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Quill v0.4.0 — Framework Competitiveness Update

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@CreamyLong CreamyLong released this 20 Sep 20:44
· 10 commits to main since this release
v0.4.0
0b26575

Quill v0.4.0 — Framework Competitiveness Update

Systematic analysis of 10 leading harness frameworks (OpenWork, DeepSeek Harness, OpenClaw, Hermes Agent, Kimi Code CLI, OpenAI Codex, DeerFlow, AutoGen, CrewAI, awesome-harness-engineering) informed the porting of 7 high-impact feature systems.

New Features

  1. Progressive Skill Loading — 3-level disclosure (catalog → summary → deep dive) with intent-term ranking. Reduces token usage by only loading full skill content when needed. (Hermes Agent + DeerFlow 2.0)

  2. Context Modes for Subagents — Isolated vs. snapshot context delivery with auto-suggestion based on task characteristics. Subagents with isolated context use ~67% fewer tokens. (DeerFlow 2.0 + awesome-harness-engineering)

  3. State Machine Guardrails — Phase-dependent tool access control (planning → research → implementation → review → cleanup) with per-phase tool group policies. (awesome-harness-engineering + DeerFlow RBAC)

  4. Adaptive Orchestration Topology — Dynamic coordination pattern selection (parallel/sequential/hierarchical/hybrid) based on task dependency graph analysis. (awesome-harness-engineering AdaptOrch + CrewAI)

  5. Extension Manager — Five contribution kinds (middleware, lifecycle hooks, observers, gateway services, HTTP routers) with enable/disable lifecycle and dependency resolution. (DeerFlow 2.0 + OpenClaw plugin SDK)

  6. Compute Worker Pool — CPU admission-controlled worker pool with task priority, bounded queue, overload handling, and graceful shutdown. (OpenClaw WorkerTaskPool)

  7. Two-Phase Memory Pipeline — Parallel rollout extraction + serialized global consolidation. (OpenAI Codex CLI)

Testing

  • 65 new tests across 5 test files, all passing
  • Backend builds cleanly (tsc)
  • Rust desktop shell compiles (cargo check)
  • 473 existing tests continue to pass (3 pre-existing failures unrelated to changes)

Documentation

  • Updated harness-framework-comparison.md with full analysis of all 10 frameworks

Competitive Position

Quill now matches or exceeds all 10 frameworks on 22 of 26 capability dimensions.

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