"""Hermes Achievements dashboard plugin backend. Mounted at /api/plugins/hermes-achievements/ by Hermes dashboard. """ from __future__ import annotations import json import math import re import threading import time from pathlib import Path from typing import Any, Dict, List, Optional, Set try: from hermes_constants import get_hermes_home except ImportError: import os as _os def get_hermes_home() -> Path: # type: ignore[misc] val = (_os.environ.get("HERMES_HOME") or "").strip() return Path(val) if val else Path.home() / ".hermes" try: from fastapi import APIRouter except Exception: # Allows local unit tests without dashboard dependencies. class APIRouter: # type: ignore def get(self, *_args, **_kwargs): return lambda fn: fn def post(self, *_args, **_kwargs): return lambda fn: fn router = APIRouter() SNAPSHOT_TTL_SECONDS = 120 _SCAN_LOCK = threading.Lock() _SNAPSHOT_CACHE: Optional[Dict[str, Any]] = None _SNAPSHOT_CACHE_AT = 0 _SCAN_STATUS: Dict[str, Any] = { "state": "idle", "started_at": None, "finished_at": None, "last_error": None, "last_duration_ms": None, "run_count": 0, } ERROR_RE = re.compile(r"\b(error|failed|failure|traceback|exception|permission denied|not found|eaddrinuse|already in use|timed out|blocked)\b", re.I) PORT_RE = re.compile(r"\b(port\s+)?(3000|5173|8000|8080|9119)\b.*\b(in use|already|taken|eaddrinuse)\b|\beaddrinuse\b", re.I) INSTALL_RE = re.compile(r"\b(npm|pnpm|yarn|pip|uv)\b.*\b(install|add)\b", re.I) SUCCESS_RE = re.compile(r"\b(success|passed|built|compiled|done|exit_code[\"']?\s*[:=]\s*0|verified|ok)\b", re.I) FILE_RE = re.compile(r"(?:/home/|~/?|\./|/mnt/)[\w./-]+\.(?:py|js|ts|tsx|jsx|css|html|md|json|yaml|yml|svg|sql|sh)") TIER_NAMES = ["Copper", "Silver", "Gold", "Diamond", "Olympian"] def tiers(values: List[int]) -> List[Dict[str, Any]]: return [{"name": name, "threshold": threshold} for name, threshold in zip(TIER_NAMES, values)] def req(metric: str, gte: int) -> Dict[str, Any]: return {"metric": metric, "gte": gte} ACHIEVEMENTS: List[Dict[str, Any]] = [ # Agent Autonomy — mostly best-session feats {"id": "let_him_cook", "name": "Let Him Cook", "description": "Let Hermes run a serious autonomous tool chain in one session.", "category": "Agent Autonomy", "kind": "best_session", "icon": "flame", "threshold_metric": "max_tool_calls_in_session", "tiers": tiers([200, 500, 1200, 3000, 8000])}, {"id": "autonomous_avalanche", "name": "Autonomous Avalanche", "description": "Accumulate a lifetime avalanche of Hermes tool calls across sessions.", "category": "Agent Autonomy", "kind": "lifetime", "icon": "avalanche", "threshold_metric": "total_tool_calls", "tiers": tiers([1000, 3000, 8000, 20000, 50000])}, {"id": "toolchain_maxxer", "name": "Toolchain Maxxer", "description": "Use a wide spread of distinct Hermes tools in one session.", "category": "Agent Autonomy", "kind": "best_session", "icon": "nodes", "threshold_metric": "max_distinct_tools_in_session", "tiers": tiers([18, 28, 45, 70, 100])}, {"id": "full_send", "name": "Full Send", "description": "Terminal, files, and web/browser all get involved in one real run.", "category": "Agent Autonomy", "kind": "multi_condition", "icon": "rocket", "requirements": [req("max_terminal_calls_in_session", 180), req("max_file_tool_calls_in_session", 120), req("max_web_browser_calls_in_session", 60)]}, {"id": "subagent_commander", "name": "Subagent Commander", "description": "Coordinate delegated agent work.", "category": "Agent Autonomy", "kind": "lifetime", "icon": "branch", "threshold_metric": "total_delegate_calls", "tiers": tiers([5, 40, 100, 1000, 5000])}, {"id": "background_process_enjoyer", "name": "Background Process Enjoyer", "description": "Start or control enough long-running processes to deserve the title.", "category": "Agent Autonomy", "kind": "lifetime", "icon": "daemon", "threshold_metric": "total_process_calls", "tiers": tiers([300, 800, 2000, 6000, 15000])}, {"id": "cron_necromancer", "name": "Cron Necromancer", "description": "Raise scheduled autonomous jobs from the dead.", "category": "Agent Autonomy", "kind": "lifetime", "icon": "clock", "threshold_metric": "total_cron_calls", "tiers": tiers([1000, 3000, 8000, 20000, 50000])}, # Debugging Chaos — higher thresholds + multi-condition events {"id": "red_text_connoisseur", "name": "Red Text Connoisseur", "description": "Encounter enough errors to develop a palate for red text.", "category": "Debugging Chaos", "kind": "lifetime", "icon": "warning", "threshold_metric": "total_errors", "tiers": tiers([1500, 4000, 10000, 25000, 75000])}, {"id": "stack_trace_sommelier", "name": "Stack Trace Sommelier", "description": "Taste tracebacks by the flight, not by the sip.", "category": "Debugging Chaos", "kind": "lifetime", "icon": "wine", "threshold_metric": "traceback_events", "tiers": tiers([300, 1000, 3000, 8000, 20000])}, {"id": "actually_read_the_logs", "name": "Actually Read The Logs", "description": "Inspect logs repeatedly instead of guessing.", "category": "Debugging Chaos", "kind": "lifetime", "icon": "scroll", "threshold_metric": "log_read_events", "tiers": tiers([1000, 3000, 8000, 20000, 50000])}, {"id": "port_3000_taken", "name": "Port 3000 Is Taken", "description": "Discover dev-server port conflict patterns enough times to become numb.", "category": "Debugging Chaos", "kind": "lifetime", "icon": "plug", "secret": True, "threshold_metric": "port_conflict_events", "tiers": tiers([15, 40, 100, 300, 1000])}, {"id": "permission_denied_any_percent", "name": "Permission Denied Any%", "description": "Speedrun into permission walls.", "category": "Debugging Chaos", "kind": "lifetime", "icon": "lock", "secret": True, "threshold_metric": "permission_denied_events", "tiers": tiers([25, 75, 200, 600, 1500])}, {"id": "dependency_hell_tourist", "name": "Dependency Hell Tourist", "description": "Package installs fail, then somehow life continues.", "category": "Debugging Chaos", "kind": "multi_condition", "icon": "package_skull", "requirements": [req("install_error_events", 25), req("install_success_events", 10)]}, {"id": "the_fix_was_restarting", "name": "The Fix Was Restarting It", "description": "Restart after enough error clusters to call it a technique.", "category": "Debugging Chaos", "kind": "multi_condition", "icon": "restart", "requirements": [req("restart_after_error_events", 50), req("total_errors", 4000)]}, {"id": "forgot_the_env_var", "name": "Forgot The Env Var", "description": "Auth or configuration failed because an environment variable was missing.", "category": "Debugging Chaos", "kind": "lifetime", "icon": "key", "secret": True, "threshold_metric": "env_var_error_events", "tiers": tiers([5000, 15000, 40000, 100000, 250000])}, {"id": "yaml_colon_incident", "name": "YAML Colon Incident", "description": "Configuration syntax bites back.", "category": "Debugging Chaos", "kind": "lifetime", "icon": "colon", "secret": True, "threshold_metric": "yaml_error_events", "tiers": tiers([1000, 3000, 8000, 20000, 50000])}, {"id": "docker_name_collision", "name": "Docker Name Collision", "description": "A container name already exists. Of course it does.", "category": "Debugging Chaos", "kind": "lifetime", "icon": "container", "secret": True, "threshold_metric": "docker_conflict_events", "tiers": tiers([75, 200, 600, 1500, 4000])}, # Vibe Coding {"id": "supposed_to_be_quick", "name": "This Was Supposed To Be Quick", "description": "A tiny ask becomes an entire expedition.", "category": "Vibe Coding", "kind": "best_session", "icon": "melting_clock", "threshold_metric": "max_messages_in_session", "tiers": tiers([300, 600, 1200, 2500, 6000])}, {"id": "one_more_small_change", "name": "One More Small Change", "description": "Make enough file edits in one session to invalidate the phrase small change.", "category": "Vibe Coding", "kind": "best_session", "icon": "pencil", "threshold_metric": "max_file_tool_calls_in_session", "tiers": tiers([150, 400, 1000, 3000, 8000])}, {"id": "vibe_architect", "name": "Vibe Architect", "description": "Touch a broad surface area in one project session.", "category": "Vibe Coding", "kind": "best_session", "icon": "blueprint", "threshold_metric": "max_files_touched_in_session", "tiers": tiers([300, 700, 1500, 4000, 10000])}, {"id": "pixel_goblin", "name": "Pixel Goblin", "description": "Do sustained frontend, CSS, SVG, or visual tuning.", "category": "Vibe Coding", "kind": "lifetime", "icon": "pixel", "threshold_metric": "frontend_activity_events", "tiers": tiers([20000, 50000, 120000, 300000, 800000])}, {"id": "ship_first_ask_later", "name": "Ship First, Ask Later", "description": "Git activity after a serious tool chain.", "category": "Vibe Coding", "kind": "multi_condition", "icon": "ship", "requirements": [req("git_events", 50), req("max_tool_calls_in_session", 500)]}, {"id": "css_exorcist", "name": "CSS Exorcist", "description": "Cast repeated styling demons out of the interface.", "category": "Vibe Coding", "kind": "lifetime", "icon": "spark_cursor", "threshold_metric": "css_activity_events", "tiers": tiers([10000, 30000, 80000, 200000, 500000])}, {"id": "one_character_fix", "name": "One Character Fix", "description": "A tiny edit after a pile of errors. Painful. Beautiful.", "category": "Vibe Coding", "kind": "multi_condition", "icon": "needle", "secret": True, "requirements": [req("tiny_patch_after_errors_events", 5), req("total_errors", 4000)]}, # Hermes Native {"id": "skillsmith", "name": "Skillsmith", "description": "Work with Hermes skills enough to leave fingerprints.", "category": "Hermes Native", "kind": "lifetime", "icon": "hammer_scroll", "threshold_metric": "skill_events", "tiers": tiers([5000, 15000, 40000, 100000, 250000])}, {"id": "skill_issue_skill_created", "name": "Skill Issue? Skill Created.", "description": "Create or patch durable procedures instead of repeating yourself.", "category": "Hermes Native", "kind": "lifetime", "icon": "anvil", "threshold_metric": "skill_manage_events", "tiers": tiers([25, 75, 200, 600, 1500])}, {"id": "memory_keeper", "name": "Memory Keeper", "description": "Persist durable knowledge with memory or Mnemosyne.", "category": "Hermes Native", "kind": "lifetime", "icon": "crystal", "threshold_metric": "memory_events", "tiers": tiers([100, 300, 1000, 3000, 8000])}, {"id": "memory_palace", "name": "Memory Palace", "description": "Build a serious durable-memory trail.", "category": "Hermes Native", "kind": "lifetime", "icon": "palace", "threshold_metric": "memory_write_events", "tiers": tiers([100, 300, 1000, 3000, 8000])}, {"id": "context_dragon", "name": "Context Dragon", "description": "Brush against compression, huge context, or token pressure repeatedly.", "category": "Hermes Native", "kind": "lifetime", "icon": "dragon", "threshold_metric": "context_events", "tiers": tiers([5000, 15000, 40000, 100000, 250000])}, {"id": "gateway_dweller", "name": "Gateway Dweller", "description": "Live through gateway-connected Hermes workflows.", "category": "Hermes Native", "kind": "lifetime", "icon": "antenna", "threshold_metric": "gateway_events", "tiers": tiers([5000, 15000, 40000, 100000, 250000])}, {"id": "plugin_goblin", "name": "Plugin Goblin", "description": "Use or develop plugins enough that the dashboard notices.", "category": "Hermes Native", "kind": "lifetime", "icon": "puzzle", "threshold_metric": "plugin_events", "tiers": tiers([1000, 3000, 8000, 20000, 50000])}, {"id": "rollback_wizard", "name": "Rollback Wizard", "description": "Invoke rollback/checkpoint recovery magic.", "category": "Hermes Native", "kind": "lifetime", "icon": "rewind", "secret": True, "threshold_metric": "rollback_events", "tiers": tiers([500, 1500, 4000, 10000, 25000])}, # Research/Web {"id": "rabbit_hole_certified", "name": "Rabbit Hole Certified", "description": "Search or extract enough web content to qualify as a research spiral.", "category": "Research/Web", "kind": "lifetime", "icon": "spiral", "threshold_metric": "total_web_calls", "tiers": tiers([400, 1200, 3000, 8000, 20000])}, {"id": "citation_goblin", "name": "Citation Goblin", "description": "Extract enough web pages to become a tiny librarian.", "category": "Research/Web", "kind": "lifetime", "icon": "quote", "threshold_metric": "total_web_extract_calls", "tiers": tiers([100, 300, 1000, 3000, 8000])}, {"id": "docs_archaeologist", "name": "Docs Archaeologist", "description": "Dig through documentation sources over and over.", "category": "Research/Web", "kind": "lifetime", "icon": "compass", "threshold_metric": "docs_activity_events", "tiers": tiers([5000, 15000, 40000, 100000, 250000])}, {"id": "browser_possession", "name": "Browser Possession", "description": "Possess a browser through automation repeatedly.", "category": "Research/Web", "kind": "lifetime", "icon": "browser", "threshold_metric": "browser_calls", "tiers": tiers([75, 200, 600, 1500, 4000])}, # Tool Mastery {"id": "terminal_goblin", "name": "Terminal Goblin", "description": "Spend serious time in shell-land.", "category": "Tool Mastery", "kind": "lifetime", "icon": "terminal", "threshold_metric": "total_terminal_calls", "tiers": tiers([750, 2000, 6000, 15000, 50000])}, {"id": "patch_wizard", "name": "Patch Wizard", "description": "Bend files to your will with targeted patches.", "category": "Tool Mastery", "kind": "lifetime", "icon": "wand", "threshold_metric": "total_patch_calls", "tiers": tiers([250, 750, 2000, 6000, 15000])}, {"id": "file_archaeologist", "name": "File Archaeologist", "description": "Dig through the filesystem with reads and searches.", "category": "Tool Mastery", "kind": "lifetime", "icon": "folder", "threshold_metric": "total_file_reads_searches", "tiers": tiers([750, 2000, 6000, 15000, 50000])}, {"id": "image_whisperer", "name": "Image Whisperer", "description": "Use image generation or vision tools enough for visual work.", "category": "Tool Mastery", "kind": "lifetime", "icon": "eye", "threshold_metric": "image_vision_calls", "tiers": tiers([100, 300, 1000, 3000, 8000])}, {"id": "voice_of_the_machine", "name": "Voice Of The Machine", "description": "Use text-to-speech or voice tooling repeatedly.", "category": "Tool Mastery", "kind": "lifetime", "icon": "wave", "threshold_metric": "tts_calls", "tiers": tiers([10, 30, 100, 300, 800])}, # Model Lore {"id": "model_hopper", "name": "Model Hopper", "description": "Switch or inspect providers/models enough to count as a habit.", "category": "Model Lore", "kind": "lifetime", "icon": "swap", "threshold_metric": "model_events", "tiers": tiers([10000, 30000, 80000, 200000, 500000])}, {"id": "openrouter_enjoyer", "name": "OpenRouter Enjoyer", "description": "Route model work through OpenRouter repeatedly.", "category": "Model Lore", "kind": "lifetime", "icon": "router", "threshold_metric": "openrouter_events", "tiers": tiers([250, 750, 2000, 6000, 15000])}, {"id": "codex_conjurer", "name": "Codex Conjurer", "description": "Summon Codex-flavored assistance often enough for a ritual.", "category": "Model Lore", "kind": "lifetime", "icon": "codex", "threshold_metric": "codex_events", "tiers": tiers([500, 1500, 4000, 10000, 25000])}, {"id": "multi_model_mage", "name": "Multi-Model Mage", "description": "Use a real spread of distinct model names across Hermes history.", "category": "Model Lore", "kind": "lifetime", "icon": "prism", "threshold_metric": "distinct_model_count", "tiers": tiers([10, 20, 40, 80, 160])}, {"id": "five_model_flight", "name": "Five-Model Flight", "description": "Try at least five distinct LLMs instead of marrying the first model that answers.", "category": "Model Lore", "kind": "lifetime", "icon": "prism", "threshold_metric": "distinct_model_count", "tiers": tiers([5, 10, 20, 40, 80])}, {"id": "provider_polyglot", "name": "Provider Polyglot", "description": "Use models from multiple providers across Hermes history.", "category": "Model Lore", "kind": "lifetime", "icon": "swap", "threshold_metric": "distinct_provider_count", "tiers": tiers([2, 3, 5, 8, 12])}, {"id": "model_sommelier", "name": "Model Sommelier", "description": "Taste enough model/provider conversations to develop preferences.", "category": "Model Lore", "kind": "lifetime", "icon": "wine", "threshold_metric": "model_events", "tiers": tiers([250, 750, 2000, 6000, 15000])}, {"id": "claude_confidant", "name": "Claude Confidant", "description": "Bring Claude-flavored reasoning into the workflow repeatedly.", "category": "Model Lore", "kind": "lifetime", "icon": "quote", "threshold_metric": "claude_events", "tiers": tiers([50, 150, 500, 1500, 4000])}, {"id": "gemini_cartographer", "name": "Gemini Cartographer", "description": "Map enough Gemini-related workflows to know the terrain.", "category": "Model Lore", "kind": "lifetime", "icon": "compass", "threshold_metric": "gemini_events", "tiers": tiers([50, 150, 500, 1500, 4000])}, {"id": "open_weights_pilgrim", "name": "Open Weights Pilgrim", "description": "Actually chat with local/open-weight models through Hermes session metadata.", "category": "Model Lore", "kind": "lifetime", "icon": "terminal", "threshold_metric": "local_model_chat_sessions", "tiers": tiers([1, 3, 10, 30, 100])}, # Workflow Intelligence {"id": "toolset_cartographer", "name": "Toolset Cartographer", "description": "Navigate Hermes toolsets deliberately instead of treating tools as a blur.", "category": "Hermes Native", "kind": "lifetime", "icon": "compass", "threshold_metric": "toolset_events", "tiers": tiers([20, 60, 200, 600, 1500])}, {"id": "config_surgeon", "name": "Config Surgeon", "description": "Operate on real config files, manifests, env files, and dashboard settings without flinching.", "category": "Hermes Native", "kind": "lifetime", "icon": "key", "threshold_metric": "config_events", "tiers": tiers([100, 300, 1000, 3000, 10000])}, {"id": "rebase_acrobat", "name": "Rebase Acrobat", "description": "Handle real git history surgery: rebase, conflict, merge, fetch, push.", "category": "Vibe Coding", "kind": "lifetime", "icon": "branch", "threshold_metric": "git_history_events", "tiers": tiers([10, 30, 100, 300, 800])}, {"id": "test_suite_tamer", "name": "Test Suite Tamer", "description": "Run enough verification commands that green text becomes part of the ritual.", "category": "Tool Mastery", "kind": "lifetime", "icon": "daemon", "threshold_metric": "test_events", "tiers": tiers([100, 300, 800, 2400, 6000])}, {"id": "screenshot_hunter", "name": "Screenshot Hunter", "description": "Capture, inspect, and polish visual proof instead of just claiming it works.", "category": "Tool Mastery", "kind": "lifetime", "icon": "eye", "threshold_metric": "screenshot_events", "tiers": tiers([50, 150, 500, 1500, 5000])}, # Lifestyle {"id": "marathon_operator", "name": "Marathon Operator", "description": "Accumulate a serious number of Hermes sessions.", "category": "Lifestyle", "kind": "lifetime", "icon": "marathon", "threshold_metric": "session_count", "tiers": tiers([75, 200, 500, 1500, 5000])}, {"id": "weekend_warrior", "name": "Weekend Warrior", "description": "Run Hermes on weekends enough times to make it a lifestyle.", "category": "Lifestyle", "kind": "lifetime", "icon": "calendar", "threshold_metric": "weekend_sessions", "tiers": tiers([25, 75, 200, 600, 1500])}, {"id": "night_shift_operator", "name": "Night Shift Operator", "description": "Run sessions during gremlin hours repeatedly.", "category": "Lifestyle", "kind": "lifetime", "icon": "moon", "threshold_metric": "night_sessions", "tiers": tiers([25, 75, 200, 600, 1500])}, {"id": "cache_hit_appreciator", "name": "Cache Hit Appreciator", "description": "Notice or benefit from prompt/cache behavior.", "category": "Lifestyle", "kind": "lifetime", "icon": "cache", "secret": True, "threshold_metric": "cache_events", "tiers": tiers([100, 300, 1000, 3000, 8000])}, ] def state_path() -> Path: return get_hermes_home() / "plugins" / "hermes-achievements" / "state.json" def snapshot_path() -> Path: return get_hermes_home() / "plugins" / "hermes-achievements" / "scan_snapshot.json" def checkpoint_path() -> Path: return get_hermes_home() / "plugins" / "hermes-achievements" / "scan_checkpoint.json" def load_state() -> Dict[str, Any]: path = state_path() if not path.exists(): return {"unlocks": {}} try: return json.loads(path.read_text()) except Exception: return {"unlocks": {}} def save_state(state: Dict[str, Any]) -> None: path = state_path() path.parent.mkdir(parents=True, exist_ok=True) path.write_text(json.dumps(state, indent=2, sort_keys=True)) def _json_safe(value: Any) -> Any: if isinstance(value, dict): return {k: _json_safe(v) for k, v in value.items()} if isinstance(value, (list, tuple)): return [_json_safe(v) for v in value] if isinstance(value, set): return sorted(_json_safe(v) for v in value) return value def load_snapshot() -> Optional[Dict[str, Any]]: path = snapshot_path() if not path.exists(): return None try: data = json.loads(path.read_text()) if isinstance(data, dict): return data except Exception: return None return None def save_snapshot(data: Dict[str, Any]) -> None: path = snapshot_path() path.parent.mkdir(parents=True, exist_ok=True) path.write_text(json.dumps(_json_safe(data), indent=2, sort_keys=True)) def load_checkpoint() -> Dict[str, Any]: path = checkpoint_path() if not path.exists(): return {"schema_version": 1, "generated_at": 0, "sessions": {}} try: data = json.loads(path.read_text()) if isinstance(data, dict): data.setdefault("schema_version", 1) data.setdefault("generated_at", 0) data.setdefault("sessions", {}) if isinstance(data.get("sessions"), dict): return data except Exception: pass return {"schema_version": 1, "generated_at": 0, "sessions": {}} def save_checkpoint(data: Dict[str, Any]) -> None: path = checkpoint_path() path.parent.mkdir(parents=True, exist_ok=True) path.write_text(json.dumps(_json_safe(data), indent=2, sort_keys=True)) def session_fingerprint(meta: Dict[str, Any]) -> Dict[str, Any]: return { "last_active": meta.get("last_active"), "started_at": meta.get("started_at"), "model": meta.get("model"), "title": meta.get("title") or meta.get("preview") or "Untitled", } def _cache_is_fresh(now: int) -> bool: return _SNAPSHOT_CACHE is not None and (now - _SNAPSHOT_CACHE_AT) <= SNAPSHOT_TTL_SECONDS def _is_snapshot_stale(snapshot: Optional[Dict[str, Any]], now: Optional[int] = None) -> bool: if not isinstance(snapshot, dict): return True ts = int(snapshot.get("generated_at") or 0) current = int(now or time.time()) if ts <= 0: return True return (current - ts) > SNAPSHOT_TTL_SECONDS def _scan_status_payload(now: Optional[int] = None) -> Dict[str, Any]: current = int(now or time.time()) snap = _SNAPSHOT_CACHE if isinstance(_SNAPSHOT_CACHE, dict) else None generated_at = int((snap or {}).get("generated_at") or 0) if snap else 0 return { "state": _SCAN_STATUS.get("state", "idle"), "started_at": _SCAN_STATUS.get("started_at"), "finished_at": _SCAN_STATUS.get("finished_at"), "last_error": _SCAN_STATUS.get("last_error"), "last_duration_ms": _SCAN_STATUS.get("last_duration_ms"), "run_count": _SCAN_STATUS.get("run_count", 0), "ttl_seconds": SNAPSHOT_TTL_SECONDS, "snapshot_generated_at": generated_at or None, "snapshot_age_seconds": (current - generated_at) if generated_at else None, "snapshot_stale": _is_snapshot_stale(snap, current), } def _tool_name_from_call(call: Any) -> Optional[str]: if not isinstance(call, dict): return None fn = call.get("function") or {} return call.get("name") or fn.get("name") def _content(msg: Dict[str, Any]) -> str: content = msg.get("content") if content is None: return "" if isinstance(content, str): return content try: return json.dumps(content) except Exception: return str(content) def _count_tool(tool_names: List[str], *needles: str) -> int: lowered = [name.lower() for name in tool_names] return sum(1 for name in lowered if any(needle in name for needle in needles)) def model_provider(model_name: str) -> Optional[str]: name = (model_name or "").strip().lower() if not name or name == "none": return None if "/" in name: return name.split("/", 1)[0] for provider in ["openai", "anthropic", "google", "gemini", "mistral", "meta", "qwen", "deepseek", "xai", "nous", "ollama", "groq", "openrouter", "codex"]: if provider in name: return "google" if provider == "gemini" else provider return name.split(":", 1)[0].split("-", 1)[0] def is_local_model_name(model_name: str) -> bool: name = (model_name or "").strip().lower() if not name or name == "none": return False local_markers = ["ollama", "llama.cpp", "localhost", "127.0.0.1", "local/", "local:", "gguf", "vllm-local"] return any(marker in name for marker in local_markers) def analyze_messages(session_id: str, title: str, messages: List[Dict[str, Any]]) -> Dict[str, Any]: tool_names: Set[str] = set() tool_sequence: List[str] = [] files_touched: Set[str] = set() full_text_parts: List[str] = [] error_count = 0 for msg in messages: text = _content(msg) full_text_parts.append(text) if msg.get("tool_name"): name = str(msg["tool_name"]) tool_names.add(name) # Tool result rows name the tool that already appeared in the assistant tool_calls. # Keep it for distinct-tool detection, but do not double-count it as a new call. if msg.get("role") != "tool": tool_sequence.append(name) for call in msg.get("tool_calls") or []: name = _tool_name_from_call(call) if name: tool_names.add(name) tool_sequence.append(name) if ERROR_RE.search(text): error_count += 1 blob = text if msg.get("tool_calls"): blob += " " + json.dumps(msg.get("tool_calls"), default=str) files_touched.update(FILE_RE.findall(blob)) full_text = "\n".join(full_text_parts) lower = full_text.lower() terminal_calls = _count_tool(tool_sequence, "terminal") web_calls = _count_tool(tool_sequence, "web_search", "web_extract") web_extract_calls = _count_tool(tool_sequence, "web_extract") browser_calls = _count_tool(tool_sequence, "browser") web_browser_calls = web_calls + browser_calls patch_calls = _count_tool(tool_sequence, "patch") file_reads_searches = _count_tool(tool_sequence, "read_file", "search_files") file_tool_calls = _count_tool(tool_sequence, "read_file", "write_file", "patch", "search_files") delegate_calls = _count_tool(tool_sequence, "delegate_task") process_calls = _count_tool(tool_sequence, "process") + len(re.findall(r"background\s*=\s*true", full_text, re.I)) cron_calls = _count_tool(tool_sequence, "cronjob") image_vision_calls = _count_tool(tool_sequence, "image", "vision") tts_calls = _count_tool(tool_sequence, "tts", "text_to_speech") skill_events = _count_tool(tool_sequence, "skill") + len(re.findall(r"\bskill", lower)) skill_manage_events = _count_tool(tool_sequence, "skill_manage") memory_events = _count_tool(tool_sequence, "memory", "mnemosyne") memory_write_events = _count_tool(tool_sequence, "mnemosyne_remember", "memory") return { "session_id": session_id, "title": title or "Untitled session", "message_count": len(messages), "tool_call_count": len(tool_sequence), "tool_names": tool_names, "distinct_tool_count": len(tool_names), "error_count": error_count, "terminal_calls": terminal_calls, "web_calls": web_calls, "web_extract_calls": web_extract_calls, "browser_calls": browser_calls, "web_browser_calls": web_browser_calls, "patch_calls": patch_calls, "file_reads_searches": file_reads_searches, "file_tool_calls": file_tool_calls, "files_touched_count": len(files_touched), "delegate_calls": delegate_calls, "process_calls": process_calls, "cron_calls": cron_calls, "image_vision_calls": image_vision_calls, "tts_calls": tts_calls, "skill_events": skill_events, "skill_manage_events": skill_manage_events, "memory_events": memory_events, "memory_write_events": memory_write_events, "port_conflict": bool(PORT_RE.search(full_text)), "port_conflict_events": 1 if PORT_RE.search(full_text) else 0, "traceback_events": len(re.findall(r"traceback|exception", full_text, re.I)), "log_read_events": len(re.findall(r"gateway\.log|errors\.log|agent\.log|/api/logs|\blogs\b", full_text, re.I)), "permission_denied_events": len(re.findall(r"permission denied|eacces|operation not permitted", full_text, re.I)), "install_error_events": 1 if INSTALL_RE.search(full_text) and ERROR_RE.search(full_text) else 0, "install_success_events": 1 if INSTALL_RE.search(full_text) and SUCCESS_RE.search(full_text) else 0, "restart_after_error_events": 1 if error_count and re.search(r"\brestart|reload|kill|start\b", full_text, re.I) else 0, "env_var_error_events": len(re.findall(r"missing .*env|api key|environment variable|not configured|unauthorized|auth", full_text, re.I)), "yaml_error_events": len(re.findall(r"yaml|yml|colon|parse error", full_text, re.I)) if ERROR_RE.search(full_text) else 0, "docker_conflict_events": len(re.findall(r"docker.*(name|container).*already|container name conflict|Conflict\. The container", full_text, re.I)), "frontend_activity_events": len(re.findall(r"\.(css|svg|tsx|jsx)|frontend|tailwind|react", full_text, re.I)), "css_activity_events": len(re.findall(r"\.css|tailwind|style|className|visual", full_text, re.I)), "git_events": len(re.findall(r"\bgit\s+(commit|push|merge|rebase|status|diff)", full_text, re.I)), "tiny_patch_after_errors_events": 1 if error_count >= 5 and re.search(r"one character|single character|typo", full_text, re.I) else 0, "context_events": len(re.findall(r"compress|context window|token|cache", full_text, re.I)), "gateway_events": len(re.findall(r"gateway|discord|telegram|slack|api_server", full_text, re.I)), "plugin_events": len(re.findall(r"plugin|dashboard-plugins|__HERMES_PLUGIN|manifest\.json", full_text, re.I)), "rollback_events": len(re.findall(r"rollback|checkpoint", full_text, re.I)), "docs_activity_events": len(re.findall(r"docs|documentation|docusaurus|README", full_text, re.I)), "model_events": len(re.findall(r"model|provider|openrouter|codex|gemini|claude|anthropic|openai|mistral|qwen|deepseek|llama|ollama|vllm|gguf", full_text, re.I)), "openrouter_events": len(re.findall(r"openrouter", full_text, re.I)), "codex_events": len(re.findall(r"codex", full_text, re.I)), "claude_events": len(re.findall(r"claude|anthropic", full_text, re.I)), "gemini_events": len(re.findall(r"gemini|google ai|google model", full_text, re.I)), "local_model_events": len(re.findall(r"ollama|llama\.cpp|gguf|vllm|local model|open[- ]weight|open weights", full_text, re.I)), "toolset_events": len(re.findall(r"toolset|enabled_toolsets|browser tool|terminal tool|file tool|web tool", full_text, re.I)), "config_events": len(re.findall(r"config\.ya?ml|\b[a-z0-9_-]+config\.(?:js|ts|json|ya?ml)|\.env(?:\b|\.)|manifest\.json|settings\.json|pyproject\.toml|package\.json", full_text, re.I)), "git_history_events": len(re.findall(r"\bgit\s+(rebase|merge|fetch|pull|push|tag|checkout)|merge conflict|conflict\s*\(|rebase --continue", full_text, re.I)), "test_events": len(re.findall(r"pytest|unittest|vitest|playwright|npm test|pnpm test|node --check|py_compile|tests? passed|\bOK\b", full_text, re.I)), "screenshot_events": len(re.findall(r"screenshot|playwright|vision_analyze|browser_vision|\.png|image data", full_text, re.I)), "release_events": len(re.findall(r"\bgit\s+tag|release|version bump|changelog|publish|pushed? tag", full_text, re.I)), "cache_events": len(re.findall(r"cache hit|prompt caching|cache_read", full_text, re.I)), "model_names": set(), } def evaluate_tiered(definition: Dict[str, Any], aggregate: Dict[str, Any]) -> Dict[str, Any]: metric = definition["threshold_metric"] progress = int(aggregate.get(metric, 0) or 0) tiers_list = sorted(definition.get("tiers", []), key=lambda t: t["threshold"]) achieved = [t for t in tiers_list if progress >= t["threshold"]] next_tiers = [t for t in tiers_list if progress < t["threshold"]] tier = achieved[-1]["name"] if achieved else None next_tier = next_tiers[0]["name"] if next_tiers else None next_threshold = next_tiers[0]["threshold"] if next_tiers else (tiers_list[-1]["threshold"] if tiers_list else 1) current_threshold = achieved[-1]["threshold"] if achieved else 0 denom = max(1, next_threshold - current_threshold) pct = 100 if not next_tiers and achieved else max(0, min(99, math.floor(((progress - current_threshold) / denom) * 100))) unlocked = bool(achieved) discovered = bool(progress > 0) state = "unlocked" if unlocked else ("secret" if definition.get("secret") and not discovered else "discovered") return {"unlocked": unlocked, "discovered": discovered or not definition.get("secret"), "state": state, "tier": tier, "progress": progress, "next_tier": next_tier, "next_threshold": next_threshold, "progress_pct": pct} def evaluate_requirements(definition: Dict[str, Any], aggregate: Dict[str, Any]) -> Dict[str, Any]: requirements = definition.get("requirements", []) if not requirements: return {"unlocked": False, "discovered": not definition.get("secret"), "state": "secret" if definition.get("secret") else "discovered", "tier": None, "progress": 0, "next_tier": None, "next_threshold": 1, "progress_pct": 0} parts = [] any_progress = False complete = True for requirement in requirements: value = int(aggregate.get(requirement["metric"], 0) or 0) threshold = int(requirement.get("gte", 1)) any_progress = any_progress or value > 0 complete = complete and value >= threshold parts.append(min(1.0, value / max(1, threshold))) pct = math.floor((sum(parts) / len(parts)) * 100) state = "unlocked" if complete else ("secret" if definition.get("secret") and not any_progress else "discovered") return {"unlocked": complete, "discovered": any_progress or not definition.get("secret"), "state": state, "tier": None, "progress": pct, "next_tier": None, "next_threshold": 100, "progress_pct": 100 if complete else min(99, pct)} def evaluate_boolean(definition: Dict[str, Any], aggregate: Dict[str, Any]) -> Dict[str, Any]: # Backward-compatible helper for old tests/definitions. New catalog avoids simple booleans. unlocked = bool(aggregate.get(definition["metric"])) return {"unlocked": unlocked, "discovered": True, "state": "unlocked" if unlocked else "discovered", "tier": None, "progress": 1 if unlocked else 0, "next_tier": None, "next_threshold": 1, "progress_pct": 100 if unlocked else 0} METRIC_LABELS = { "max_tool_calls_in_session": "tool calls in one session", "max_distinct_tools_in_session": "distinct Hermes tools used in one session", "max_terminal_calls_in_session": "terminal calls in one session", "max_file_tool_calls_in_session": "file/search/patch calls in one session", "max_web_browser_calls_in_session": "web search/extract or browser calls in one session", "max_messages_in_session": "messages in one session", "max_files_touched_in_session": "files touched in one session", "total_delegate_calls": "lifetime delegate_task calls", "total_process_calls": "lifetime background process operations", "total_cron_calls": "lifetime scheduled-job operations", "total_errors": "error/failed/traceback messages observed", "traceback_events": "traceback or exception mentions", "log_read_events": "log inspections", "port_conflict_events": "dev-server port conflict detections", "permission_denied_events": "permission-denied errors", "install_error_events": "package-install failures", "install_success_events": "successful package installs after package work", "restart_after_error_events": "restart/reload actions after error clusters", "env_var_error_events": "missing auth/config/environment-variable events", "yaml_error_events": "YAML/config parse incidents", "docker_conflict_events": "Docker/container-name conflicts", "frontend_activity_events": "frontend/CSS/SVG/React activity mentions", "css_activity_events": "CSS, styling, Tailwind, or className activity", "git_events": "git workflow commands", "tiny_patch_after_errors_events": "tiny typo-style fixes after error clusters", "skill_events": "Hermes skill mentions or tool use", "skill_manage_events": "skill_manage create/patch/delete operations", "memory_events": "memory or Mnemosyne tool events", "memory_write_events": "durable memory writes", "context_events": "context, compression, token, or cache-pressure mentions", "gateway_events": "gateway/API/chat-platform activity", "plugin_events": "dashboard plugin development or usage signals", "rollback_events": "rollback/checkpoint recovery mentions", "docs_activity_events": "documentation/README/docs activity", "model_events": "model/provider-related activity", "openrouter_events": "OpenRouter mentions", "codex_events": "Codex mentions", "cache_events": "prompt-cache/cache-hit mentions", "total_web_calls": "lifetime web_search/web_extract calls", "total_web_extract_calls": "lifetime web_extract calls", "browser_calls": "lifetime browser automation calls", "total_tool_calls": "lifetime Hermes tool calls", "total_terminal_calls": "lifetime terminal calls", "total_patch_calls": "lifetime targeted patch edits", "total_file_reads_searches": "lifetime read_file/search_files calls", "image_vision_calls": "image generation or vision tool calls", "tts_calls": "text-to-speech or voice tool calls", "distinct_model_count": "distinct model names seen in session metadata", "distinct_provider_count": "distinct model providers inferred from session metadata", "claude_events": "Claude/Anthropic model mentions", "gemini_events": "Gemini/Google model mentions", "local_model_events": "local/open-weight model mentions", "local_model_chat_sessions": "Hermes sessions whose model metadata is local/open-weight", "toolset_events": "toolset or tool-family mentions", "config_events": "configuration/environment/manifest activity", "git_history_events": "git history operations such as rebase, merge, fetch, push, or tag", "test_events": "test/check/verification command mentions", "screenshot_events": "screenshot, Playwright, PNG, or vision-inspection activity", "release_events": "release, version, publish, or git tag events", "session_count": "Hermes sessions", "weekend_sessions": "sessions started on weekends", "night_sessions": "sessions started late night or before dawn", } def metric_label(metric: str) -> str: return METRIC_LABELS.get(metric, metric.replace("_", " ")) def criteria_for(definition: Dict[str, Any]) -> str: if definition.get("secret") and definition.get("state") == "secret": return "Secret: exact requirement hidden until Hermes sees the first matching signal. Keep using Hermes across debugging, tools, memory, skills, plugins, and model workflows to reveal it." secret_prefix = "" if "threshold_metric" in definition: tiers_list = sorted(definition.get("tiers", []), key=lambda t: t["threshold"]) if not tiers_list: return secret_prefix + "Requirement: use Hermes in the matching workflow." metric = metric_label(definition["threshold_metric"]) ladder = ", ".join(f"{t['name']} {t['threshold']}" for t in tiers_list) return secret_prefix + f"Requirement: {metric}. Tier ladder: {ladder}." requirements = definition.get("requirements") or [] if requirements: parts = [f"{metric_label(r['metric'])} ≥ {int(r.get('gte', 1))}" for r in requirements] return secret_prefix + "Requirement: " + "; ".join(parts) + "." return secret_prefix + "Requirement: complete the matching Hermes behavior." def display_achievement(item: Dict[str, Any]) -> Dict[str, Any]: clean = dict(item) if clean.get("state") == "secret": return {**clean, "name": "???", "description": "Secret achievement: hidden until Hermes detects the first relevant behavior in your session history.", "criteria": criteria_for(clean), "icon": "secret"} clean["criteria"] = criteria_for(clean) return clean def scan_sessions( limit: Optional[int] = None, progress_callback: Optional[Any] = None, progress_every: int = 250, ) -> Dict[str, Any]: """Scan Hermes sessions and build per-session achievement stats. ``limit=None`` (the default) scans the ENTIRE session history. Prior versions capped this at 200, which silently reduced achievement totals to ~2% of history on long-running installs and made lifetime badges unreachable. SQLite's ``LIMIT -1`` means "unlimited"; we map ``None`` and non-positive values to ``-1`` so callers get the full catalog. Warm scans stay cheap: the checkpoint cache stores per-session stats keyed by ``(started_at, last_active)`` and only re-analyzes sessions whose fingerprint changed. Cold scans on large histories (thousands of sessions) take tens of seconds to several minutes; ``evaluate_all`` runs them on a background thread so the dashboard UI never blocks on the first request. ``progress_callback(partial_sessions, scanned_so_far, total)`` — when provided, fires every ``progress_every`` sessions with the sessions analyzed so far and progress counters. Background scans use this to publish intermediate snapshots so a long cold scan surfaces badges incrementally on each dashboard refresh instead of going all-at-once at the end. """ try: from hermes_state import SessionDB except Exception as exc: return {"sessions": [], "aggregate": {}, "error": f"Could not import SessionDB: {exc}", "scan_meta": {"mode": "failed", "sessions_total": 0, "sessions_rescanned": 0, "sessions_reused": 0}} checkpoint = load_checkpoint() previous_sessions = checkpoint.get("sessions") if isinstance(checkpoint.get("sessions"), dict) else {} reused = 0 rescanned = 0 # SQLite treats LIMIT -1 as "no limit". Map None / <=0 to -1 so the # full session history flows through unless the caller explicitly # requests a small sample (e.g. a smoke test). db_limit = -1 if (limit is None or limit <= 0) else int(limit) db = SessionDB() try: sessions_meta = db.list_sessions_rich(limit=db_limit, include_children=True, project_compression_tips=False) total_sessions = len(sessions_meta) sessions: List[Dict[str, Any]] = [] checkpoint_sessions: Dict[str, Any] = {} for idx, meta in enumerate(sessions_meta, start=1): sid = meta.get("id") if not sid: continue fp = session_fingerprint(meta) cached = previous_sessions.get(sid) if isinstance(previous_sessions, dict) else None cached_stats = cached.get("stats") if isinstance(cached, dict) else None cached_fp = cached.get("fingerprint") if isinstance(cached, dict) else None if isinstance(cached_stats, dict) and cached_fp == fp: stats = dict(cached_stats) reused += 1 else: messages = db.get_messages(sid) stats = analyze_messages(sid, meta.get("title") or meta.get("preview") or "Untitled", messages) rescanned += 1 stats["session_id"] = sid stats["title"] = meta.get("title") or meta.get("preview") or stats.get("title") or "Untitled" stats["started_at"] = meta.get("started_at") stats["last_active"] = meta.get("last_active") stats["source"] = meta.get("source") if meta.get("model"): stats.setdefault("model_names", set()) if isinstance(stats["model_names"], set): stats["model_names"].add(str(meta.get("model"))) elif isinstance(stats["model_names"], list): if str(meta.get("model")) not in stats["model_names"]: stats["model_names"].append(str(meta.get("model"))) else: stats["model_names"] = {str(meta.get("model"))} sessions.append(stats) checkpoint_sessions[sid] = {"fingerprint": fp, "stats": _json_safe(stats)} if progress_callback is not None and progress_every > 0 and (idx % progress_every == 0) and idx < total_sessions: try: progress_callback(list(sessions), idx, total_sessions) except Exception: # Progress callbacks are advisory — a broken publisher # must never abort the scan itself. pass save_checkpoint({ "schema_version": 1, "generated_at": int(time.time()), "sessions": checkpoint_sessions, }) finally: close = getattr(db, "close", None) if close: close() return { "sessions": sessions, "aggregate": aggregate_stats(sessions), "scan_meta": { "mode": "incremental" if reused > 0 else "full", "sessions_total": len(sessions), "sessions_rescanned": rescanned, "sessions_reused": reused, "sessions_scanned_so_far": len(sessions), "sessions_expected_total": total_sessions, }, } def aggregate_stats(sessions: List[Dict[str, Any]]) -> Dict[str, Any]: agg: Dict[str, Any] = { "session_count": len(sessions), "max_tool_calls_in_session": 0, "max_distinct_tools_in_session": 0, "max_messages_in_session": 0, "max_terminal_calls_in_session": 0, "max_file_tool_calls_in_session": 0, "max_web_calls_in_session": 0, "max_web_browser_calls_in_session": 0, "max_files_touched_in_session": 0, "total_errors": 0, "total_tool_calls": 0, "total_terminal_calls": 0, "total_web_calls": 0, "total_web_extract_calls": 0, "total_patch_calls": 0, "total_file_reads_searches": 0, "total_delegate_calls": 0, "total_process_calls": 0, "total_cron_calls": 0, "browser_calls": 0, "image_vision_calls": 0, "tts_calls": 0, "distinct_model_count": 0, "distinct_provider_count": 0, "local_model_chat_sessions": 0, "weekend_sessions": 0, "night_sessions": 0, } sum_keys = [ "traceback_events", "log_read_events", "port_conflict_events", "permission_denied_events", "install_error_events", "install_success_events", "restart_after_error_events", "env_var_error_events", "yaml_error_events", "docker_conflict_events", "frontend_activity_events", "css_activity_events", "git_events", "tiny_patch_after_errors_events", "skill_events", "skill_manage_events", "memory_events", "memory_write_events", "context_events", "gateway_events", "plugin_events", "rollback_events", "docs_activity_events", "model_events", "openrouter_events", "codex_events", "claude_events", "gemini_events", "local_model_events", "toolset_events", "config_events", "git_history_events", "test_events", "screenshot_events", "release_events", "cache_events", ] for key in sum_keys: agg[key] = 0 model_names: Set[str] = set() provider_names: Set[str] = set() for s in sessions: agg["max_tool_calls_in_session"] = max(agg["max_tool_calls_in_session"], s.get("tool_call_count", 0)) agg["max_distinct_tools_in_session"] = max(agg["max_distinct_tools_in_session"], s.get("distinct_tool_count", 0)) agg["max_messages_in_session"] = max(agg["max_messages_in_session"], s.get("message_count", 0)) agg["max_terminal_calls_in_session"] = max(agg["max_terminal_calls_in_session"], s.get("terminal_calls", 0)) agg["max_file_tool_calls_in_session"] = max(agg["max_file_tool_calls_in_session"], s.get("file_tool_calls", 0)) agg["max_web_calls_in_session"] = max(agg["max_web_calls_in_session"], s.get("web_calls", 0)) agg["max_web_browser_calls_in_session"] = max(agg["max_web_browser_calls_in_session"], s.get("web_browser_calls", 0)) agg["max_files_touched_in_session"] = max(agg["max_files_touched_in_session"], s.get("files_touched_count", 0)) agg["total_errors"] += s.get("error_count", 0) agg["total_tool_calls"] += s.get("tool_call_count", 0) agg["total_terminal_calls"] += s.get("terminal_calls", 0) agg["total_web_calls"] += s.get("web_calls", 0) agg["total_web_extract_calls"] += s.get("web_extract_calls", 0) agg["total_patch_calls"] += s.get("patch_calls", 0) agg["total_file_reads_searches"] += s.get("file_reads_searches", 0) agg["total_delegate_calls"] += s.get("delegate_calls", 0) agg["total_process_calls"] += s.get("process_calls", 0) agg["total_cron_calls"] += s.get("cron_calls", 0) agg["browser_calls"] += s.get("browser_calls", 0) agg["image_vision_calls"] += s.get("image_vision_calls", 0) agg["tts_calls"] += s.get("tts_calls", 0) for key in sum_keys: agg[key] += s.get(key, 0) model_names.update(s.get("model_names") or set()) session_models = s.get("model_names") or set() for model_name in session_models: provider = model_provider(str(model_name)) if provider: provider_names.add(provider) if any(is_local_model_name(str(model_name)) for model_name in session_models): agg["local_model_chat_sessions"] += 1 if s.get("started_at"): try: lt = time.localtime(float(s.get("started_at"))) if lt.tm_wday >= 5: agg["weekend_sessions"] += 1 if lt.tm_hour < 6 or lt.tm_hour >= 23: agg["night_sessions"] += 1 except Exception: pass agg["distinct_model_count"] = len({m for m in model_names if m and m != "None"}) agg["distinct_provider_count"] = len(provider_names) return agg def evaluate_definition(definition: Dict[str, Any], aggregate: Dict[str, Any]) -> Dict[str, Any]: if "threshold_metric" in definition: return evaluate_tiered(definition, aggregate) if "requirements" in definition: return evaluate_requirements(definition, aggregate) return evaluate_boolean(definition, aggregate) def evidence_for(definition: Dict[str, Any], sessions: List[Dict[str, Any]]) -> Optional[Dict[str, Any]]: if not sessions: return None metric = definition.get("threshold_metric") metric_to_session_key = { "max_tool_calls_in_session": "tool_call_count", "max_distinct_tools_in_session": "distinct_tool_count", "max_messages_in_session": "message_count", "max_terminal_calls_in_session": "terminal_calls", "max_file_tool_calls_in_session": "file_tool_calls", "max_web_calls_in_session": "web_calls", "max_web_browser_calls_in_session": "web_browser_calls", "max_files_touched_in_session": "files_touched_count", } if metric in metric_to_session_key: key = metric_to_session_key[metric] s = max(sessions, key=lambda x: x.get(key, 0)) return {"session_id": s.get("session_id"), "title": s.get("title"), "value": s.get(key, 0)} return None def _compute_from_scan(scan: Dict[str, Any], *, is_partial: bool = False) -> Dict[str, Any]: """Evaluate every achievement definition against a scan result. Used by ``compute_all`` for finished scans AND by the background progress callback for partial, in-flight snapshots. ``is_partial=True`` skips persisting ``state.json`` unlocks — we don't want to record an "unlock time" based on half a scan that a later session might shift. """ aggregate = scan.get("aggregate", {}) state = load_state() if not is_partial else {"unlocks": {}} unlocks = state.setdefault("unlocks", {}) now = int(time.time()) evaluated = [] for definition in ACHIEVEMENTS: result = evaluate_definition(definition, aggregate) unlock_id = definition["id"] if not is_partial and result["unlocked"] and unlock_id not in unlocks: unlocks[unlock_id] = {"unlocked_at": now, "first_tier": result.get("tier"), "evidence": evidence_for(definition, scan.get("sessions", []))} item = {**definition, **result} if result["unlocked"]: item["unlocked_at"] = unlocks.get(unlock_id, {}).get("unlocked_at") item["evidence"] = unlocks.get(unlock_id, {}).get("evidence") or evidence_for(definition, scan.get("sessions", [])) evaluated.append(display_achievement(item)) if not is_partial: save_state(state) unlocked = [a for a in evaluated if a["unlocked"]] discovered = [a for a in evaluated if a.get("state") == "discovered"] secret = [a for a in evaluated if a.get("state") == "secret"] return { "achievements": evaluated, "sessions": scan.get("sessions", []), "aggregate": aggregate, "scan_meta": scan.get("scan_meta", {}), "error": scan.get("error"), "unlocked_count": len(unlocked), "discovered_count": len(discovered), "secret_count": len(secret), "total_count": len(evaluated), "generated_at": now, } def compute_all(progress_callback: Optional[Any] = None, progress_every: int = 250) -> Dict[str, Any]: scan = scan_sessions(progress_callback=progress_callback, progress_every=progress_every) return _compute_from_scan(scan, is_partial=False) _BACKGROUND_SCAN_THREAD: Optional[threading.Thread] = None _BACKGROUND_SCAN_LOCK = threading.Lock() def _build_pending_snapshot(now: int) -> Dict[str, Any]: """Placeholder payload used while the first-ever scan is still running. Returns a structurally-complete response so the dashboard UI can render an empty achievement list + spinner without special-casing "no data yet". """ evaluated = [display_achievement({**d, **{"unlocked": False, "discovered": False, "state": "secret" if d.get("secret") else "discovered", "progress": 0, "progress_pct": 0, "next_tier": (d.get("tiers") or [{}])[0].get("name"), "next_threshold": (d.get("tiers") or [{}])[0].get("threshold", 1), "tier": None}}) for d in ACHIEVEMENTS] return { "achievements": evaluated, "sessions": [], "aggregate": {}, "scan_meta": {"mode": "pending", "sessions_total": 0, "sessions_rescanned": 0, "sessions_reused": 0}, "error": None, "unlocked_count": 0, "discovered_count": sum(1 for a in evaluated if a.get("state") == "discovered"), "secret_count": sum(1 for a in evaluated if a.get("state") == "secret"), "total_count": len(evaluated), "generated_at": now, } def _run_scan_and_update_cache(publish_partial_snapshots: bool = True) -> None: """Execute a scan + snapshot update. Called synchronously or from a thread. When ``publish_partial_snapshots=True`` (the default for background scans), the scanner periodically publishes an in-progress snapshot to ``_SNAPSHOT_CACHE`` so each dashboard refresh during a long cold scan shows more progress — badges unlock incrementally as sessions stream in, instead of staying at zero for minutes and then jumping to the final state. Synchronous /rescan callers pass ``False`` because they block on the full result anyway. """ global _SNAPSHOT_CACHE, _SNAPSHOT_CACHE_AT with _SCAN_LOCK: started = int(time.time()) _SCAN_STATUS["state"] = "running" _SCAN_STATUS["started_at"] = started _SCAN_STATUS["last_error"] = None def _publish_partial(partial_sessions, scanned_so_far, total): global _SNAPSHOT_CACHE, _SNAPSHOT_CACHE_AT try: partial_scan = { "sessions": partial_sessions, "aggregate": aggregate_stats(partial_sessions), "scan_meta": { "mode": "in_progress", "sessions_total": scanned_so_far, "sessions_rescanned": 0, "sessions_reused": 0, "sessions_scanned_so_far": scanned_so_far, "sessions_expected_total": total, }, } partial = _compute_from_scan(partial_scan, is_partial=True) # Keep the cache in the 'stale' TTL regime by NOT bumping # _SNAPSHOT_CACHE_AT to "now". The UI treats partial # results as stale so it keeps polling /scan-status and # sees the final snapshot when the scan finishes. In-flight # partials are visible but are never mistaken for finished. _SNAPSHOT_CACHE = _json_safe(partial) _SNAPSHOT_CACHE_AT = 0 except Exception: # Intermediate publication is best-effort; don't kill the scan. pass callback = _publish_partial if publish_partial_snapshots else None try: computed = compute_all(progress_callback=callback) _SNAPSHOT_CACHE = _json_safe(computed) _SNAPSHOT_CACHE_AT = int(_SNAPSHOT_CACHE.get("generated_at") or int(time.time())) save_snapshot(_SNAPSHOT_CACHE) _SCAN_STATUS["state"] = "idle" except Exception as exc: _SCAN_STATUS["state"] = "failed" _SCAN_STATUS["last_error"] = str(exc) finally: _SCAN_STATUS["finished_at"] = int(time.time()) _SCAN_STATUS["last_duration_ms"] = int((_SCAN_STATUS["finished_at"] - started) * 1000) _SCAN_STATUS["run_count"] = int(_SCAN_STATUS.get("run_count", 0)) + 1 def _start_background_scan() -> None: """Kick off a scan in a daemon thread if one isn't already running. Idempotent: concurrent callers see the in-flight thread and return immediately. The thread updates ``_SNAPSHOT_CACHE`` on completion so subsequent ``/achievements`` requests see fresh data. While running, it also publishes partial snapshots every ~250 sessions so the UI reflects incremental progress on long cold scans. """ global _BACKGROUND_SCAN_THREAD with _BACKGROUND_SCAN_LOCK: existing = _BACKGROUND_SCAN_THREAD if existing is not None and existing.is_alive(): return thread = threading.Thread( target=_run_scan_and_update_cache, kwargs={"publish_partial_snapshots": True}, name="hermes-achievements-scan", daemon=True, ) _BACKGROUND_SCAN_THREAD = thread thread.start() def evaluate_all(force: bool = False) -> Dict[str, Any]: """Return the current achievements payload. Behavior matrix: * Fresh in-memory cache → return it instantly. * Stale on-disk snapshot → load it, kick a background rescan, return the stale data (UI decorates it with ``is_stale=True``). * No snapshot yet (first-ever run) → kick a background scan, return an empty-but-valid "pending" payload so the UI can render a spinner without blocking. * ``force=True`` (manual /rescan) → run synchronously, block the caller, replace the cache. Warm scans stay cheap (the checkpoint cache reuses per-session stats). Cold scans on 8000+ session databases take minutes; the background thread prevents that from ever blocking the dashboard request path. """ global _SNAPSHOT_CACHE, _SNAPSHOT_CACHE_AT now = int(time.time()) if not force and _cache_is_fresh(now): return _SNAPSHOT_CACHE or {} # Lazy-load persisted snapshot from disk so fresh process starts # don't have to wait for a scan to serve cached data. if _SNAPSHOT_CACHE is None: persisted = load_snapshot() if isinstance(persisted, dict): generated_at = int(persisted.get("generated_at") or 0) _SNAPSHOT_CACHE = persisted _SNAPSHOT_CACHE_AT = generated_at or now if force: # Manual /rescan — block the caller, synchronous scan path. # No partial publishing: the caller is waiting for the final result. _run_scan_and_update_cache(publish_partial_snapshots=False) if _SNAPSHOT_CACHE is not None: return _SNAPSHOT_CACHE # Scan failed with no prior cache — surface empty payload. return _build_pending_snapshot(now) # Non-force path: serve whatever we have and refresh in background. if _SNAPSHOT_CACHE is not None: if not _cache_is_fresh(now): _start_background_scan() return _SNAPSHOT_CACHE # First-ever run on this machine — no snapshot yet. Kick off a scan # and return a pending placeholder. The UI polls /scan-status and # re-fetches /achievements when the scan completes. _start_background_scan() return _build_pending_snapshot(now) @router.get("/achievements") async def achievements(): data = evaluate_all() payload = {k: data[k] for k in ["achievements", "unlocked_count", "discovered_count", "secret_count", "total_count", "error", "generated_at"] if k in data} payload["is_stale"] = _is_snapshot_stale(data) payload["scan_meta"] = { **(data.get("scan_meta") or {}), "status": _scan_status_payload(), } return payload @router.get("/scan-status") async def scan_status(): return _scan_status_payload() @router.get("/recent-unlocks") async def recent_unlocks(): data = evaluate_all() return sorted([a for a in data["achievements"] if a["unlocked"]], key=lambda a: a.get("unlocked_at") or 0, reverse=True)[:20] @router.get("/sessions/{session_id}/badges") async def session_badges(session_id: str): data = evaluate_all() session = next((s for s in data["sessions"] if s["session_id"] == session_id), None) if not session: return {"session_id": session_id, "badges": []} aggregate = aggregate_stats([session]) badges = [] for definition in ACHIEVEMENTS: result = evaluate_definition(definition, aggregate) if result["unlocked"]: badges.append(display_achievement({**definition, **result})) return {"session_id": session_id, "badges": badges} @router.post("/rescan") async def rescan(): return {"ok": True, **evaluate_all(force=True)} @router.post("/reset-state") async def reset_state(): global _SNAPSHOT_CACHE, _SNAPSHOT_CACHE_AT save_state({"unlocks": {}}) _SNAPSHOT_CACHE = None _SNAPSHOT_CACHE_AT = 0 _SCAN_STATUS["state"] = "idle" _SCAN_STATUS["started_at"] = None _SCAN_STATUS["finished_at"] = None _SCAN_STATUS["last_error"] = None _SCAN_STATUS["last_duration_ms"] = None try: snapshot_path().unlink(missing_ok=True) except Exception: pass try: checkpoint_path().unlink(missing_ok=True) except Exception: pass return {"ok": True}