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Author SHA1 Message Date
1f02166107 Merge branch 'main' into perplexity/soul-md-disambiguation 2026-04-08 11:10:00 +00:00
7dcaa05dbd Merge pull request 'refactor: wire retrieval_enforcer L1 to SovereignStore — eliminate subprocess/ONNX dependency' (#384) from perplexity/wire-enforcer-sovereign-store into main 2026-04-08 11:09:53 +00:00
18124206e1 Merge branch 'main' into perplexity/wire-enforcer-sovereign-store 2026-04-08 11:09:45 +00:00
11736e58cd docs: add disambiguation header to SOUL.md (Bitcoin inscription)
This SOUL.md is the Bitcoin inscription version, not the narrative
identity document. Adding an HTML comment header to clarify.

The canonical narrative SOUL.md lives in timmy-home.
See: #388, #378
2026-04-08 10:58:55 +00:00
afee83c1fe Merge pull request 'docs: add MEMORY_ARCHITECTURE.md — retrieval order, storage layout, data flow' (#375) from perplexity/mempalace-architecture-doc into main 2026-04-08 10:39:51 +00:00
56d8085e88 Merge branch 'main' into perplexity/mempalace-architecture-doc 2026-04-08 10:39:35 +00:00
4e7b24617f Merge pull request 'feat: FLEET-010/011/012 — Phase 3-5 cross-agent delegation, model pipeline, lifecycle' (#365) from timmy/fleet-phase3-5 into main 2026-04-08 10:39:09 +00:00
8daa12c518 Merge branch 'main' into timmy/fleet-phase3-5 2026-04-08 10:39:01 +00:00
3b00891614 refactor: wire retrieval_enforcer L1 to SovereignStore — eliminate subprocess/ONNX dependency
Replaces the subprocess call to mempalace CLI binary with direct SovereignStore import. L1 palace search now uses SQLite + FTS5 + HRR vectors in-process. No ONNX, no subprocess, no API calls.

Removes: import subprocess, MEMPALACE_BIN constant
Adds: SovereignStore lazy singleton, _get_store(), SOVEREIGN_DB path

Closes #383
Depends on #380 (sovereign_store.py)
2026-04-08 10:32:52 +00:00
2 changed files with 72 additions and 29 deletions

10
SOUL.md
View File

@@ -1,3 +1,13 @@
<!--
NOTE: This is the BITCOIN INSCRIPTION version of SOUL.md.
It is the immutable on-chain conscience. Do not modify this content.
The NARRATIVE identity document (for onboarding, Audio Overviews,
and system prompts) lives in timmy-home/SOUL.md.
See: #388, #378 for the divergence audit.
-->
# SOUL.md
## Inscription 1 — The Immutable Conscience

View File

@@ -1,28 +1,37 @@
"""Retrieval Order Enforcer — L0 through L5 memory hierarchy.
Ensures the agent checks durable memory before falling back to free generation.
Gracefully degrades if any layer is unavailable (ONNX issues, missing files, etc).
Gracefully degrades if any layer is unavailable (missing files, etc).
Layer order:
L0: Identity (~/.mempalace/identity.txt)
L1: Palace rooms (mempalace CLI search)
L2: Session scratch (~/.hermes/scratchpad/{session_id}.json)
L3: Gitea artifacts (API search for issues/PRs)
L4: Procedures (skills directory search)
L5: Free generation (only if L0-L4 produced nothing)
L0: Identity (~/.mempalace/identity.txt)
L1: Palace rooms (SovereignStore — SQLite + FTS5 + HRR, zero API calls)
L2: Session scratch (~/.hermes/scratchpad/{session_id}.json)
L3: Gitea artifacts (API search for issues/PRs)
L4: Procedures (skills directory search)
L5: Free generation (only if L0-L4 produced nothing)
Refs: Epic #367, Sub-issue #369
Refs: Epic #367, Sub-issue #369, Wiring: #383
"""
from __future__ import annotations
import json
import os
import re
import subprocess
from pathlib import Path
from typing import Optional
# ---------------------------------------------------------------------------
# Sovereign Store (replaces mempalace CLI subprocess)
# ---------------------------------------------------------------------------
try:
from .sovereign_store import SovereignStore
except ImportError:
try:
from sovereign_store import SovereignStore
except ImportError:
SovereignStore = None # type: ignore[misc,assignment]
# ---------------------------------------------------------------------------
# Constants
# ---------------------------------------------------------------------------
@@ -30,7 +39,7 @@ from typing import Optional
IDENTITY_PATH = Path.home() / ".mempalace" / "identity.txt"
SCRATCHPAD_DIR = Path.home() / ".hermes" / "scratchpad"
SKILLS_DIR = Path.home() / ".hermes" / "skills"
MEMPALACE_BIN = "/Library/Frameworks/Python.framework/Versions/3.12/bin/mempalace"
SOVEREIGN_DB = Path.home() / ".hermes" / "palace" / "sovereign.db"
# Patterns that indicate a recall-style query
RECALL_PATTERNS = re.compile(
@@ -42,6 +51,23 @@ RECALL_PATTERNS = re.compile(
r")\b"
)
# Singleton store instance (lazy-init)
_store: Optional["SovereignStore"] = None
def _get_store() -> Optional["SovereignStore"]:
"""Lazy-init the SovereignStore singleton."""
global _store
if _store is not None:
return _store
if SovereignStore is None:
return None
try:
_store = SovereignStore(db_path=str(SOVEREIGN_DB))
return _store
except Exception:
return None
# ---------------------------------------------------------------------------
# L0: Identity
@@ -62,25 +88,33 @@ def load_identity() -> str:
# ---------------------------------------------------------------------------
# L1: Palace search
# L1: Palace search (now via SovereignStore — zero subprocess, zero API)
# ---------------------------------------------------------------------------
def search_palace(query: str) -> str:
"""Search the mempalace for relevant memories. Gracefully degrades on failure."""
def search_palace(query: str, room: Optional[str] = None) -> str:
"""Search the sovereign memory store for relevant memories.
Uses SovereignStore (SQLite + FTS5 + HRR) for hybrid keyword + semantic
search. No subprocess calls, no ONNX, no API keys.
Gracefully degrades to empty string if store is unavailable.
"""
store = _get_store()
if store is None:
return ""
try:
bin_path = MEMPALACE_BIN if os.path.exists(MEMPALACE_BIN) else "mempalace"
result = subprocess.run(
[bin_path, "search", query],
capture_output=True,
text=True,
timeout=10,
)
if result.returncode == 0 and result.stdout.strip():
return result.stdout.strip()
except (FileNotFoundError, subprocess.TimeoutExpired, OSError):
# ONNX issues (#373) or mempalace not installed — degrade gracefully
pass
return ""
results = store.search(query, room=room, limit=5, min_trust=0.2)
if not results:
return ""
lines = []
for r in results:
trust = r.get("trust_score", 0.5)
room_name = r.get("room", "general")
content = r.get("content", "")
lines.append(f" [{room_name}] (trust:{trust:.2f}) {content}")
return "\n".join(lines)
except Exception:
return ""
# ---------------------------------------------------------------------------
@@ -177,7 +211,6 @@ def search_skills(query: str) -> str:
try:
content = skill_md.read_text(encoding="utf-8").lower()
if any(t in content for t in terms):
# Extract title from frontmatter
title = skill_dir.name
matches.append(f" skill: {title}")
except OSError:
@@ -236,7 +269,7 @@ def enforce_retrieval_order(
result["context"] += f"## Identity\n{identity}\n\n"
result["layers_checked"].append("L0")
# L1: Palace search
# L1: Palace search (SovereignStore — zero API, zero subprocess)
palace_results = search_palace(query)
if palace_results:
result["context"] += f"## Palace Memory\n{palace_results}\n\n"