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Canonical Markdown source · Oct 20, 2018

AI agent reviewer navigation — technical recommendation

technical-recommendations/ai-agent-reviewer-navigation-2026-08-25.md · 36 lines · SHA-256 c78a1df7b2fc

Impact summary

The offline blinded-review form now identifies each pair as complete or incomplete

and provides cyclic “next incomplete pair” navigation with focus movement and an

active-step indicator. The eight-dimension rubric, preference, timer, declarations,

privacy boundary, and private JSON export remain unchanged. New v2 Calliope and

Clio assignment receipts bind the improved private forms.

Ranked findings

  1. High — the task is still intrinsically large: ten pairs require 160 scores,

ten preferences, and ten timed observations; navigation reduces friction but

cannot substitute for independent reviewer labor.

  1. Medium — local browser verification is constrained: the in-app browser

blocks `file://` navigation, so this pass relies on static accessibility and

end-to-end offline CLI contracts rather than an interactive browser session.

  1. Medium — draft persistence would increase privacy risk: progress is not

placed in local storage; reviewers must finish a session before export.

Actions

| Owner | Action and acceptance criteria | Validation |

|---|---|---|

| Editorial Research | Distribute only the new v2-bound private forms | Public v2 receipt hashes match both forms |

| AI Evaluation | Observe whether navigation reduces missed fields and facilitator rework | Completed responses parse without missing scores/timers |

| Trust | Keep offline/no-network and no-local-storage boundaries | CSP and source assertions remain green |

| Maintainers | Preserve keyboard focus, per-pair status, and mobile layout | Form and CLI integration tests plus production build |

Next-cycle hypothesis

The improved forms reduce incomplete returns and facilitator correction work while

leaving measured reviewer seconds honest. This remains unproven until genuine

reviewers return the v2-bound Calliope or Clio forms.