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Severity: Medium — architectural limitation, no data loss
Problem
Cron jobs are hardcoded with skip_memory=True at agent creation time (cron/scheduler.py:1801), preventing them from
using the memory() ...
Explore this https://openai.com/index/where-the-goblins-came-from/
The issue with reward hacking
Context
Once Codex hooks exist, agent-parity should verify the performance-critical hooks are installed and distinguish enforced
failures from intentional warnings.
Scope
- Extend bin/agent-parity ...
agent-discipline
enhancement
P1
A comparative experiment was conducted between human-generated labels and AI-generated labels to verify the system s
Soft F1 score. Current Score: 0.61
Context
Codex quality/performance should be measurable, not inferred. Start with derived, low-risk telemetry that avoids raw
prompt storage.
Scope
- Add a Codex telemetry hook, likely Stop or PostToolUse-backed, ...
enhancement
P2
telemetry-validation
背景
feat-337 M5(Agent Tool, Replace TaskTool)把注册表里的 TaskTool 换成了 AgentTool、产品 toolset 从 task 改为 agent,但收尾不完整,留下三处不一致:
1. 死代码:src/agent/platform/tools/builtins/task.py(21.7K)无任何 import 方注册方,M5 progress.md ...
Context
Codex should warn before context pressure causes lower-quality decisions. This should be best-effort because
context-usage fields may vary across Codex releases.
Scope
- Add shared context-threshold ...
agent-discipline
enhancement
P2
Context
Long Codex tasks need a compact recovery path across compaction and resume. Claude has PreCompact state capture; Codex
should persist safe task state without relying on Claude transcript shape. ...
agent-discipline
enhancement
P2
Context
Codex should get high-value project memory without copying Claude s heavier SessionStart behavior. The goal is fewer
repeated investigations and better use of prior lessons, while keeping context ...
agent-discipline
enhancement
P1

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