Maintainer Pitch — agent quality bundles

A practical way to improve agent quality without one large redesign is to treat this as two small bundle tracks.

1. Workflow stability bundle

Focus:

• long-term memory hygiene
• runtime context hygiene
• recoverable task state
• explicit anti-stall thresholds

Core pieces:

• memory consolidation
• context compression
• structured handoff / output bag
• flow state / owner-context
• escalation thresholds / stop rules

Why it matters:

• long sessions degrade when low-value context accumulates
• multi-step work becomes hard to resume when state is scattered
• agents fake progress when blocked / waiting / escalation states are weak

2. Chat routing and output hygiene bundle

Focus:

• keeping the main thread clean
• delegating the right work
• ensuring replies answer the immediate ask first

Core pieces:

• tool-result shaping / noisy output control
• delegation routing heuristics
• reply quality gate / answer-shape guardrails

Why it matters:

• raw tool output pollutes the main thread
• the wrong work stays in the main chat too long
• answers drift into process notes before answering the actual ask

Suggested upstream framing

These should be treated as composable behavior layers, not one monolithic redesign.

A reasonable landing order would be:

1. structured handoff / output bag
2. tool-result shaping
3. flow state / owner-context
4. escalation thresholds / stop rules
5. delegation routing heuristics
6. reply quality gate
7. memory consolidation / context compression follow-through

Locally, both bundles have already been adopted and validated as connected workflow directions.