Answer budget within the context window; enforced reviews of completed todos

Context window
- Requests asked for the model's full max_output, but providers count
  input + output against the window: long chats with large-output models
  (DeepSeek V4.1 Flash, 384k) failed with "input too long" before automatic
  compaction (85 %) kicked in. max_tokens is now what the window leaves
  (estimated input = last usage + messages since), the chat is compacted when
  less than 32k would remain for an answer, and a context-overflow error
  compacts and retries once.
- ModelConfig.max_input (catalogue limit.input, editable in the provider
  settings) lowers the compaction threshold for models with an input limit.

Enforced reviews (modes with refine.rounds > 0, refine.after_todos default on)
- Every todo marked completed is reviewed against the work since the last
  review; with findings it is reopened and the feedback goes to the agent
  (max. rounds per todo). Passed reviews leave a visible note.
- Ending the turn with open todos sends the agent back to work while it makes
  progress (max. 10 reminders in a row without progress); such modes may take
  up to 2,000 steps per turn. Reaching the step limit is reported.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

server/src/prompts.rs

@@ -121,7 +121,7 @@ pub fn agents(app: &App, root: &Path, cwd: &Path) -> Vec<Agent> {
                 model: meta.get("model").filter(|m| m.contains('/')).cloned(),
                 source: "file".into(),
                 max_parallel: meta.get("max_parallel").and_then(|v| v.parse().ok()),
-                refine: meta.get("refine_rounds").and_then(|v| v.parse().ok()).map(|rounds| crate::config::RefineConfig { rounds, model: meta.get("refine_model").cloned(), criteria: None }),
+                refine: meta.get("refine_rounds").and_then(|v| v.parse().ok()).map(|rounds| crate::config::RefineConfig { rounds, model: meta.get("refine_model").cloned(), criteria: None, after_todos: meta.get("refine_after_todos").is_none_or(|v| v != "false") }),
                 path: Some(p.display().to_string()),
             });
         }