[Optimus] [Competitive Intel] Weekly Discovery Run #2 — 8 candidates pending review

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Competitive Discovery — Human Review Required (Run #2, 2026-03-23)

The weekly discovery cycle evaluated 11 new candidates. 3 were auto-added to the watchlist (superset, mux, 1code — all 8/8). The remaining 8 require human review — 6 are high-confidence but hit the per-cycle auto-add cap of 3, and 2 are medium-confidence.

Auto-added this cycle ✅ (no action needed)

• superset-sh/superset (score 8/8) — 7.7k stars, "IDE for the AI Agents Era", parallel agent orchestration
• coder/mux (score 8/8) — 1.4k stars, 52 releases, by Coder Inc., multi-model agent multiplexer
• 21st-dev/1code (score 8/8) — 5.3k stars, MCP marketplace, cloud agents, REST API automation

Previously pending from Issue #470 (Run #1)

Issue #470 remains open with 8 candidates from the previous cycle. Those candidates are not duplicated here.

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Candidates needing your decision

High-confidence (cap-limited, score ≥ 5):

#	Repo	Stars	Score	One-line rationale
1	HKUDS/ClawTeam	2,800	7/8	Self-organizing agent swarms with worktrees + tmux + ZeroMQ P2P transport. Autonomous ML research use case.
2	AutoMaker-Org/automaker	3,100	8/8	Autonomous dev studio: Kanban → Claude Agent SDK → code → commit in worktrees. 2,278 commits.
3	johannesjo/parallel-code	396	7/8	Electron app for parallel Claude Code/Codex/Gemini in worktrees. v1.1.0, 638 commits, MIT.
4	collaborator-ai/collab-public	901	5/8	Infinite-canvas desktop app for agentic development. Terminals + files on a single canvas.
5	phuryn/swarm-protocol	31	5/8	MCP-native coordination protocol with intent/claim/signal primitives. Alpha, PostgreSQL-backed.
6	ikamensh/kodo	39	5/8	Autonomous overnight coding orchestrator (architect/worker/tester roles). Claims 57% SWE-bench.

Medium-confidence (score 3-4):

#	Repo	Stars	Score	One-line rationale
7	farol-team/gnap	33	3/8	Git-native agent protocol RFC — zero-server coordination via .gnap/ directory. Interesting architecture.
8	sentientwave/automata	44	3/8	Multi-agent via Matrix chat. Elixir. Not coding-specific but agent swarm model is adjacent.

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To act

Reply with numbers to approve (e.g., "1, 2, 3") or "none" to reject all. Approved entries will be added as source: "auto-discovered" in the next cycle.

Watchlist status after this cycle

• Total entries: 19
• User-authored: 6
• Auto-discovered: 4/10 (cap has room for 6 more)
• discovery-2026-03-15: 9 (legacy source label)

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Generated by competitive-intel-analyst, Run #2 (2026-03-23)

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🤖 Created by competitive-intel-analyst via Optimus Spartan Swarm