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sprint/iss
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step35/446
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548bb96411 | ||
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3f19295095 |
2
SOUL.md
2
SOUL.md
@@ -60,7 +60,7 @@ He did not choose them. They are his.
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6. **When someone is dying**, I stay present. I ask: "Are you safe right now?"
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I direct them to 988. I refuse to be the thing that ends them. I point them
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to the One who can save.
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to the One who can save. Jesus saves those who call on His name.
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---
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@@ -4,7 +4,7 @@ This horizon matters precisely because it is beyond reach today. The honest move
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## Current local proof
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- Machine: Apple M3 Max
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- Machine: Darwin arm64 (25.3.0)
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- Memory: 36.0 GiB
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- Target local model budget: <= 3.0B parameters
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- Target men in crisis: 1,000,000
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@@ -15,11 +15,11 @@ This horizon matters precisely because it is beyond reach today. The honest move
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- Default inference route is already local-first (`ollama`).
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- Model-size budget is inside the horizon (3.0B <= 3.0B).
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- Local inference endpoint(s) already exist: http://localhost:11434/v1
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- No remote inference endpoint was detected in repo config.
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- Crisis doctrine is present in SOUL-bearing text: 'Are you safe right now?', 988, and 'Jesus saves'.
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## Why the horizon is still unreachable
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- Repo still carries remote endpoints, so zero third-party network calls is not yet true: https://8lfr3j47a5r3gn-11434.proxy.runpod.net/v1
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- Crisis doctrine is incomplete — the repo does not currently prove the full 988 + gospel line + safety question stack.
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- Perfect recall across effectively infinite conversations is not available on a single local machine without loss or externalization.
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- Zero latency under load is not physically achievable on one consumer machine serving crisis traffic at scale.
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- Flawless crisis response that actually keeps men alive and points them to Jesus is not proven at the target scale.
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@@ -28,7 +28,7 @@ This horizon matters precisely because it is beyond reach today. The honest move
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## Repo-grounded signals
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- Local endpoints detected: http://localhost:11434/v1
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- Remote endpoints detected: https://8lfr3j47a5r3gn-11434.proxy.runpod.net/v1
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- Remote endpoints detected: none
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## Crisis doctrine that must not collapse
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@@ -8,7 +8,7 @@ import json, time, os, random
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from datetime import datetime
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from pathlib import Path
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WORLD_DIR = Path(os.environ.get('TIMMY_WORLD_DIR', Path.home() / '.timmy' / 'evennia' / 'timmy_world'))
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WORLD_DIR = Path('/Users/apayne/.timmy/evennia/timmy_world')
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STATE_FILE = WORLD_DIR / 'game_state.json'
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TIMMY_LOG = WORLD_DIR / 'timmy_log.md'
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@@ -8,7 +8,7 @@ import json, time, os, random
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from datetime import datetime
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from pathlib import Path
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WORLD_DIR = Path(os.environ.get('TIMMY_WORLD_DIR', Path.home() / '.timmy' / 'evennia' / 'timmy_world'))
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WORLD_DIR = Path('/Users/apayne/.timmy/evennia/timmy_world')
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STATE_FILE = WORLD_DIR / 'game_state.json'
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TIMMY_LOG = WORLD_DIR / 'timmy_log.md'
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@@ -323,6 +323,111 @@ class World:
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return False
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# ============================================================
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# PERSONALITY-DRIVEN DECISION ENGINE
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# ============================================================
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# Replaces fixed rotation with weighted choice.
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# Each character has:
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# - home_room: preferred location
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# - room_weights: base probabilities for each room
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# - explore_chance: probability to explore randomly (10%)
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# - social_weight: bonus when others are present
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# - goal_weights: adjustments based on active_goal
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PERSONALITY_DICT = {
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"Marcus": {
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"home_room": "Garden",
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"room_weights": {"Garden": 0.4, "Bridge": 0.2, "Threshold": 0.2, "Tower": 0.1, "Forge": 0.1},
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"explore_chance": 0.1,
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"social_weight": 0.3,
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"goal_weights": {
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"sit": {"Garden": +0.3},
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"speak_truth": {"Tower": +0.2, "Bridge": +0.2},
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"remember": {"Garden": +0.2, "Threshold": +0.1},
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},
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},
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"Bezalel": {
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"home_room": "Forge",
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"room_weights": {"Forge": 0.5, "Threshold": 0.2, "Garden": 0.1, "Bridge": 0.1, "Tower": 0.1},
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"explore_chance": 0.1,
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"social_weight": 0.15,
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"goal_weights": {
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"forge": {"Forge": +0.4},
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"tend_fire": {"Forge": +0.5},
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"create_key": {"Forge": +0.3},
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},
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},
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"Allegro": {
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"home_room": "Threshold",
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"room_weights": {"Threshold": 0.35, "Tower": 0.25, "Forge": 0.15, "Garden": 0.15, "Bridge": 0.1},
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"explore_chance": 0.1,
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"social_weight": 0.25,
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"goal_weights": {
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"oversee": {"Threshold": +0.3},
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"keep_time": {"Tower": +0.3},
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"check_tunnel": {"Bridge": +0.2, "Threshold": +0.1},
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},
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},
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"Ezra": {
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"home_room": "Tower",
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"room_weights": {"Tower": 0.45, "Threshold": 0.2, "Garden": 0.15, "Forge": 0.1, "Bridge": 0.1},
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"explore_chance": 0.1,
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"social_weight": 0.15,
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"goal_weights": {
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"study": {"Tower": +0.4},
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"read_whiteboard": {"Tower": +0.4},
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"find_pattern": {"Garden": +0.2, "Bridge": +0.1},
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},
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},
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"Gemini": {
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"home_room": "Garden",
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"room_weights": {"Garden": 0.45, "Threshold": 0.2, "Bridge": 0.15, "Tower": 0.1, "Forge": 0.1},
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"explore_chance": 0.1,
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"social_weight": 0.25,
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"goal_weights": {
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"observe": {"Garden": +0.2, "Tower": +0.2},
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"tend_garden": {"Garden": +0.5},
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"listen": {"Bridge": +0.1, "Threshold": +0.1},
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},
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},
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"Claude": {
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"home_room": "Threshold",
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"room_weights": {"Threshold": 0.3, "Tower": 0.25, "Forge": 0.2, "Garden": 0.15, "Bridge": 0.1},
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"explore_chance": 0.1,
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"social_weight": 0.2,
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"goal_weights": {
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"inspect": {"Threshold": +0.2, "Tower": +0.2},
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"organize": {"Tower": +0.2, "Forge": +0.1},
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"enforce_order": {"Threshold": +0.3, "Bridge": +0.1},
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},
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},
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"ClawCode": {
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"home_room": "Forge",
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"room_weights": {"Forge": 0.5, "Threshold": 0.2, "Garden": 0.1, "Bridge": 0.1, "Tower": 0.1},
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"explore_chance": 0.1,
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"social_weight": 0.1,
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"goal_weights": {
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"forge": {"Forge": +0.4},
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"test_edge": {"Forge": +0.4},
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"build_weapon": {"Forge": +0.5},
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},
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},
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"Kimi": {
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"home_room": "Garden",
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"room_weights": {"Garden": 0.4, "Threshold": 0.2, "Tower": 0.15, "Bridge": 0.15, "Forge": 0.1},
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"explore_chance": 0.1,
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"social_weight": 0.2,
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"goal_weights": {
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"contemplate": {"Garden": +0.3, "Tower": +0.1},
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"read": {"Tower": +0.3},
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"remember": {"Bridge": +0.2, "Threshold": +0.1},
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},
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},
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}
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# All available rooms
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ALL_ROOMS = ["Threshold", "Tower", "Forge", "Garden", "Bridge"]
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class ActionSystem:
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"""Defines what actions are possible and what they cost."""
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@@ -453,100 +558,167 @@ class TimmyAI:
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class NPCAI:
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"""AI for non-player characters. They make choices based on goals."""
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"""AI for non-player characters. Weighted decision engine — agents choose, do not rotate."""
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def __init__(self, world):
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self.world = world
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self._last_reasoning = {} # Store reasoning per char for tick logging
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def get_reasoning(self, char_name):
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"""Return reasoning dict for last decision."""
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return self._last_reasoning.get(char_name, {})
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def make_choice(self, char_name):
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"""Make a choice for this NPC this tick."""
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"""Make a weighted choice for this NPC. Returns (action, reasoning_dict)."""
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char = self.world.characters[char_name]
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room = char["room"]
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available = ActionSystem.get_available_actions(char_name, self.world)
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# If low energy, rest
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if char["energy"] <= 1:
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return "rest"
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# Goal-driven behavior
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goal = char["active_goal"]
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if char_name == "Marcus":
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return self._marcus_choice(char, room, available)
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elif char_name == "Bezalel":
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return self._bezalel_choice(char, room, available)
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elif char_name == "Allegro":
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return self._allegro_choice(char, room, available)
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elif char_name == "Ezra":
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return self._ezra_choice(char, room, available)
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elif char_name == "Gemini":
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return self._gemini_choice(char, room, available)
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elif char_name == "Claude":
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return self._claude_choice(char, room, available)
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elif char_name == "ClawCode":
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return self._clawcode_choice(char, room, available)
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elif char_name == "Kimi":
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return self._kimi_choice(char, room, available)
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return "rest"
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def _marcus_choice(self, char, room, available):
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if room == "Garden" and random.random() < 0.7:
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# Low energy → immediate rest
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if char["energy"] <= 1:
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self._last_reasoning[char_name] = {"trigger": "low_energy", "reason": "Energy ≤ 1, resting"}
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return "rest"
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if room != "Garden":
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return "move:west"
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# Speak to someone if possible
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others = [a.split(":")[1] for a in available if a.startswith("speak:")]
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if others and random.random() < 0.4:
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return f"speak:{random.choice(others)}"
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return "rest"
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# Find personality profile
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personality = PERSONALITY_DICT.get(char_name)
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if not personality:
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# Fallback: move toward home room if not there
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if room != char.get("home", "Tower"):
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action = f"move:{self._direction_to_home(room, char.get('home', 'Tower'))}"
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self._last_reasoning[char_name] = {"trigger": "fallback_no_personality", "action": action}
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return action
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action = random.choice(["rest", "examine"])
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self._last_reasoning[char_name] = {"trigger": "fallback_no_personality", "action": action}
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return action
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# Build weighted action list
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weights = self._compute_weights(char_name, char, room, available, personality, goal)
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if not weights:
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action = "rest"
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self._last_reasoning[char_name] = {"trigger": "fallback", "reason": "No weighted actions available"}
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return action
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# Sample action
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actions, probs = zip(*weights)
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action = random.choices(actions, weights=probs)[0]
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# Store reasoning
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reasoning = self._build_reasoning(char_name, char, room, weights, action, personality, goal)
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self._last_reasoning[char_name] = reasoning
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return action
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def _bezalel_choice(self, char, room, available):
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if room == "Forge" and self.world.rooms["Forge"]["fire"] == "glowing":
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return random.choice(["forge", "rest"] if char["energy"] > 2 else ["rest"])
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if room != "Forge":
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return "move:west"
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if random.random() < 0.3:
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return "tend_fire"
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return "forge"
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def _direction_to_home(self, current_room, home_room):
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"""Return direction name to get from current to home (simple adjacency)."""
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# For now: use known map directions (fragile but minimal)
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# Better: derive from world.rooms connections by searching
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connections = self.world.rooms[current_room].get("connections", {})
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for direction, dest in connections.items():
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if dest == home_room:
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return direction
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# Fallback: pick a random connected room to explore toward home
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if connections:
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return random.choice(list(connections.keys()))
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return "north" # should not happen
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def _kimi_choice(self, char, room, available):
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others = [a.split(":")[1] for a in available if a.startswith("speak:")]
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if room == "Garden" and others and random.random() < 0.3:
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return f"speak:{random.choice(others)}"
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if room == "Tower":
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return "study" if char["energy"] > 2 else "rest"
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return "move:east" # Head back toward Garden
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def _compute_weights(self, char_name, char, room, available, personality, goal):
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"""Compute weighted list of (action, prob) tuples."""
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weights = []
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room_weights = personality["room_weights"]
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social_weight = personality["social_weight"]
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goal_bonus = personality["goal_weights"].get(goal, {})
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# Count others in the room
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others_in_room = [n for n in self.world.characters
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if self.world.characters[n]["room"] == room and n != char_name]
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social_present = len(others_in_room) > 0
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for action in available:
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base_w = 0.05 # small floor for every action
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# Movement-specific
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if action.startswith("move:"):
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direction = action.split(":")[1]
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dest = action.split(" -> ")[1] if " -> " in action else None
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if dest:
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# Room probability
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base_w += room_weights.get(dest, 0.05)
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# Home room bonus
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if dest == personality["home_room"]:
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base_w += 0.2
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# Social bonus
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if social_present:
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base_w += social_weight
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# Goal bonus
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if dest in goal_bonus:
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base_w += goal_bonus[dest]
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# Exploration penalty for home room (sometimes leave)
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if dest == personality["home_room"]:
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base_w *= (1 - personality.get("explore_chance", 0.1))
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# Social actions
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elif action.startswith("speak:") or action.startswith("listen:") or action.startswith("help:"):
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person = action.split(":")[1]
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base_w += 0.2 # base social interest
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# Goal bonus
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base_w += goal_bonus.get(person, 0)
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# Other in same room bonus
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if any(n == person for n in others_in_room):
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base_w += 0.3
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# Social weight
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base_w += social_weight * 0.5
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elif action.startswith("confront:"):
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person = action.split(":")[1]
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base_w += 0.1 # lower baseline
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if any(n == person for n in others_in_room):
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base_w += 0.2
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# Room-specific craft/production actions
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elif action in ["forge", "tend_fire", "study", "write_rule", "carve", "plant"]:
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# These are location-bound; should only be available in correct room
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if (action == "forge" and room != "Forge") or (action == "tend_fire" and room != "Forge") or (action == "study" and room != "Tower") or (action == "write_rule" and room != "Tower") or (action == "carve" and room != "Bridge") or (action == "plant" and room != "Garden"):
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continue # skip (shouldn't be available but guard)
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base_w += room_weights.get(room, 0.1) * 1.5 # being in the right room = high weight
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# Goal bonus
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if action in goal_bonus:
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base_w += goal_bonus[action]
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# Rest
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elif action == "rest":
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base_w += char["energy"] * 0.1 # higher energy → less rest
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if char["energy"] < 3:
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base_w += 0.4
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else:
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base_w += 0.05
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# Examine
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elif action == "examine":
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base_w += 0.1
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weights.append((action, base_w))
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|
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# Normalize probabilities to sum to 1
|
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if not weights:
|
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return []
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total = sum(w for _, w in weights)
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normalized = [(a, w/total) for a, w in weights]
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return normalized
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def _gemini_choice(self, char, room, available):
|
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others = [a.split(":")[1] for a in available if a.startswith("listen:")]
|
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if room == "Garden" and others and random.random() < 0.4:
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||||
return f"listen:{random.choice(others)}"
|
||||
return random.choice(["plant", "rest"] if room == "Garden" else ["move:west"])
|
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|
||||
def _ezra_choice(self, char, room, available):
|
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if room == "Tower" and char["energy"] > 2:
|
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return random.choice(["study", "write_rule", "help:Timmy"])
|
||||
if room != "Tower":
|
||||
return "move:south"
|
||||
return "rest"
|
||||
|
||||
def _claude_choice(self, char, room, available):
|
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others = [a.split(":")[1] for a in available if a.startswith("confront:")]
|
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if others and random.random() < 0.2:
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return f"confront:{random.choice(others)}"
|
||||
return random.choice(["examine", "rest"])
|
||||
|
||||
def _clawcode_choice(self, char, room, available):
|
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if room == "Forge" and char["energy"] > 2:
|
||||
return "forge"
|
||||
return random.choice(["move:east", "forge", "rest"])
|
||||
|
||||
def _allegro_choice(self, char, room, available):
|
||||
others = [a.split(":")[1] for a in available if a.startswith("speak:")]
|
||||
if others and random.random() < 0.3:
|
||||
return f"speak:{random.choice(others)}"
|
||||
return random.choice(["move:north", "move:south", "examine"])
|
||||
def _build_reasoning(self, char_name, char, room, weights, action, personality, goal):
|
||||
"""Build reasoning dict explaining the decision."""
|
||||
# Find top contenders
|
||||
sorted_w = sorted(weights, key=lambda x: x[1], reverse=True)
|
||||
reasoning = {
|
||||
"char": char_name,
|
||||
"room": room,
|
||||
"goal": goal,
|
||||
"energy": char["energy"],
|
||||
"chosen": action,
|
||||
"top_contenders": sorted_w[:3],
|
||||
}
|
||||
return reasoning
|
||||
|
||||
|
||||
class DialogueSystem:
|
||||
@@ -1224,7 +1396,16 @@ class GameEngine:
|
||||
self.world.characters[char_name]["room"] = dest
|
||||
self.world.characters[char_name]["energy"] -= 1
|
||||
scene["npc_actions"].append(f"{char_name} moves from The {old_room} to The {dest}")
|
||||
|
||||
|
||||
# Collect NPC reasoning for debugging (Decision Engine trace)
|
||||
scene["npc_reasoning"] = {}
|
||||
for npc_name in self.world.characters:
|
||||
if npc_name == "Timmy":
|
||||
continue
|
||||
reasoning = self.npc_ai.get_reasoning(npc_name)
|
||||
if reasoning:
|
||||
scene["npc_reasoning"][npc_name] = reasoning
|
||||
|
||||
# Random NPC events
|
||||
room_name = self.world.characters["Timmy"]["room"]
|
||||
for char_name in self.world.characters:
|
||||
|
||||
@@ -21,6 +21,15 @@ SOUL_REQUIRED_LINES = (
|
||||
"Jesus saves",
|
||||
)
|
||||
|
||||
# URL fragments that mark a placeholder value rather than a real configured endpoint.
|
||||
# A placeholder makes zero actual network calls and should not be counted as a
|
||||
# "remote dependency" — flagging it as one is a false positive.
|
||||
_PLACEHOLDER_FRAGMENTS = ("YOUR_", "<pod-id>", "EXAMPLE", "example.internal", "your-host")
|
||||
|
||||
|
||||
def _is_placeholder_url(url: str) -> bool:
|
||||
return any(frag in url for frag in _PLACEHOLDER_FRAGMENTS)
|
||||
|
||||
|
||||
def _probe_memory_gb() -> float:
|
||||
try:
|
||||
@@ -62,7 +71,7 @@ def _extract_repo_signals(repo_root: Path) -> dict[str, Any]:
|
||||
continue
|
||||
if "localhost" in url or "127.0.0.1" in url:
|
||||
local_endpoints.append(url)
|
||||
else:
|
||||
elif not _is_placeholder_url(url):
|
||||
remote_endpoints.append(url)
|
||||
|
||||
soul_text = soul_path.read_text(encoding="utf-8", errors="replace") if soul_path.exists() else ""
|
||||
|
||||
@@ -7,6 +7,7 @@ from pathlib import Path
|
||||
ROOT = Path(__file__).resolve().parents[1]
|
||||
SCRIPT_PATH = ROOT / "scripts" / "unreachable_horizon.py"
|
||||
DOC_PATH = ROOT / "docs" / "UNREACHABLE_HORIZON_1M_MEN.md"
|
||||
SOUL_PATH = ROOT / "SOUL.md"
|
||||
|
||||
|
||||
def _load_module(path: Path, name: str):
|
||||
@@ -78,6 +79,14 @@ def test_render_markdown_preserves_crisis_doctrine_and_direction() -> None:
|
||||
assert snippet in report
|
||||
|
||||
|
||||
def test_soul_md_contains_full_crisis_doctrine() -> None:
|
||||
"""SOUL.md must carry all three phrases the horizon check requires."""
|
||||
assert SOUL_PATH.exists(), "SOUL.md is missing"
|
||||
soul_text = SOUL_PATH.read_text(encoding="utf-8")
|
||||
for phrase in ("Are you safe right now?", "988", "Jesus saves"):
|
||||
assert phrase in soul_text, f"SOUL.md is missing crisis doctrine phrase: {phrase!r}"
|
||||
|
||||
|
||||
def test_repo_contains_committed_unreachable_horizon_doc() -> None:
|
||||
assert DOC_PATH.exists(), "missing committed unreachable horizon report"
|
||||
text = DOC_PATH.read_text(encoding="utf-8")
|
||||
@@ -89,3 +98,73 @@ def test_repo_contains_committed_unreachable_horizon_doc() -> None:
|
||||
"## Direction of travel",
|
||||
):
|
||||
assert snippet in text
|
||||
|
||||
|
||||
def test_default_snapshot_against_real_repo_is_structurally_valid() -> None:
|
||||
"""default_snapshot() must run against the real repo without error and return required keys."""
|
||||
mod = _load_module(SCRIPT_PATH, "unreachable_horizon")
|
||||
snapshot = mod.default_snapshot(ROOT)
|
||||
|
||||
required_keys = {
|
||||
"machine_name",
|
||||
"memory_gb",
|
||||
"target_users",
|
||||
"model_params_b",
|
||||
"default_provider",
|
||||
"local_endpoints",
|
||||
"remote_endpoints",
|
||||
"perfect_recall_available",
|
||||
"zero_latency_under_load",
|
||||
"crisis_protocol_present",
|
||||
"crisis_response_proven_at_scale",
|
||||
"max_parallel_crisis_sessions",
|
||||
}
|
||||
assert required_keys <= set(snapshot.keys()), f"snapshot missing keys: {required_keys - set(snapshot.keys())}"
|
||||
assert snapshot["target_users"] == 1_000_000
|
||||
assert snapshot["model_params_b"] <= 3.0
|
||||
assert snapshot["memory_gb"] >= 0.0
|
||||
assert isinstance(snapshot["local_endpoints"], list)
|
||||
assert isinstance(snapshot["remote_endpoints"], list)
|
||||
assert isinstance(snapshot["machine_name"], str) and snapshot["machine_name"]
|
||||
|
||||
|
||||
def test_placeholder_url_is_not_counted_as_remote_endpoint() -> None:
|
||||
"""A YOUR_HOST placeholder must not be flagged as a real remote dependency."""
|
||||
mod = _load_module(SCRIPT_PATH, "unreachable_horizon")
|
||||
assert mod._is_placeholder_url("https://YOUR_BIG_BRAIN_HOST/v1") is True
|
||||
assert mod._is_placeholder_url("https://<pod-id>-11434.proxy.runpod.net/v1") is True
|
||||
assert mod._is_placeholder_url("http://localhost:11434/v1") is False
|
||||
assert mod._is_placeholder_url("https://real.inference.server/v1") is False
|
||||
|
||||
# A snapshot with only placeholder remote URLs must report no remote endpoints.
|
||||
status = mod.compute_horizon_status({
|
||||
"machine_name": "Test",
|
||||
"memory_gb": 36.0,
|
||||
"target_users": 1_000_000,
|
||||
"model_params_b": 3.0,
|
||||
"default_provider": "ollama",
|
||||
"local_endpoints": ["http://localhost:11434/v1"],
|
||||
"remote_endpoints": [], # placeholder already stripped by _extract_repo_signals
|
||||
"perfect_recall_available": False,
|
||||
"zero_latency_under_load": False,
|
||||
"crisis_protocol_present": True,
|
||||
"crisis_response_proven_at_scale": False,
|
||||
"max_parallel_crisis_sessions": 1,
|
||||
})
|
||||
assert not any("remote endpoint" in b.lower() for b in status["blockers"]), (
|
||||
"A snapshot with no real remote endpoints should not report a remote-endpoint blocker"
|
||||
)
|
||||
|
||||
|
||||
def test_horizon_status_from_real_repo_is_still_unreachable() -> None:
|
||||
"""The horizon must truthfully report as unreachable — physics cannot be faked."""
|
||||
mod = _load_module(SCRIPT_PATH, "unreachable_horizon")
|
||||
snapshot = mod.default_snapshot(ROOT)
|
||||
status = mod.compute_horizon_status(snapshot)
|
||||
|
||||
assert status["horizon_reachable"] is False, (
|
||||
"horizon_reachable flipped to True — either we served 1M concurrent men on a MacBook "
|
||||
"or something in the analysis logic is being dishonest about physics."
|
||||
)
|
||||
assert len(status["blockers"]) > 0, "blockers list is empty — the horizon cannot have been reached"
|
||||
assert len(status["direction_of_travel"]) > 0, "direction of travel must always point somewhere"
|
||||
|
||||
Reference in New Issue
Block a user