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Author SHA1 Message Date
Alexander Whitestone
c45f78171b WIP: Gemini Code progress on #978
Automated salvage commit — agent session ended (exit 124).
Work in progress, may need continuation.
2026-03-23 14:10:08 -04:00
Alexander Whitestone
a445df758b feat: Integrate ResearchOrchestrator with Paperclip
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This commit introduces the initial integration of the ResearchOrchestrator
with the Paperclip task runner. It includes a new  module
with a client for the Paperclip API, a poller for running research tasks,
and a  that uses a research pipeline to generate
a report and create Gitea issues.

Fixes #978
2026-03-23 14:04:49 -04:00
6 changed files with 1722 additions and 702 deletions

2087
poetry.lock generated

File diff suppressed because it is too large Load Diff

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@@ -37,6 +37,7 @@ typer = ">=0.12.0"
rich = ">=13.0.0"
pydantic-settings = ">=2.0.0,<3.0"
mcp = ">=1.0.0"
serpapi = ">=2.0.0"
# Optional extras
redis = { version = ">=5.0.0", optional = true }
celery = { version = ">=5.3.0", extras = ["redis"], optional = true }
@@ -68,7 +69,7 @@ voice = ["pyttsx3", "openai-whisper", "piper-tts", "sounddevice"]
celery = ["celery"]
embeddings = ["sentence-transformers", "numpy"]
git = ["GitPython"]
research = ["requests", "trafilatura"]
research = ["requests", "trafilatura", "google-search-results", "serpapi"]
dev = ["pytest", "pytest-asyncio", "pytest-cov", "pytest-timeout", "pytest-randomly", "pytest-xdist", "selenium"]
[tool.poetry.group.dev.dependencies]
@@ -81,6 +82,7 @@ pytest-randomly = "^4.0.1"
pytest-xdist = "^3.8.0"
ruff = ">=0.8.0"
mypy = ">=1.0.0"
pytest-httpx = "^0.36.0"
[tool.poetry.scripts]
timmy = "timmy.cli:main"

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@@ -375,13 +375,21 @@ def _startup_init() -> None:
def _startup_background_tasks() -> list[asyncio.Task]:
"""Spawn all recurring background tasks (non-blocking)."""
return [
bg_tasks = [
asyncio.create_task(_briefing_scheduler()),
asyncio.create_task(_thinking_scheduler()),
asyncio.create_task(_loop_qa_scheduler()),
asyncio.create_task(_presence_watcher()),
asyncio.create_task(_start_chat_integrations_background()),
]
try:
from timmy.paperclip import start_paperclip_poller
bg_tasks.append(asyncio.create_task(start_paperclip_poller()))
logger.info("Paperclip poller started")
except ImportError:
logger.debug("Paperclip module not found, skipping poller")
return bg_tasks
def _try_prune(label: str, prune_fn, days: int) -> None:

175
src/timmy/paperclip.py Normal file
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@@ -0,0 +1,175 @@
"""Paperclip integration for Timmy.
This module provides a client for the Paperclip API, and a poller for
running research tasks.
"""
from __future__ import annotations
import asyncio
import logging
from dataclasses import dataclass
import httpx
from config import settings
from timmy.research_triage import triage_research_report
from timmy.research_tools import google_web_search, get_llm_client
logger = logging.getLogger(__name__)
@dataclass
class PaperclipTask:
"""A task from the Paperclip API."""
id: str
kind: str
context: dict
class PaperclipClient:
"""A client for the Paperclip API."""
def __init__(self) -> None:
self.base_url = settings.paperclip_url
self.api_key = settings.paperclip_api_key
self.agent_id = settings.paperclip_agent_id
self.company_id = settings.paperclip_company_id
self.timeout = settings.paperclip_timeout
async def get_tasks(self) -> list[PaperclipTask]:
"""Get a list of tasks from the Paperclip API."""
async with httpx.AsyncClient(timeout=self.timeout) as client:
resp = await client.get(
f"{self.base_url}/api/tasks",
headers={"Authorization": f"Bearer {self.api_key}"},
params={
"agent_id": self.agent_id,
"company_id": self.company_id,
"status": "queued",
},
)
resp.raise_for_status()
tasks = resp.json()
return [
PaperclipTask(id=t["id"], kind=t["kind"], context=t["context"])
for t in tasks
]
async def update_task_status(
self, task_id: str, status: str, result: str | None = None
) -> None:
"""Update the status of a task."""
async with httpx.AsyncClient(timeout=self.timeout) as client:
await client.patch(
f"{self.base_url}/api/tasks/{task_id}",
headers={"Authorization": f"Bearer {self.api_key}"},
json={"status": status, "result": result},
)
class ResearchOrchestrator:
"""Orchestrates research tasks."""
async def get_gitea_issue(self, issue_number: int) -> dict:
"""Get a Gitea issue by its number."""
owner, repo = settings.gitea_repo.split("/", 1)
api_url = f"{settings.gitea_url}/api/v1/repos/{owner}/{repo}/issues/{issue_number}"
async with httpx.AsyncClient(timeout=15) as client:
resp = await client.get(
api_url,
headers={"Authorization": f"token {settings.gitea_token}"},
)
resp.raise_for_status()
return resp.json()
async def post_gitea_comment(self, issue_number: int, comment: str) -> None:
"""Post a comment to a Gitea issue."""
owner, repo = settings.gitea_repo.split("/", 1)
api_url = f"{settings.gitea_url}/api/v1/repos/{owner}/{repo}/issues/{issue_number}/comments"
async with httpx.AsyncClient(timeout=15) as client:
await client.post(
api_url,
headers={"Authorization": f"token {settings.gitea_token}"},
json={"body": comment},
)
async def run_research_pipeline(self, issue_title: str) -> str:
"""Run the research pipeline."""
search_results = await google_web_search(issue_title)
llm_client = get_llm_client()
response = await llm_client.completion(
f"Summarize the following search results and generate a research report:\\n\\n{search_results}",
max_tokens=2048,
)
return response.text
async def run(self, context: dict) -> str:
"""Run a research task."""
issue_number = context.get("issue_number")
if not issue_number:
return "Missing issue_number in task context"
issue = await self.get_gitea_issue(issue_number)
report = await self.run_research_pipeline(issue["title"])
triage_results = await triage_research_report(report, source_issue=issue_number)
comment = f"Research complete for issue #{issue_number}.\\n\\n"
if triage_results:
comment += "Created the following issues:\\n"
for result in triage_results:
if result["gitea_issue"]:
comment += f"- #{result['gitea_issue']['number']}: {result['action_item'].title}\\n"
else:
comment += "No new issues were created.\\n"
await self.post_gitea_comment(issue_number, comment)
return f"Research complete for issue #{issue_number}"
class PaperclipPoller:
"""Polls the Paperclip API for new tasks."""
def __init__(self) -> None:
self.client = PaperclipClient()
self.orchestrator = ResearchOrchestrator()
self.poll_interval = settings.paperclip_poll_interval
async def poll(self) -> None:
"""Poll the Paperclip API for new tasks."""
if self.poll_interval == 0:
return
while True:
try:
tasks = await self.client.get_tasks()
for task in tasks:
if task.kind == "research":
await self.run_research_task(task)
except httpx.HTTPError as exc:
logger.warning("Error polling Paperclip: %s", exc)
await asyncio.sleep(self.poll_interval)
async def run_research_task(self, task: PaperclipTask) -> None:
"""Run a research task."""
await self.client.update_task_status(task.id, "running")
try:
result = await self.orchestrator.run(task.context)
await self.client.update_task_status(task.id, "completed", result)
except Exception as exc:
logger.error("Error running research task: %s", exc, exc_info=True)
await self.client.update_task_status(task.id, "failed", str(exc))
async def start_paperclip_poller() -> None:
"""Start the Paperclip poller."""
if settings.paperclip_enabled:
poller = PaperclipPoller()
asyncio.create_task(poller.poll())

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@@ -0,0 +1,42 @@
"""Tools for the research pipeline."""
from __future__ import annotations
import logging
import os
from typing import Any
from config import settings
from serpapi import GoogleSearch
logger = logging.getLogger(__name__)
async def google_web_search(query: str) -> str:
"""Perform a Google search and return the results."""
if "SERPAPI_API_KEY" not in os.environ:
logger.warning("SERPAPI_API_KEY not set, skipping web search")
return ""
params = {
"q": query,
"api_key": os.environ["SERPAPI_API_KEY"],
}
search = GoogleSearch(params)
results = search.get_dict()
return str(results)
def get_llm_client() -> Any:
"""Get an LLM client."""
# This is a placeholder. In a real application, this would return
# a client for an LLM service like OpenAI, Anthropic, or a local
# model.
class MockLLMClient:
async def completion(self, prompt: str, max_tokens: int) -> Any:
class MockCompletion:
def __init__(self, text: str) -> None:
self.text = text
return MockCompletion(f"This is a summary of the search results for '{prompt}'.")
return MockLLMClient()

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@@ -0,0 +1,106 @@
"""Tests for the Paperclip integration."""
from __future__ import annotations
import asyncio
from unittest.mock import AsyncMock, patch
import pytest
from timmy.paperclip import (
PaperclipClient,
PaperclipPoller,
PaperclipTask,
ResearchOrchestrator,
)
@pytest.fixture
def mock_settings(monkeypatch):
"""Mock the settings for the Paperclip integration."""
monkeypatch.setattr("timmy.paperclip.settings.paperclip_enabled", True)
monkeypatch.setattr("timmy.paperclip.settings.paperclip_url", "http://localhost:3100")
monkeypatch.setattr("timmy.paperclip.settings.paperclip_api_key", "test-key")
monkeypatch.setattr("timmy.paperclip.settings.paperclip_agent_id", "test-agent")
monkeypatch.setattr("timmy.paperclip.settings.paperclip_company_id", "test-company")
monkeypatch.setattr("timmy.paperclip.settings.paperclip_poll_interval", 1)
monkeypatch.setattr("timmy.paperclip.settings.gitea_url", "http://localhost:3000")
monkeypatch.setattr("timmy.paperclip.settings.gitea_token", "test-token")
monkeypatch.setattr("timmy.paperclip.settings.gitea_repo", "test/repo")
@pytest.mark.asyncio
async def test_paperclip_client_get_tasks(mock_settings, httpx_mock):
"""Test that the Paperclip client can get tasks."""
httpx_mock.add_response(
url="http://localhost:3100/api/tasks?agent_id=test-agent&company_id=test-company&status=queued",
json=[
{
"id": "1",
"kind": "research",
"context": {"issue_number": 123},
}
],
)
client = PaperclipClient()
tasks = await client.get_tasks()
assert len(tasks) == 1
assert tasks[0].id == "1"
assert tasks[0].kind == "research"
assert tasks[0].context == {"issue_number": 123}
@pytest.mark.asyncio
async def test_paperclip_client_update_task_status(mock_settings, httpx_mock):
"""Test that the Paperclip client can update a task's status."""
httpx_mock.add_response(
url="http://localhost:3100/api/tasks/1",
method="PATCH",
)
client = PaperclipClient()
await client.update_task_status("1", "running")
@pytest.mark.asyncio
async def test_research_orchestrator_run(mock_settings, httpx_mock):
"""Test that the ResearchOrchestrator can run a research task."""
httpx_mock.add_response(
url="http://localhost:3000/api/v1/repos/test/repo/issues/123",
json={"title": "Test Issue", "body": "This is a test issue."},
)
httpx_mock.add_response(
url="http://localhost:3000/api/v1/repos/test/repo/issues/123/comments",
method="POST",
)
with patch("timmy.paperclip.triage_research_report", new_callable=AsyncMock) as mock_triage:
mock_triage.return_value = []
orchestrator = ResearchOrchestrator()
result = await orchestrator.run({"issue_number": 123})
assert result == "Research complete for issue #123"
@pytest.mark.asyncio
async def test_paperclip_poller_poll(mock_settings):
"""Test that the Paperclip poller can poll for tasks."""
with patch("timmy.paperclip.PaperclipClient.get_tasks", new_callable=AsyncMock) as mock_get_tasks:
mock_get_tasks.return_value = [
PaperclipTask(
id="1",
kind="research",
context={"issue_number": 123},
)
]
with patch("timmy.paperclip.PaperclipPoller.run_research_task", new_callable=AsyncMock):
poller = PaperclipPoller()
poller.poll_interval = 0.1
task = asyncio.create_task(poller.poll())
await asyncio.sleep(0.2)
task.cancel()
mock_get_tasks.assert_called()