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Rework README with new messaging#1

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assimelha merged 1 commit intomainfrom
readme-rework-public
Jan 26, 2026
Merged

Rework README with new messaging#1
assimelha merged 1 commit intomainfrom
readme-rework-public

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Summary

  • Clear value prop: "Persistent Context for AI Agents"
  • Branded install command: curl -fsSL https://codingagentsystem.com/install.sh | sh
  • Feature overview table (Memory, Tasks, Rules, Skills, Factory, Search)
  • Agent-first quick start with MCP tools before CLI
  • Highlight Factory Mode as key differentiator

Test plan

  • Verify install command works
  • Review markdown rendering on GitHub

- Lead with clear value prop: "Persistent Context for AI Agents"
- Add one-liner install: curl -fsSL https://codingagentsystem.com/install.sh | sh
- Feature overview table (Memory, Tasks, Rules, Skills, Factory, Search)
- Agent-first quick start with MCP tools before CLI
- Highlight Factory Mode as key differentiator
- Concise feature documentation
- Direct, confident tone matching marketing site
@assimelha assimelha merged commit 21e0d34 into main Jan 26, 2026
pippenz added a commit to pippenz/cas that referenced this pull request Mar 30, 2026
Fix codingagentsystem#1 — Idle message dedup: Add per-worker rate limiting (5 min) for
idle-like messages in process_prompt_queue(). Detects common idle
patterns ("standing by", "ready for task", "MCP tools unavailable",
"idle", "awaiting instructions", etc.) and suppresses duplicates.

Fix codingagentsystem#2 — Stale messages: Dead worker filtering was already in place
via is_dead_worker_source() and the dead_workers HashSet (populated on
both crash and shutdown). No additional changes needed — verified the
existing filter covers both paths.

New: is_idle_message() helper with unit tests for pattern matching.
New: last_idle_message_times HashMap on FactoryDaemon for per-worker
rate tracking.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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