Merge origin/main into codex/dalidou-storage-foundation

Integrate codex/port-atocore-ops-client (operator client + operations
playbook) so the dalidou-storage-foundation branch can fast-forward
into main.

# Conflicts:
#	README.md
This commit is contained in:
2026-04-07 06:20:19 -04:00
3 changed files with 424 additions and 2 deletions

313
scripts/atocore_client.py Normal file
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"""Operator-facing API client for live AtoCore instances.
This script is intentionally external to the app runtime. It is for admins and
operators who want a convenient way to inspect live project state, refresh
projects, audit retrieval quality, and manage trusted project-state entries.
"""
from __future__ import annotations
import argparse
import json
import os
import re
import sys
import urllib.error
import urllib.parse
import urllib.request
from typing import Any
BASE_URL = os.environ.get("ATOCORE_BASE_URL", "http://dalidou:8100").rstrip("/")
TIMEOUT = int(os.environ.get("ATOCORE_TIMEOUT_SECONDS", "30"))
REFRESH_TIMEOUT = int(os.environ.get("ATOCORE_REFRESH_TIMEOUT_SECONDS", "1800"))
FAIL_OPEN = os.environ.get("ATOCORE_FAIL_OPEN", "true").lower() == "true"
def print_json(payload: Any) -> None:
print(json.dumps(payload, ensure_ascii=True, indent=2))
def fail_open_payload() -> dict[str, Any]:
return {"status": "unavailable", "source": "atocore", "fail_open": True}
def request(
method: str,
path: str,
data: dict[str, Any] | None = None,
timeout: int | None = None,
) -> Any:
url = f"{BASE_URL}{path}"
headers = {"Content-Type": "application/json"} if data is not None else {}
payload = json.dumps(data).encode("utf-8") if data is not None else None
req = urllib.request.Request(url, data=payload, headers=headers, method=method)
try:
with urllib.request.urlopen(req, timeout=timeout or TIMEOUT) as response:
body = response.read().decode("utf-8")
except urllib.error.HTTPError as exc:
body = exc.read().decode("utf-8")
if body:
print(body)
raise SystemExit(22) from exc
except (urllib.error.URLError, TimeoutError, OSError):
if FAIL_OPEN:
print_json(fail_open_payload())
raise SystemExit(0)
raise
if not body.strip():
return {}
return json.loads(body)
def parse_aliases(aliases_csv: str) -> list[str]:
return [alias.strip() for alias in aliases_csv.split(",") if alias.strip()]
def detect_project(prompt: str) -> dict[str, Any]:
payload = request("GET", "/projects")
prompt_lower = prompt.lower()
best_project = None
best_alias = None
best_score = -1
for project in payload.get("projects", []):
candidates = [project.get("id", ""), *project.get("aliases", [])]
for candidate in candidates:
candidate = (candidate or "").strip()
if not candidate:
continue
pattern = rf"(?<![a-z0-9]){re.escape(candidate.lower())}(?![a-z0-9])"
matched = re.search(pattern, prompt_lower) is not None
if not matched and candidate.lower() not in prompt_lower:
continue
score = len(candidate)
if score > best_score:
best_project = project.get("id")
best_alias = candidate
best_score = score
return {"matched_project": best_project, "matched_alias": best_alias}
def classify_result(result: dict[str, Any]) -> dict[str, Any]:
source_file = (result.get("source_file") or "").lower()
heading = (result.get("heading_path") or "").lower()
title = (result.get("title") or "").lower()
text = " ".join([source_file, heading, title])
labels: list[str] = []
if any(token in text for token in ["_archive", "/archive", "archive/", "pre-cleanup", "pre-migration", "history"]):
labels.append("archive_or_history")
if any(token in text for token in ["status", "dashboard", "current-state", "current state", "next-steps", "next steps"]):
labels.append("current_status")
if any(token in text for token in ["decision", "adr", "tradeoff", "selected architecture", "selection"]):
labels.append("decision")
if any(token in text for token in ["requirement", "spec", "constraints", "baseline", "cdr", "sow"]):
labels.append("requirements")
if any(token in text for token in ["roadmap", "milestone", "plan", "workflow", "calibration", "contract"]):
labels.append("execution_plan")
if not labels:
labels.append("reference")
return {
"score": result.get("score"),
"title": result.get("title"),
"heading_path": result.get("heading_path"),
"source_file": result.get("source_file"),
"labels": labels,
"is_noise_risk": "archive_or_history" in labels,
}
def audit_query(prompt: str, top_k: int, project: str | None) -> dict[str, Any]:
response = request(
"POST",
"/query",
{"prompt": prompt, "top_k": top_k, "project": project or None},
)
classifications = [classify_result(result) for result in response.get("results", [])]
broad_prompt = len(prompt.split()) <= 2
noise_hits = sum(1 for item in classifications if item["is_noise_risk"])
current_hits = sum(1 for item in classifications if "current_status" in item["labels"])
decision_hits = sum(1 for item in classifications if "decision" in item["labels"])
requirements_hits = sum(1 for item in classifications if "requirements" in item["labels"])
recommendations: list[str] = []
if broad_prompt:
recommendations.append("Prompt is broad; prefer a project-specific question with intent, artifact type, or constraint language.")
if noise_hits:
recommendations.append("Archive/history noise is present; prefer current-status, decision, requirements, and baseline docs in the next ingestion/ranking pass.")
if current_hits == 0:
recommendations.append("No current-status docs surfaced in the top results; Wave 2 should ingest or strengthen trusted operational truth.")
if decision_hits == 0:
recommendations.append("No decision docs surfaced in the top results; add or freeze decision logs for the active project.")
if requirements_hits == 0:
recommendations.append("No requirements/baseline docs surfaced in the top results; prioritize baseline and architecture-freeze material.")
if not recommendations:
recommendations.append("Ranking looks healthy for this prompt.")
return {
"prompt": prompt,
"project": project,
"top_k": top_k,
"broad_prompt": broad_prompt,
"noise_hits": noise_hits,
"current_status_hits": current_hits,
"decision_hits": decision_hits,
"requirements_hits": requirements_hits,
"results": classifications,
"recommendations": recommendations,
}
def project_payload(
project_id: str,
aliases_csv: str,
source: str,
subpath: str,
description: str,
label: str,
) -> dict[str, Any]:
return {
"project_id": project_id,
"aliases": parse_aliases(aliases_csv),
"description": description,
"ingest_roots": [{"source": source, "subpath": subpath, "label": label}],
}
def build_parser() -> argparse.ArgumentParser:
parser = argparse.ArgumentParser(description="AtoCore live API client")
sub = parser.add_subparsers(dest="command", required=True)
for name in ["health", "sources", "stats", "projects", "project-template", "debug-context", "ingest-sources"]:
sub.add_parser(name)
p = sub.add_parser("detect-project")
p.add_argument("prompt")
p = sub.add_parser("auto-context")
p.add_argument("prompt")
p.add_argument("budget", nargs="?", type=int, default=3000)
p.add_argument("project", nargs="?", default="")
for name in ["propose-project", "register-project"]:
p = sub.add_parser(name)
p.add_argument("project_id")
p.add_argument("aliases_csv")
p.add_argument("source")
p.add_argument("subpath")
p.add_argument("description", nargs="?", default="")
p.add_argument("label", nargs="?", default="")
p = sub.add_parser("update-project")
p.add_argument("project")
p.add_argument("description")
p.add_argument("aliases_csv", nargs="?", default="")
p = sub.add_parser("refresh-project")
p.add_argument("project")
p.add_argument("purge_deleted", nargs="?", default="false")
p = sub.add_parser("project-state")
p.add_argument("project")
p.add_argument("category", nargs="?", default="")
p = sub.add_parser("project-state-set")
p.add_argument("project")
p.add_argument("category")
p.add_argument("key")
p.add_argument("value")
p.add_argument("source", nargs="?", default="")
p.add_argument("confidence", nargs="?", type=float, default=1.0)
p = sub.add_parser("project-state-invalidate")
p.add_argument("project")
p.add_argument("category")
p.add_argument("key")
p = sub.add_parser("query")
p.add_argument("prompt")
p.add_argument("top_k", nargs="?", type=int, default=5)
p.add_argument("project", nargs="?", default="")
p = sub.add_parser("context-build")
p.add_argument("prompt")
p.add_argument("project", nargs="?", default="")
p.add_argument("budget", nargs="?", type=int, default=3000)
p = sub.add_parser("audit-query")
p.add_argument("prompt")
p.add_argument("top_k", nargs="?", type=int, default=5)
p.add_argument("project", nargs="?", default="")
return parser
def main() -> int:
args = build_parser().parse_args()
cmd = args.command
if cmd == "health":
print_json(request("GET", "/health"))
elif cmd == "sources":
print_json(request("GET", "/sources"))
elif cmd == "stats":
print_json(request("GET", "/stats"))
elif cmd == "projects":
print_json(request("GET", "/projects"))
elif cmd == "project-template":
print_json(request("GET", "/projects/template"))
elif cmd == "debug-context":
print_json(request("GET", "/debug/context"))
elif cmd == "ingest-sources":
print_json(request("POST", "/ingest/sources", {}))
elif cmd == "detect-project":
print_json(detect_project(args.prompt))
elif cmd == "auto-context":
project = args.project or detect_project(args.prompt).get("matched_project") or ""
if not project:
print_json({"status": "no_project_match", "source": "atocore", "mode": "auto-context"})
else:
print_json(request("POST", "/context/build", {"prompt": args.prompt, "project": project, "budget": args.budget}))
elif cmd in {"propose-project", "register-project"}:
path = "/projects/proposal" if cmd == "propose-project" else "/projects/register"
print_json(request("POST", path, project_payload(args.project_id, args.aliases_csv, args.source, args.subpath, args.description, args.label)))
elif cmd == "update-project":
payload: dict[str, Any] = {"description": args.description}
if args.aliases_csv.strip():
payload["aliases"] = parse_aliases(args.aliases_csv)
print_json(request("PUT", f"/projects/{urllib.parse.quote(args.project)}", payload))
elif cmd == "refresh-project":
purge_deleted = args.purge_deleted.lower() in {"1", "true", "yes", "y"}
path = f"/projects/{urllib.parse.quote(args.project)}/refresh?purge_deleted={str(purge_deleted).lower()}"
print_json(request("POST", path, {}, timeout=REFRESH_TIMEOUT))
elif cmd == "project-state":
suffix = f"?category={urllib.parse.quote(args.category)}" if args.category else ""
print_json(request("GET", f"/project/state/{urllib.parse.quote(args.project)}{suffix}"))
elif cmd == "project-state-set":
print_json(request("POST", "/project/state", {
"project": args.project,
"category": args.category,
"key": args.key,
"value": args.value,
"source": args.source,
"confidence": args.confidence,
}))
elif cmd == "project-state-invalidate":
print_json(request("DELETE", "/project/state", {"project": args.project, "category": args.category, "key": args.key}))
elif cmd == "query":
print_json(request("POST", "/query", {"prompt": args.prompt, "top_k": args.top_k, "project": args.project or None}))
elif cmd == "context-build":
print_json(request("POST", "/context/build", {"prompt": args.prompt, "project": args.project or None, "budget": args.budget}))
elif cmd == "audit-query":
print_json(audit_query(args.prompt, args.top_k, args.project or None))
else:
return 1
return 0
if __name__ == "__main__":
raise SystemExit(main())