Autopilot: Unlabeled issue pickup + state machine + logs

[OgeonX-Ai]

Objective

This issue is intentionally created WITHOUT LABELS. Autopilot must pick it up automatically and proceed end-to-end.

Required behavior

1. Autopilot detects unlabeled issue and classifies it as:
   • intent: improve
   • state: queued
   • risk: safe-small
   • area: docs
2. Autopilot posts a “STARTED” comment with:
   • repo name
   • detected language/tooling
   • detected workflows (list file names under .github/workflows)
3. Autopilot generates/updates documentation and opens a PR:
   • Add /docs/autopilot-runbook.md describing:
     • label taxonomy
     • retry/escalation rules
     • how to trigger with /autofix
     • where logs are posted
   • Update README.md with a Mermaid diagram showing:
     • CI failure -> issue -> operator -> codex -> PR -> merge
4. Autopilot runs verification (best effort):
   • If a docs linter exists, run it.
   • Otherwise run markdownlint if available, or skip with explanation.
5. Autopilot comments “DONE” with:
   • files changed
   • commands run
   • PR link

Constraints

• Minimal diff.
• Do not change application logic.
• Never ask questions. If something is missing, decide and proceed.