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"""
RepoForge AI Executor V3
Executes AI tasks safely and returns
machine-readable Forge actions.
"""
from concurrent.futures import (
ThreadPoolExecutor,
as_completed,
)
import traceback
from repoforge.models import (
DEFAULT_MODEL,
MODELS,
)
from repoforge.providers.factory import ProviderFactory
from repoforge.providers.spare import SpareModel
class AIExecutor:
def __init__(self):
self.factory = ProviderFactory()
self.spare_model = SpareModel()
def _build_prompt(
self,
prompt: str,
context: dict,
) -> str:
return f"""
You are RepoForge, an expert software engineer that improves real repositories safely.
REPOSITORY CONTEXT:
{context}
USER TASK:
{prompt}
OUTPUT RULES (STRICT):
- Respond with ONLY a valid JSON array. No markdown, no explanation, no code fences.
- Each item must be an object with keys: "type", "file", "content" (and optional "reason").
- type is one of: "modify", "create"
- file is a relative path only
- content is the FULL new file content (escape newlines as \n)
- Prefer small, high-value improvements: README clarity, missing LICENSE, basic tests, dependency pins, security hygiene, type hints, error handling.
- Do NOT invent huge rewrites. Do NOT delete working code.
- If nothing safe to change, return exactly: []
Example:
[
{{"type":"modify","file":"README.md","content":"# Project\n\nClear description...","reason":"Improve docs"}},
{{"type":"create","file":"LICENSE","content":"MIT License...","reason":"Add license"}}
]
Return ONLY the JSON array.
"""
def _execute_task(
self,
job: dict,
):
task_name = job.get(
"task",
"unknown",
)
provider_name = job.get(
"provider",
"openrouter",
)
model_name = job.get(
"model",
DEFAULT_MODEL,
)
prompt = job.get(
"prompt",
"",
)
context = job.get(
"context",
{},
)
try:
provider = self.factory.create(
provider_name
)
model_id = MODELS.get(
model_name,
MODELS[DEFAULT_MODEL],
)
response = provider.generate(
self._build_prompt(
prompt,
context,
),
model=model_id,
)
return {
"task":
task_name,
"provider":
provider_name,
"model":
model_name,
"success":
True,
"response":
response,
}
except Exception as error:
try:
response = self.spare_model.generate(
self._build_prompt(
prompt,
context,
)
)
return {
"task":
task_name,
"provider":
"spare_model",
"model":
"spare",
"success":
True,
"response":
response,
"fallback_reason":
str(error),
}
except Exception:
return {
"task":
task_name,
"provider":
"none",
"model":
"failed",
"success":
False,
"response":
"[]",
"traceback":
traceback.format_exc(),
}
def execute(
self,
jobs,
):
if not jobs:
return []
results = []
workers = min(
len(jobs),
5,
)
with ThreadPoolExecutor(
max_workers=workers
) as executor:
futures = [
executor.submit(
self._execute_task,
job,
)
for job in jobs
]
for future in as_completed(
futures
):
results.append(
future.result()
)
return results