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hermes-agent/tests/tools/test_session_templates.py
Timmy ddec887b75
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Forge CI / smoke-and-build (pull_request) Failing after 1m6s
feat(templates): Session templates for code-first seeding (#505)
Code-heavy sessions improve over time. File-heavy sessions degrade.
Session templates seed new sessions with successful tool call patterns
to establish feedback loops early.

## What
- tools/session_templates.py — task type classification (60% threshold),
  template extraction from SQLite sessions, storage, injection, CLI
- tests/tools/test_session_templates.py — 17 tests

## Task types
CODE, FILE, RESEARCH, MIXED — classified by tool call frequency.

## CLI
python -m tools.session_templates list
python -m tools.session_templates create <session_id> --name my-template
python -m tools.session_templates delete <name>

Closes #329.
2026-04-13 21:58:59 -04:00

189 lines
7.2 KiB
Python

"""Tests for session templates (code-first seeding)."""
import json
import tempfile
from pathlib import Path
from unittest.mock import patch
import pytest
from tools.session_templates import (
SessionTemplate,
SessionTemplates,
TaskType,
ToolCallExample,
)
@pytest.fixture
def tmp_templates(tmp_path):
return SessionTemplates(templates_dir=tmp_path / "templates")
# ---------------------------------------------------------------------------
# Task type classification
# ---------------------------------------------------------------------------
class TestClassifyTaskType:
def test_code_dominant(self, tmp_templates):
calls = [
{"name": "execute_code"}, {"name": "execute_code"},
{"name": "execute_code"}, {"name": "read_file"},
]
assert tmp_templates.classify_task_type(calls) == TaskType.CODE
def test_file_dominant(self, tmp_templates):
calls = [
{"name": "read_file"}, {"name": "write_file"},
{"name": "patch"}, {"name": "read_file"},
{"name": "execute_code"},
]
assert tmp_templates.classify_task_type(calls) == TaskType.FILE
def test_research_dominant(self, tmp_templates):
calls = [
{"name": "web_search"}, {"name": "web_fetch"},
{"name": "web_search"}, {"name": "read_file"},
]
assert tmp_templates.classify_task_type(calls) == TaskType.RESEARCH
def test_mixed_no_dominant(self, tmp_templates):
calls = [
{"name": "execute_code"}, {"name": "read_file"},
{"name": "web_search"},
]
assert tmp_templates.classify_task_type(calls) == TaskType.MIXED
def test_empty_returns_mixed(self, tmp_templates):
assert tmp_templates.classify_task_type([]) == TaskType.MIXED
def test_threshold_is_60_percent(self, tmp_templates):
# 59% code (5/9) should be MIXED
calls = [{"name": "execute_code"}] * 5 + [{"name": "read_file"}] * 4
assert tmp_templates.classify_task_type(calls) == TaskType.MIXED
# 60% code (6/10) should be CODE
calls = [{"name": "execute_code"}] * 6 + [{"name": "read_file"}] * 4
assert tmp_templates.classify_task_type(calls) == TaskType.CODE
# ---------------------------------------------------------------------------
# Template CRUD
# ---------------------------------------------------------------------------
class TestTemplateCRUD:
def test_save_and_list(self, tmp_templates):
template = SessionTemplate(
name="test-code",
task_type=TaskType.CODE,
examples=[
ToolCallExample(tool_name="execute_code", args={"code": "print('hi')"}, success=True),
],
created_at="2026-01-01T00:00:00Z",
)
tmp_templates.save_template(template)
templates = tmp_templates.list_templates()
assert len(templates) == 1
assert templates[0].name == "test-code"
assert templates[0].task_type == TaskType.CODE
def test_list_filter_by_type(self, tmp_templates):
tmp_templates.save_template(SessionTemplate(name="t1", task_type=TaskType.CODE, examples=[]))
tmp_templates.save_template(SessionTemplate(name="t2", task_type=TaskType.FILE, examples=[]))
code_templates = tmp_templates.list_templates(TaskType.CODE)
assert len(code_templates) == 1
assert code_templates[0].name == "t1"
def test_delete(self, tmp_templates):
tmp_templates.save_template(SessionTemplate(name="delete-me", task_type=TaskType.CODE, examples=[]))
assert tmp_templates.delete_template("delete-me") is True
assert len(tmp_templates.list_templates()) == 0
def test_delete_nonexistent(self, tmp_templates):
assert tmp_templates.delete_template("nope") is False
def test_get_template_returns_best(self, tmp_templates):
tmp_templates.save_template(SessionTemplate(
name="low-usage", task_type=TaskType.CODE, examples=[], usage_count=1,
))
tmp_templates.save_template(SessionTemplate(
name="high-usage", task_type=TaskType.CODE, examples=[], usage_count=5,
))
best = tmp_templates.get_template(TaskType.CODE)
assert best.name == "high-usage"
def test_get_template_returns_none_if_empty(self, tmp_templates):
assert tmp_templates.get_template(TaskType.CODE) is None
# ---------------------------------------------------------------------------
# Template injection
# ---------------------------------------------------------------------------
class TestInjectIntoMessages:
def test_injects_after_system(self, tmp_templates):
template = SessionTemplate(
name="test-inject",
task_type=TaskType.CODE,
examples=[
ToolCallExample(
tool_name="execute_code",
args={"code": "x=1"},
result_preview="1",
success=True,
),
],
)
messages = [
{"role": "system", "content": "You are Timmy."},
{"role": "user", "content": "Hello"},
]
result = tmp_templates.inject_into_messages(template, messages)
# Should have: system, template system note, assistant tool call, tool result, user
assert len(result) == 5
assert result[0]["role"] == "system"
assert "Session Template" in result[1]["content"]
assert result[2]["role"] == "assistant"
assert result[3]["role"] == "tool"
assert result[4]["role"] == "user"
def test_skips_failed_examples(self, tmp_templates):
template = SessionTemplate(
name="test-fail",
task_type=TaskType.CODE,
examples=[
ToolCallExample(tool_name="execute_code", args={}, success=False),
ToolCallExample(tool_name="read_file", args={"path": "x"}, success=True),
],
)
messages = [{"role": "system", "content": "sys"}]
result = tmp_templates.inject_into_messages(template, messages)
# Only the successful example should be injected
tool_calls = [m for m in result if m.get("role") == "assistant" and m.get("tool_calls")]
assert len(tool_calls) == 1
assert tool_calls[0]["tool_calls"][0]["function"]["name"] == "read_file"
def test_increments_usage(self, tmp_templates):
template = SessionTemplate(name="usage-test", task_type=TaskType.CODE, examples=[
ToolCallExample(tool_name="execute_code", args={}, success=True),
])
tmp_templates.save_template(template)
tmp_templates.inject_into_messages(template, [{"role": "system", "content": "x"}])
assert template.usage_count == 1
def test_empty_template_returns_original(self, tmp_templates):
template = SessionTemplate(name="empty", task_type=TaskType.CODE, examples=[])
messages = [{"role": "user", "content": "hi"}]
result = tmp_templates.inject_into_messages(template, messages)
assert result == messages
def test_no_template_returns_original(self, tmp_templates):
messages = [{"role": "user", "content": "hi"}]
result = tmp_templates.inject_into_messages(None, messages)
assert result == messages