlier profile-based approach for removing redundant capabilities in specific scenarios, and extending its hosted mode toward a more progressively disclosed smart mode. Part of the goal is to bring some of the lower first-token-cost and lower-friction qualities that people appreciated in skills- and CLI-shaped workflows into MCP as well.

So while CodMate is ending here, the broader exploration is not. If CodMate resonated with you, I would love for you to take a look at MCPMate and share feedback.

Download

• Latest release (DMG): GitHub Releases

Why CodMate

• Find anything fast: a global search panel (⌘F) with scoped search + progress/cancel, plus quick list filtering.
• Keep work organized: Projects + Tasks let you group sessions by repo and by goal, with a shareable task context file.
• Continue instantly: Resume/New into Terminal/iTerm2/Warp (or embedded terminal in non-sandbox builds), with copyable exact commands.
• Review & commit without leaving the app: Project Review shows diffs, staging state, and supports commit (with optional AI commit message generation).

Features (organized by value)

Organize and understand sessions across CLIs

• Multi-source session browsing:
  • Codex: ~/.codex/sessions (.jsonl)
  • Claude Code: ~/.claude/projects (.jsonl)
  • Gemini CLI: ~/.gemini/tmp (Gemini’s session storage)
• Sidebar navigation:
  • Projects list with counts, including “All” and an unassigned/Other bucket.
  • Calendar (pinned bottom) with per-day counts and a Created/Updated toggle.
  • Directory-based navigation built from session cwd statistics.
• Session list:
  • Default scope is Today for fast first paint.
  • Sorting: Most Recent (created/updated aware), Duration, Activity, etc.
  • Rows show title, timestamps/duration, snippet, and compact metrics (user/assistant/tool/reasoning), plus states like running/updating/awaiting follow-up.

Projects + Tasks (workspaces instead of loose logs)

• Projects:
  • Create/edit projects (name, directory, overview, trust level, optional runtime profile).
  • Assign sessions to projects via row actions/context menus.
  • Storage: ~/.codmate/projects/ (project metadata + memberships mapping).
  • “New” sessions started inside a project can be auto-assigned to that project.
• Tasks (within projects):
  • Create/edit/delete tasks, collapse/expand task groups, and assign/move sessions into tasks.
  • Task context sync: generates/updates a shareable context file and prepares a prompt pointing to it.
  • Storage: ~/.codmate/tasks/ (task metadata + relationships mapping).

Resume/New (local, remote, embedded)

• Resume:
  • Launch in Terminal.app / iTerm2 / Warp, or embedded terminal (non-App Store / non-sandbox builds).
  • When embedded is active, CodMate can show a Copy real command action for reproducibility.
• New:
  • Start a fresh session from the focused session’s cwd (and project profile when available).
  • Start sessions directly from a selected project, even without a focused session.
• Remote Hosts (SSH mirroring):
  • Enable hosts from ~/.ssh/config, then mirror remote sessions over SSH.
  • Remote bases:
    • Codex remote: $HOME/.codex/sessions
    • Claude remote: $HOME/.claude/projects
  • Mirror cache is stored under ~/Library/Caches/CodMate/remote/.

Search, export, and metadata (make history useful)

• Global Search (⌘F):
  • Floating window or toolbar popover style (configurable).
  • Scope picker + progress/cancel for long searches.
• Rename/comment:
  • Click the session title in the detail pane to edit title/comment.
  • Storage: ~/.codmate/notes/<sessionId-sanitized>.json (with automatic migration from legacy locations).
• Conversation export:
  • Export Markdown from the detail pane.
  • Settings allow choosing which message types appear in the timeline and which are included in Markdown export.

Project Review (Git Changes) + AI commit message generation

• Git Changes surface (Project Review mode):
  • Lists changed files, supports stage/unstage, and shows unified diff or raw preview.
  • Commit UI with message editor and Commit action.
  • Optional AI generate commit message (uses your selected Provider/Model and a prompt template from settings).
  • Repo authorization is on-demand (especially relevant in sandboxed builds).
• Settings › Git Review:
  • Diff options (line numbers, soft wrap).
  • Commit generation: choose Provider/Model and an optional prompt template.

Providers, MCP, notifications, diagnostics (make the ecosystem manageable)

• Providers (Settings › Providers):
  • Add/edit providers with Codex + Claude endpoints, shared API key env var, wire API (Chat/Responses), and model catalog with capability flags.
  • Built-in templates are bundled from payload/providers.json; user registry is stored at ~/.codmate/providers.json.
  • Built-in health check: Test endpoints before saving.
• MCP Servers (Settings › MCP Server):
  • Uni-Import (paste/drag JSON), per-server enable toggle, per-target toggles (Codex/Claude/Gemini), and connectivity Test.
  • Storage: ~/.codmate/mcp-servers.json
  • Exports enabled servers into ~/.claude/settings.json (and writes a helper file ~/.codmate/mcp-enabled-claude.json).
• Claude Code notifications (Settings › Claude Code › Notifications):
  • Installs/removes hooks that forward permission/completion events via codmate://notify and provides a self-test.
• Dialectics (Settings › Dialectics):
  • Deep diagnostics for session roots, notes/projects dirs, environment, and ripgrep indexes.
  • One-click “Save Report…” plus rebuild actions for coverage/session index.

Keyboard shortcuts

• ⌘,: Settings
• ⌘F: Global Search
• ⌘R: Refresh (also recomputes global sidebar statistics)
• ⌘1: Toggle sidebar
• ⌘2: Toggle session list

Data locations (quick reference)

• Codex sessions: ~/.codex/sessions
• Claude sessions: ~/.claude/projects
• Gemini sessions: ~/.gemini/tmp
• Notes: ~/.codmate/notes/
• Projects: ~/.codmate/projects/
• Tasks: ~/.codmate/tasks/
• Providers registry: ~/.codmate/providers.json
• MCP servers: ~/.codmate/mcp-servers.json
• Session index cache (SQLite): ~/.codmate/sessionIndex-v4.db
• Additional caches: ~/Library/Caches/CodMate/ (includes remote mirrors and best-effort caches)

Performance

• Fast path indexing: memory‑mapped reads; parse the first ~64 lines plus tail sampling (up to ~1 MB) to fix lastUpdatedAt.
• Background enrichment: full parse in constrained task groups; batched UI updates.
• Full‑text search: chunked scan (128 KB), case‑insensitive; avoids lowercasing the whole file.
• Caching: persistent SQLite index + best-effort caches to keep subsequent launches fast.
• Sidebar statistics are global and decoupled from the list scope to keep navigation snappy.

Architecture

• App: macOS SwiftUI (min macOS 13.5). SwiftPM-only build.
• MVVM layering
  • Models: SessionSummary, SessionEvent, DateDimension, SessionLoadScope, …
  • Services: SessionIndexer, SessionCacheStore, SessionActions, SessionTimelineLoader, CodexConfigService, SessionsDiagnosticsService
  • ViewModel: SessionListViewModel
  • Views: SwiftUI only (no business logic)
• Concurrency & IO
  • Services that share caches are actors; UI updates on MainActor only.
  • Cancel previous tasks on search/scope changes; guard Task.isCancelled in loops.
  • File IO prefers Data(mappedIfSafe:) and chunked reads; avoids loading huge files into Strings.

Known Pitfalls

• Prefer a toolbar search field (far‑right aligned) over .searchable to avoid hijacking toolbar slots on macOS.
• Outline row height needs explicit tightening (see defaultMinListRowHeight and insets in the row views).

Development Tips

• Run tests: swift test.
• Formatting: follow existing code style; keep changes minimal and focused.
• Performance: measure large trees; first paint should be fast; enrichment is incremental.

License

• Apache License 2.0. See LICENSE for full text.
• NOTICE includes project attribution. SPDX: Apache-2.0.
• Third-party attributions and license texts: see THIRD-PARTY-NOTICES.md.