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docs: add Session 6 competitive analysis to AMELIORATIONS.md#382

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echobt merged 1 commit intomasterfrom
feature/ameliorations-session-6-competitive-analysis
Jan 27, 2026
Merged

docs: add Session 6 competitive analysis to AMELIORATIONS.md#382
echobt merged 1 commit intomasterfrom
feature/ameliorations-session-6-competitive-analysis

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@echobt echobt commented Jan 27, 2026

Summary

Added comprehensive Session 6 competitive analysis of the latest features from Claude Code, Droid (Factory.ai), OpenCode, and Codex that are not present in Cortex CLI.

Key Discoveries

Claude Code (v2.1.20 / v2.2)

  • Skills with Isolated Context and Hot Reloading
  • Wildcard Pattern Matching for Skills
  • Real-Time Thinking Blocks
  • --add-dir support for loading CLAUDE.md from additional directories
  • PR Review Status Indicator with colors
  • Task Delete via TaskUpdate Tool

Droid (Factory.ai) (v0.46.0 - v0.52.0)

  • CLI Axiom Skill for querying CLI metrics and logs
  • Background Processes support with /bg-process command
  • MCP Registry expansion with 30+ new server integrations
  • Directory-Specific Sessions
  • Interleaved Thinking Support
  • Project-Level MCP Configs
  • PR Overview in FetchUrl

OpenCode

  • GitHub Agent with auto-installation (opencode github install)
  • Web Interface with mDNS discovery
  • MCP OAuth Management commands
  • Stats command with filtering options
  • Extensive environment variables

Codex (v0.89.0 - v0.92.0)

  • Network Sandbox Proxy with policy enforcement
  • Collaboration Mode Beta (Plan → Execute workflow)
  • Slack Integration Native (GA)
  • Codex SDK TypeScript for programmatic integration
  • Dynamic Tools Injection via API v2
  • Team Config for shared configuration
  • Multi-Agent Collaboration improvements with max-depth guardrails
  • /personality command
  • /permissions simplified command

Updated Statistics

  • 39 critical gaps identified
  • 55 important gaps identified
  • 82+ useful gaps identified
  • Estimated 15-18 months dev effort for critical features

Priority 1 (Critical) Features Added

  1. Skills Hot Reloading - Claude Code
  2. Network Sandbox Proxy - Codex
  3. Collaboration Mode Beta - Codex
  4. Slack Integration Native - Codex
  5. Codex SDK TypeScript - Codex
  6. MCP Registry 30+ Servers - Droid
  7. Dynamic Tools Injection - Codex
  8. Background Processes - Droid
  9. Team Config Sharing - Codex

Added comprehensive analysis of latest features from competitors:

Claude Code:
- Skills Hot Reloading and Isolated Context (v2.2)
- Wildcard Pattern Matching for Skills
- Real-Time Thinking Blocks
- --add-dir support for CLAUDE.md

Droid (Factory.ai):
- CLI Axiom Skill (v0.49.0)
- Background Processes with /bg-process (v0.26.8)
- MCP Registry expansion (30+ servers)
- Directory-Specific Sessions
- Interleaved Thinking Support

OpenCode:
- GitHub Agent with auto-installation
- Web Interface with mDNS discovery
- MCP OAuth Management
- Stats command with filtering

Codex:
- Network Sandbox Proxy (v0.90.0)
- Collaboration Mode Beta (Plan → Execute)
- Slack Integration Native (GA)
- Codex SDK TypeScript
- Dynamic Tools Injection (v0.92.0)
- Team Config for shared configuration

Updated statistics:
- 39 critical gaps identified
- 55 important gaps identified
- 82+ useful gaps identified
- Estimated 15-18 months dev effort for critical features
@echobt echobt merged commit 46a1a12 into master Jan 27, 2026
2 of 4 checks passed
@echobt echobt deleted the feature/ameliorations-session-6-competitive-analysis branch January 27, 2026 20:56
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2 participants