Save Parzival session handoff document to Qdrant for cross-session memory
Scanned 9/2/2026
Install to Claude Code
npx -y skills add majiayu000/claude-skill-registry --skill parzival-save-handoff --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: parzival-save-handoff
description: "Save Parzival session handoff document to Qdrant for cross-session memory"
---
"""Save Parzival handoff to Qdrant: /parzival-save-handoff
Called by parzival-closeout command after creating the handoff file.
Stores the handoff content to Qdrant discussions collection with
type=agent_handoff, agent_id=parzival.
Usage:
/parzival-save-handoff "PM #54: Phase 1d scoping complete..."
/parzival-save-handoff --file oversight/session-logs/SESSION_HANDOFF_2026-02-16_PM54.md
"""
from __future__ import annotations
import os
import sys
import time
from pathlib import Path
_install_dir = os.path.expanduser("~/.ai-memory")
sys.path.insert(0, os.path.join(_install_dir, "src"))
from memory.config import get_config
from memory.storage import MemoryStorage
from memory.metrics_push import push_skill_metrics_async
def main():
start_time = time.perf_counter()
config = get_config()
if not config.parzival_enabled:
print("Parzival is not enabled. Set PARZIVAL_ENABLED=true in .env.")
return
# Accept content as argument or --file path
content = None
if len(sys.argv) > 1:
if sys.argv[1] == "--file" and len(sys.argv) > 2:
file_path = Path(sys.argv[2])
if not file_path.is_absolute():
file_path = Path.cwd() / file_path
if file_path.exists():
content = file_path.read_text(encoding="utf-8")
else:
print(f"Error: File not found: {file_path}")
sys.exit(1)
else:
content = " ".join(sys.argv[1:])
if not content:
print("Error: No content provided. Pass text or --file <path>.")
sys.exit(1)
storage = MemoryStorage(config)
try:
result = storage.store_agent_memory(
content=content,
memory_type="agent_handoff",
agent_id="parzival",
cwd=os.getcwd(),
)
except Exception as e:
print(f"Warning: Failed to save handoff to Qdrant: {e}")
print("Closeout continues — file write is the primary record.")
push_skill_metrics_async("parzival-save-handoff", "error", time.perf_counter() - start_time)
return
status = result.get("status", "unknown")
if status == "stored":
print(f"Handoff saved to Qdrant (id: {result.get('memory_id', 'unknown')[:8]}...)")
elif status == "duplicate":
print("Handoff already exists in Qdrant (duplicate detected).")
else:
print(f"Handoff storage result: {status}")
metric_status = "success" if status in ("stored", "duplicate") else "error"
push_skill_metrics_async("parzival-save-handoff", metric_status, time.perf_counter() - start_time)
# Skill tracing (PLAN-014 G-06)
try:
from memory.trace_buffer import emit_trace_event
emit_trace_event(
event_type="skill_execution",
data={
"input": f"Skill: parzival-save-handoff"[:10000],
"output": f"Result: completed"[:10000],
"metadata": {"skill_name": "parzival-save-handoff"},
},
session_id=os.environ.get("CLAUDE_SESSION_ID", "unknown"),
tags=["skill"],
)
except Exception:
pass # Tracing failures never break skill execution
if __name__ == "__main__":
main()
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