alvis/oO
1
0
Fork 0
Code Issues 34 Pull Requests Actions Packages Projects Releases Wiki Activity

refactor(focus-area): output all clusters as context; remove scoring and preferred_areas

Browse Source 
The agent no longer picks a winner — it summarises every cluster so the
orchestrator can decide what's relevant. Scoring by overdue count overlapped
with the overdue-task agent. preferred_areas (project-ID based, broken label
matching) removed entirely.

Output format: numbered list of areas with task titles included.
Snapshot: {cluster_count, clusters: [{label, task_count, tasks}]}.
Version bumped to 3.0.0; inferred_params cleared.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
alvis
2026-05-12 14:57:04 +00:00
parent 12c956b588
commit f6b89fc849
3 changed files with 69 additions and 168 deletions
Download Patch File Download Diff File Expand all files Collapse all files

42
ml/agents/tests/test_agents.py
View File

@@ -213,41 +213,41 @@ class TestFocusAreaAgent:
out = self.agent.compute(_inp())
assert "no tasks" in out.prompt_text.lower()
def test_single_project(self):
tasks = [_task(f"T{i}", project_id="Work") for i in range(3)]
out = self.agent.compute(_inp(tasks=tasks))
assert '"Work"' in out.prompt_text
assert "3 tasks" in out.prompt_text
def test_most_congested_wins(self):
def test_lists_all_clusters(self):
tasks = (
[_task(f"W{i}", project_id="Work") for i in range(5)]
[_task(f"W{i}", project_id="Work") for i in range(3)]
+ [_task(f"H{i}", project_id="Home") for i in range(2)]
)
out = self.agent.compute(_inp(tasks=tasks))
assert '"Work"' in out.prompt_text
assert "Work" in out.prompt_text
assert "Home" in out.prompt_text
def test_overdue_weighting(self):
# Home has 2 tasks (1 overdue), Work has 3 non-overdue tasks
# Home score = 2+1 = 3; Work score = 3 — Home should win due to overdue weight
tasks = (
[_task("Home1", project_id="Home", is_overdue=True),
_task("Home2", project_id="Home")]
+ [_task(f"W{i}", project_id="Work") for i in range(3)]
)
def test_includes_task_titles(self):
tasks = [_task("Buy milk", project_id="Personal"), _task("Write report", project_id="Personal")]
out = self.agent.compute(_inp(tasks=tasks))
assert '"Work"' not in out.prompt_text or '"Home"' in out.prompt_text
assert '"Buy milk"' in out.prompt_text
assert '"Write report"' in out.prompt_text
def test_task_count_in_output(self):
tasks = [_task(f"T{i}", project_id="Work") for i in range(3)]
out = self.agent.compute(_inp(tasks=tasks))
assert "3 task" in out.prompt_text
def test_default_project_fallback(self):
out = self.agent.compute(_inp(tasks=[_task("No project task")]))
# Tasks without project_id fall back to a "Tasks" bucket
assert "Tasks" in out.prompt_text
def test_snapshot_keys(self):
out = self.agent.compute(_inp(tasks=[_task("T1", project_id="A")]))
public_keys = {k for k in out.signals_snapshot if not k.startswith("_")}
assert {"top_cluster_label", "top_task_count", "top_overdue_count", "cluster_count",
"strategy", "preferred_areas"} == public_keys
assert {"cluster_count", "clusters"} == public_keys
def test_snapshot_clusters_shape(self):
tasks = [_task("Buy milk", project_id="P1"), _task("Fix bug", project_id="P2")]
out = self.agent.compute(_inp(tasks=tasks))
clusters = out.signals_snapshot["clusters"]
assert isinstance(clusters, list)
assert all("label" in c and "task_count" in c and "tasks" in c for c in clusters)
# ── Registry ─────────────────────────────────────────────────────────────────