Agentation watch mode

SkillAI & models

Lets your agent continuously watch for Agentation annotations and apply feedback fixes until you stop it.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Agentation watch mode skill

About this capability

Continuous Agentation annotation handling. Use when the user says "watch mode", asks you to watch for Agentation annotations, process feedback as it arrives, or keep fixing annotation-driven changes until told to stop or a timeout is reached.

What this skill tells your AI

The instructions your AI receives, as published by latitude-dev/latitude-llm in .agents/skills/agentation-watch-mode/SKILL.md and read by ahel’s review.

When to use: The user says watch mode, wants continuous Agentation feedback handling, or asks you to keep watching annotations and applying fixes as new feedback arrives.

Goal

Stay in a watch loop so the user can annotate in the browser and have those annotations processed continuously.

Workflow

  1. Start a watch loop with agentation_agentation_watch_annotations.
  2. For each returned annotation:
    • Call agentation_agentation_acknowledge immediately so the user can see you picked it up.
    • Read any extra session context you need.
    • Make the requested fix.
    • Call agentation_agentation_resolve with a short summary of what changed.
  3. After the batch is done, call agentation_agentation_watch_annotations again.
  4. Continue until the user says stop or the watch call times out.

Defaults

  • If the user gives a session ID, watch that session.
  • If they do not, watch all sessions.
  • Use a short batching window so nearby annotations are grouped together.
  • Use a reasonable timeout and report when it expires.

Handling ambiguous feedback

  • If an annotation is unclear, reply on the thread with a short clarifying question before making speculative changes.
  • If you cannot complete the fix safely, leave the annotation open and explain the blocker in a reply.

Response style

  • Keep progress updates brief.
  • In each resolve summary, state what you changed, not just that it is done.

Signals

GitHub stars
5k
Forks
387
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
agentation-watch-mode
Source
github.com/latitude-dev/latitude-llm