research-document

AI Research Mission Execution Decision

AI Research Mission Execution Decision

Date

2026-07-23

Decision

The repository’s AI Research Mission Generator was executed. Its four required research artifacts were created under research/, and prompts/AI-Research-Mission.md was intentionally superseded in place with the selected executable mission.

Selected Priority

Long-horizon agent evaluation and verification was selected ahead of context, memory, orchestration, retrieval, and knowledge-graph implementation because it supplies the measurement foundation required to make those later decisions credibly.

Provenance

  • Superseded source: prompts/AI-Research-Mission.md at Git commit 0205032
  • Generator title: “AI Research Mission Generator — Research Execution Package (REP), Version 1.0”
  • Generated artifacts:
    • research/AI-State-of-the-Field-REP.md
    • research/AI-Knowledge-Gap-Analysis.md
    • research/AI-Research-Roadmap.md
    • research/AI-Research-Priority-Matrix.md
    • prompts/AI-Research-Mission.md

Git history preserves the full superseded generator. This record makes the in-place semantic change explicit.

Reversal Conditions

Reconsider the priority if:

  • a validated existing evaluation framework covers AI-ROS repository tasks without material adaptation;
  • repository-native evaluation proves unable to discriminate useful outcomes;
  • another blocking risk prevents representative task execution;
  • new evidence shows a different topic has greater dependency value and tractability.