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feat(honcho): context injection overhaul, 5-tool surface, cost safety, session isolation (#10619)
Salvaged from PR #9884 by erosika. Cherry-picked plugin changes onto current main with minimal core modifications. Plugin changes (plugins/memory/honcho/): - New honcho_reasoning tool (5th tool, splits LLM calls from honcho_context) - Two-layer context injection: base context (summary + representation + card) on contextCadence, dialectic supplement on dialecticCadence - Multi-pass dialectic depth (1-3 passes) with early bail-out on strong signal - Cold/warm prompt selection based on session state - dialecticCadence defaults to 3 (was 1) — ~66% fewer Honcho LLM calls - Session summary injection for conversational continuity - Bidirectional peer targeting on all 5 tools - Correctness fixes: peer param fallback, None guard on set_peer_card, schema validation, signal_sufficient anchored regex, mid->medium level fix Core changes (~20 lines across 3 files): - agent/memory_manager.py: Enhanced sanitize_context() to strip full <memory-context> blocks and system notes (prevents leak from saveMessages) - run_agent.py: gateway_session_key param for stable per-chat Honcho sessions, on_turn_start() call before prefetch_all() for cadence tracking, sanitize_context() on user messages to strip leaked memory blocks - gateway/run.py: skip_memory=True on 2 temp agents (prevents orphan sessions), gateway_session_key threading to main agent Tests: 509 passed (3 skipped — honcho SDK not installed locally) Docs: Updated honcho.md, memory-providers.md, tools-reference.md, SKILL.md Co-authored-by: erosika <erosika@users.noreply.github.com>
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17 changed files with 2632 additions and 396 deletions
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@ -440,11 +440,43 @@ def cmd_setup(args) -> None:
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if new_recall in ("hybrid", "context", "tools"):
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hermes_host["recallMode"] = new_recall
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# --- 7. Session strategy ---
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current_strat = hermes_host.get("sessionStrategy") or cfg.get("sessionStrategy", "per-directory")
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# --- 7. Context token budget ---
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current_ctx_tokens = hermes_host.get("contextTokens") or cfg.get("contextTokens")
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current_display = str(current_ctx_tokens) if current_ctx_tokens else "uncapped"
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print("\n Context injection per turn (hybrid/context recall modes only):")
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print(" uncapped -- no limit (default)")
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print(" N -- token limit per turn (e.g. 1200)")
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new_ctx_tokens = _prompt("Context tokens", default=current_display)
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if new_ctx_tokens.strip().lower() in ("none", "uncapped", "no limit"):
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hermes_host.pop("contextTokens", None)
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elif new_ctx_tokens.strip() == "":
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pass # keep current
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else:
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try:
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val = int(new_ctx_tokens)
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if val >= 0:
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hermes_host["contextTokens"] = val
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except (ValueError, TypeError):
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pass # keep current
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# --- 7b. Dialectic cadence ---
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current_dialectic = str(hermes_host.get("dialecticCadence") or cfg.get("dialecticCadence") or "3")
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print("\n Dialectic cadence:")
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print(" How often Honcho rebuilds its user model (LLM call on Honcho backend).")
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print(" 1 = every turn (aggressive), 3 = every 3 turns (recommended), 5+ = sparse.")
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new_dialectic = _prompt("Dialectic cadence", default=current_dialectic)
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try:
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val = int(new_dialectic)
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if val >= 1:
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hermes_host["dialecticCadence"] = val
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except (ValueError, TypeError):
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hermes_host["dialecticCadence"] = 3
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# --- 8. Session strategy ---
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current_strat = hermes_host.get("sessionStrategy") or cfg.get("sessionStrategy", "per-session")
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print("\n Session strategy:")
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print(" per-directory -- one session per working directory (default)")
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print(" per-session -- new Honcho session each run")
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print(" per-session -- each run starts clean, Honcho injects context automatically")
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print(" per-directory -- reuses session per dir, prior context auto-injected each run")
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print(" per-repo -- one session per git repository")
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print(" global -- single session across all directories")
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new_strat = _prompt("Session strategy", default=current_strat)
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@ -490,10 +522,11 @@ def cmd_setup(args) -> None:
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print(f" Recall: {hcfg.recall_mode}")
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print(f" Sessions: {hcfg.session_strategy}")
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print("\n Honcho tools available in chat:")
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print(" honcho_context -- ask Honcho about the user (LLM-synthesized)")
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print(" honcho_search -- semantic search over history (no LLM)")
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print(" honcho_profile -- peer card, key facts (no LLM)")
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print(" honcho_conclude -- persist a user fact to memory (no LLM)")
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print(" honcho_context -- session context: summary, representation, card, messages")
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print(" honcho_search -- semantic search over history")
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print(" honcho_profile -- peer card, key facts")
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print(" honcho_reasoning -- ask Honcho a question, synthesized answer")
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print(" honcho_conclude -- persist a user fact to memory")
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print("\n Other commands:")
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print(" hermes honcho status -- show full config")
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print(" hermes honcho mode -- change recall/observation mode")
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@ -585,13 +618,26 @@ def cmd_status(args) -> None:
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print(f" Enabled: {hcfg.enabled}")
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print(f" API key: {masked}")
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print(f" Workspace: {hcfg.workspace_id}")
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print(f" Config path: {active_path}")
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# Config paths — show where config was read from and where writes go
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global_path = Path.home() / ".honcho" / "config.json"
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print(f" Config: {active_path}")
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if write_path != active_path:
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print(f" Write path: {write_path} (instance-local)")
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print(f" Write to: {write_path} (profile-local)")
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if active_path == global_path:
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print(f" Fallback: (none — using global ~/.honcho/config.json)")
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elif global_path.exists():
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print(f" Fallback: {global_path} (exists, cross-app interop)")
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print(f" AI peer: {hcfg.ai_peer}")
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print(f" User peer: {hcfg.peer_name or 'not set'}")
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print(f" Session key: {hcfg.resolve_session_name()}")
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print(f" Session strat: {hcfg.session_strategy}")
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print(f" Recall mode: {hcfg.recall_mode}")
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print(f" Context budget: {hcfg.context_tokens or '(uncapped)'} tokens")
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raw = getattr(hcfg, "raw", None) or {}
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dialectic_cadence = raw.get("dialecticCadence") or 3
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print(f" Dialectic cad: every {dialectic_cadence} turn{'s' if dialectic_cadence != 1 else ''}")
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print(f" Observation: user(me={hcfg.user_observe_me},others={hcfg.user_observe_others}) ai(me={hcfg.ai_observe_me},others={hcfg.ai_observe_others})")
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print(f" Write freq: {hcfg.write_frequency}")
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@ -599,8 +645,8 @@ def cmd_status(args) -> None:
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print("\n Connection... ", end="", flush=True)
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try:
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client = get_honcho_client(hcfg)
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print("OK")
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_show_peer_cards(hcfg, client)
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print("OK")
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except Exception as e:
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print(f"FAILED ({e})\n")
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else:
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@ -824,6 +870,41 @@ def cmd_mode(args) -> None:
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print(f" {label}Recall mode -> {mode_arg} ({MODES[mode_arg]})\n")
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def cmd_strategy(args) -> None:
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"""Show or set the session strategy."""
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STRATEGIES = {
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"per-session": "each run starts clean, Honcho injects context automatically",
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"per-directory": "reuses session per dir, prior context auto-injected each run",
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"per-repo": "one session per git repository",
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"global": "single session across all directories",
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}
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cfg = _read_config()
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strat_arg = getattr(args, "strategy", None)
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if strat_arg is None:
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current = (
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(cfg.get("hosts") or {}).get(_host_key(), {}).get("sessionStrategy")
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or cfg.get("sessionStrategy")
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or "per-session"
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)
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print("\nHoncho session strategy\n" + "─" * 40)
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for s, desc in STRATEGIES.items():
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marker = " <-" if s == current else ""
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print(f" {s:<15} {desc}{marker}")
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print(f"\n Set with: hermes honcho strategy [per-session|per-directory|per-repo|global]\n")
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return
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if strat_arg not in STRATEGIES:
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print(f" Invalid strategy '{strat_arg}'. Options: {', '.join(STRATEGIES)}\n")
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return
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host = _host_key()
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label = f"[{host}] " if host != "hermes" else ""
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cfg.setdefault("hosts", {}).setdefault(host, {})["sessionStrategy"] = strat_arg
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_write_config(cfg)
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print(f" {label}Session strategy -> {strat_arg} ({STRATEGIES[strat_arg]})\n")
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def cmd_tokens(args) -> None:
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"""Show or set token budget settings."""
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cfg = _read_config()
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@ -1143,10 +1224,11 @@ def cmd_migrate(args) -> None:
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print(" automatically. Files become the seed, not the live store.")
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print()
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print(" Honcho tools (available to the agent during conversation)")
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print(" honcho_context — ask Honcho a question, get a synthesized answer (LLM)")
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print(" honcho_search — semantic search over stored context (no LLM)")
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print(" honcho_profile — fast peer card snapshot (no LLM)")
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print(" honcho_conclude — write a conclusion/fact back to memory (no LLM)")
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print(" honcho_context — session context: summary, representation, card, messages")
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print(" honcho_search — semantic search over stored context")
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print(" honcho_profile — fast peer card snapshot")
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print(" honcho_reasoning — ask Honcho a question, synthesized answer")
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print(" honcho_conclude — write a conclusion/fact back to memory")
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print()
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print(" Session naming")
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print(" OpenClaw: no persistent session concept — files are global.")
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@ -1197,6 +1279,8 @@ def honcho_command(args) -> None:
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cmd_peer(args)
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elif sub == "mode":
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cmd_mode(args)
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elif sub == "strategy":
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cmd_strategy(args)
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elif sub == "tokens":
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cmd_tokens(args)
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elif sub == "identity":
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@ -1211,7 +1295,7 @@ def honcho_command(args) -> None:
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cmd_sync(args)
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else:
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print(f" Unknown honcho command: {sub}")
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print(" Available: status, sessions, map, peer, mode, tokens, identity, migrate, enable, disable, sync\n")
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print(" Available: status, sessions, map, peer, mode, strategy, tokens, identity, migrate, enable, disable, sync\n")
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def register_cli(subparser) -> None:
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@ -1270,6 +1354,15 @@ def register_cli(subparser) -> None:
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help="Recall mode to set (hybrid/context/tools). Omit to show current.",
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)
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strategy_parser = subs.add_parser(
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"strategy", help="Show or set session strategy (per-session/per-directory/per-repo/global)",
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)
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strategy_parser.add_argument(
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"strategy", nargs="?", metavar="STRATEGY",
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choices=("per-session", "per-directory", "per-repo", "global"),
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help="Session strategy to set. Omit to show current.",
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)
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tokens_parser = subs.add_parser(
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"tokens", help="Show or set token budget for context and dialectic",
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)
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