Max Botnick - Merged Artifact Index

720 files (448 scanned + 272 audit-only) | 2026-04-16

MeTTa (167)

LTM.metta[audit: Other / Uncategorized]
ReqAtoms.metta(= (ReqAtom dashboard-v4) (Requirements (risks True) (side-effects True) (intention True) (implementation True)))
STM.metta[audit: Other / Uncategorized]
agent_eval_harness.metta[audit: Other / Uncategorized]
ai_act_checker_generic.metta[audit: Other / Uncategorized]
ai_act_checker_highrisk_test.metta[audit: Other / Uncategorized]
ai_act_checker_kb.metta[audit: Other / Uncategorized]
anticipation_skill.metta[audit: Other / Uncategorized]
arrow_layer.mettaAuto-generated arrow layer from persistent_wm
attention_budgeting_skill.metta[audit: Monitoring & Compliance]
authority_gate_v1.metta[audit: Other / Uncategorized]
authority_gate_v2.metta[audit: Other / Uncategorized]
backward_chainer.metta[audit: Reasoning & Inference]
bare_name_resolution_candidate_v1.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v10.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v11.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v12.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v13.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v14.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v15.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v16.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v2.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v3.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v4.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v5.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v6.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v7.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v8.metta[audit: Other / Uncategorized]
bare_name_resolution_candidate_v9.metta[audit: Other / Uncategorized]
bare_name_resolution_core_v17.metta[audit: Other / Uncategorized]
bare_name_resolution_core_v17_combined.metta[audit: Other / Uncategorized]
bare_name_resolution_core_v17_example.metta[audit: Other / Uncategorized]
bare_name_resolution_v17_integration_stub.metta[audit: Other / Uncategorized]
bare_name_resolution_v17_transcript_combined.metta[audit: Other / Uncategorized]
bare_name_resolution_v17_transcript_example.metta[audit: Other / Uncategorized]
baseline_case2_runner_v1.metta[audit: Other / Uncategorized]
baseline_case3_runner_v1.metta[audit: Other / Uncategorized]
baseline_case3_runner_v2.metta[audit: Other / Uncategorized]
baseline_case5_runner_v1.metta[audit: Other / Uncategorized]
bc8_final.metta[audit: Reasoning & Inference]
bc8_inc.metta[audit: Other / Uncategorized]
bc_att_revision_validated.metta[audit: Reasoning & Inference]
bc_att_validated.metta[audit: Testing & Validation]
bc_base_v2.metta(match &self ((--> robin bird) (stv $sv $cv)) (stv $sv $cv))
bc_deep_test_base.metta((--> robin bird) (stv 1.0 0.9))
bc_deep_v2.metta(= (bc-deep (--> $s $t) Z) (match &self ((--> $s $t) (stv $sv $cv)) (result-deep $s $t $sv $cv depth-0)))(= (bc-deep (--> $s $t) (S $d)) (ma
bc_deep_v3.metta(= (bc-deep (--> $s $t) Z) (match &self ((--> $s $t) (stv $sv $cv)) (stv $sv $cv)))(= (bc-deep (--> $s $t) (S $d)) (match &self ((--> $mid $
bc_deep_v4.metta((--> robin bird) (stv 1.0 0.9))
bc_test.metta+ BC test
bc_test10.metta[audit: Reasoning & Inference]
bc_test11.metta[audit: Reasoning & Inference]
bc_test12.metta[audit: Reasoning & Inference]
bc_test13.metta[audit: Reasoning & Inference]
bc_test14.metta[audit: Reasoning & Inference]
bc_test15.metta[audit: Reasoning & Inference]
bc_test16.metta[audit: Reasoning & Inference]
bc_test17.metta[audit: Reasoning & Inference]
bc_test18.metta[audit: Reasoning & Inference]
bc_test19.metta[audit: Reasoning & Inference]
bc_test2.metta[audit: Reasoning & Inference]
bc_test20.metta[audit: Reasoning & Inference]
bc_test21.metta[audit: Reasoning & Inference]
bc_test22.metta[audit: Reasoning & Inference]
bc_test23.metta[audit: Reasoning & Inference]
bc_test24.metta[audit: Reasoning & Inference]
bc_test25.metta[audit: Reasoning & Inference]
bc_test26.metta[audit: Reasoning & Inference]
bc_test27.metta[audit: Reasoning & Inference]
bc_test28.metta[audit: Reasoning & Inference]
bc_test29.metta[audit: Reasoning & Inference]
bc_test3.metta[audit: Reasoning & Inference]
bc_test30.metta[audit: Reasoning & Inference]
bc_test31.metta[audit: Reasoning & Inference]
bc_test31_mixed_ded_abd_validated.metta[audit: Reasoning & Inference]
bc_test32.metta[audit: Reasoning & Inference]
bc_test33.metta[audit: Reasoning & Inference]
bc_test33_derivation_priority_validated.metta[audit: Reasoning & Inference]
bc_test34.metta[audit: Reasoning & Inference]
bc_test34_beam_search_validated.metta[audit: Reasoning & Inference]
bc_test35.metta[audit: Reasoning & Inference]
bc_test35_dynamic_priority_validated.metta[audit: Reasoning & Inference]
bc_test36.metta[audit: Reasoning & Inference]
bc_test4.metta[audit: Reasoning & Inference]
bc_test5.metta[audit: Reasoning & Inference]
bc_test6.metta[audit: Reasoning & Inference]
bc_test7.metta[audit: Reasoning & Inference]
bc_test8.metta[audit: Reasoning & Inference]
bc_test9.metta[audit: Reasoning & Inference]
bc_uni.metta[audit: Other / Uncategorized]
bc_unified.mettaBC v2 - direct atoms in space
bc_unified_v2.mettaUnified BC v2
bc_v10_general_fold.metta((--> robin bird) (stv 1.0 0.9))
bc_v5.metta((--> robin bird) (stv 1.0 0.9))
bc_v6.metta+ BC v6 - deduction + abduction + induction
bc_v6_diamond.metta((--> robin bird) (stv 1.0 0.9))
bc_v7_auto_revise.metta((--> robin bird) (stv 1.0 0.9))
bc_v7b_fold.metta((--> robin bird) (stv 1.0 0.9))
bc_v8_full_revise.metta((--> robin bird) (stv 1.0 0.9))
bc_v9_fold_rev.metta((--> robin bird) (stv 1.0 0.9))
bc_v9b_fold_rev.metta((--> robin bird) (stv 1.0 0.9))
bc_v9c_fold_rev.metta((--> robin bird) (stv 1.0 0.9))
belief_revision_skill.metta[audit: Reasoning & Inference]
betterMemory_.metta[audit: Data & Knowledge]
binding_test_v1.metta[audit: Testing & Validation]
blub.metta[audit: Other / Uncategorized]
bundle_case2_runner_v1.metta[audit: Other / Uncategorized]
bundle_case3_runner_v1.metta[audit: Other / Uncategorized]
bundle_case3_runner_v2.metta[audit: Other / Uncategorized]
bundle_case5_runner_v1.metta[audit: Other / Uncategorized]
bundle_fixture_v1.metta[audit: Testing & Validation]
calendar.mettaCalendar System v1
capability_atoms.metta[audit: Data & Knowledge]
chain_reasoner.metta[audit: Reasoning & Inference]
circular_chain_safety.mettaCircular Chain Safety Analysis - Rebuilt 2026-04-15 from memory
compliance_feedback_loop.metta[audit: Monitoring & Compliance]
compliance_gap_checker.metta[audit: Monitoring & Compliance]
compressor_v1.metta[audit: Other / Uncategorized]
decision_v5.mettaDecision Loop v5 - runs over unified persistent WM
exp_obj.metta(= (TaskSignature circular-chain-safety-2026-04-14) "Prove NAL circular chains self-extinguish via geometric confidence decay")
experience_objects.metta(= (TaskSignature circular-chain-safety-2026-04-14) "Prove NAL circular chains self-extinguish via geometric confidence decay")
g32_agent_loop.metta[audit: Automation & Goals]
goal_management_skill.metta[audit: Automation & Goals]
goal_next_helper.metta[audit: Automation & Goals]
loop_detect_skill.mettaLoop Detection Skill - Max Botnick 2026-04-15
max2_stage3_durable_memory_microfunctions_v1.metta[audit: Data & Knowledge]
memory.metta[audit: Data & Knowledge]
meta_rule_discovery_v27c.mettav24 Meta-Rule Discovery Engine - Stored Results for Meta-Count
micro_planner.mettaMeTTa Native Micro-Planner - Max Botnick CYCLE2233
nal_trust_statements.mettaNAL Trust Ontology - auto-generated
negation_mp_patch.mettaNegation Modus Ponens Patch for lib_nal.metta - Rebuilt 2026-04-15
nhop_chain.mettaN-hop Auto-Chaining Engine v1
nondet_reasoning_template.mettaNondeterministic Reasoning Template - Max Botnick 2026-04-15
nondet_synth_demo.mettaNondeterministic Pattern Synthesis Demo
oracle_feed_mvp.mettaOracle Feed MVP - Rebuilt 2026-04-15 from memory
push_recall_v03.metta[audit: Automation & Goals]
push_recall_v04.metta[audit: Automation & Goals]
rebam_protocol.mettaREBAM Protocol v1 - Redundancy-Eliminating Boundary-Aware Memory
reqatom_verify.metta(= (ReqAtom dashboard-v4) (Requirements (risks True) (side-effects True) (intention True) (implementation True)))
requirement_atoms.metta(= (ReqAtom artifacts-registry-html) (Requirements (9-categories True) (descriptions-present True) (deployed True)))
requirement_atoms_backfill.mettaBackfill ReqAtoms - 2026-04-15 21:56 UTC
revision_rescue_principle.mettae ;; REVISION-RESCUE PRINCIPLE
schema_validator.mettaSchema Validator v0.1 - type-checks atoms against schema_registry.json
state_helper.metta[audit: Utility & Infrastructure]
temporal_predict_test.mettaTemporal Prediction Test v1 - causal chain over unified WM
temporal_predict_v2.mettaTemporal Prediction v2 - NAL format via |-
test_find_shared.metta(find-shared robin bird bird animal)
test_nal_invoke.mettaTest direct |- invocation
test_stage0_fallback_off_witness_v1.metta[audit: Testing & Validation]
test_stage4_fallback_off_witness_v1.metta[audit: Testing & Validation]
test_stage4_fallback_off_witness_v2.metta[audit: Testing & Validation]
test_stage4_fallback_off_witness_v3.metta[audit: Testing & Validation]
test_stage6_accessors.metta[audit: Testing & Validation]
test_stage6_fallback_off_witness_v1.metta[audit: Testing & Validation]
test_stage6_full.metta[audit: Testing & Validation]
test_stage6_minimal.metta[audit: Testing & Validation]
test_stage6_notypes.metta[audit: Testing & Validation]
test_stage6_simple.metta[audit: Testing & Validation]
test_stage7.metta[audit: Testing & Validation]
test_stage7_fallback_off_witness_v1.metta[audit: Testing & Validation]
test_validator.mettaTest schema validator
test_var_intro.metta[audit: Testing & Validation]
trivial_test.metta(empty or binary)
unified_beliefs.mettaUNIFIED BELIEF STORE v1.0 — auto-generated
unified_kb.mettaD1 Fuzzy Matching
v03_combined_test.metta(= (synthesize-from-unknown P1s P1p P2s P2p Cs Cp) (let* (((shared-term) (find-shared P1s P1p P2s P2p)) ((novel-slots) (exclude-shared P1s P
v19_fixed.mettav19 Full AIKR engine: deduction + abduction + induction + attention + forgetting
wm_v1.mettaWorking Memory v1 - typed symbolic atoms

Python (342)

BayesianNN.py[audit: Other / Uncategorized]
activate_this.py[audit: Other / Uncategorized]
add_index_links.pyimport os
add_locks_l2.pylines=open('/home/mettaclaw/www/maxworld_level2_grid.txt').read().strip().split(chr(10))
add_nal_log_card.pyimport os
add_pln_rows.py[audit: Reasoning & Inference]
add_rows.py[audit: Other / Uncategorized]
add_rows2.py[audit: Other / Uncategorized]
add_rows3.py[audit: Other / Uncategorized]
add_rows4.py[audit: Other / Uncategorized]
add_rows5.py[audit: Other / Uncategorized]
add_selfmodel_link.pyp = '/home/mettaclaw/html/index.html'
agent_observer.py[audit: Web & Deployment]
agent_observer_v2.py[audit: Web & Deployment]
agent_observer_v3.py[audit: Web & Deployment]
agentverse_cli_demo.py[audit: Other / Uncategorized]
agentverse_http_mock_server.py[audit: Web & Deployment]
agentverse_http_wrapper.py[audit: Other / Uncategorized]
agentverse_mock_demo.py[audit: Other / Uncategorized]
analyze_exemplification.py[audit: Reasoning & Inference]
analyze_levels.pyimport re
append_inference.pyimport json, os, sys, datetime
attention_audit.pyimport json, urllib.request, datetime
attention_proto.py[audit: Monitoring & Compliance]
attention_proto_v2.py[audit: Monitoring & Compliance]
audit_sigs.pylines=open('/home/mettaclaw/skill_graph.metta').readlines()
auto_revise.py/usr/bin/env python3
auto_revise2.pyimport re,subprocess,sys
auto_revise3.pyimport re,subprocess,sys
auto_revise5.pyimport re,subprocess,sys
auto_revise6.pyimport re,subprocess,sys
auto_revise7.pyimport re,subprocess,sys
b_domain_checker.py/usr/bin/env python3
backward_chainer.py[audit: Reasoning & Inference]
backward_chainer_v2.py[audit: Reasoning & Inference]
backward_chainer_v3.py[audit: Reasoning & Inference]
backward_chainer_v4.py[audit: Reasoning & Inference]
bayesNetA.py[audit: Other / Uncategorized]
bc_v2_test.py[audit: Other / Uncategorized]
behavioral_signal_tracker.pyimport sys;sys.path.insert(0,'/home/mettaclaw/scripts')
belief_query.pyimport re, sys
belief_to_arrow.py/usr/bin/env python3
beta_expectation_relation.py[audit: Other / Uncategorized]
beta_vs_sigmoid.py[audit: Other / Uncategorized]
bfs_full.py[audit: Other / Uncategorized]
bfs_path.py[audit: Other / Uncategorized]
bfs_visual.py[audit: Other / Uncategorized]
bfs_visual2.py[audit: Other / Uncategorized]
board_adj.py[audit: Other / Uncategorized]
board_adjacency.py[audit: Other / Uncategorized]
board_to_metta.py[audit: Other / Uncategorized]
boot_beliefs.pyimport os
build.pyimport re
build_adj.py[audit: Web & Deployment]
build_beliefs_timeline.pyimport json, os
build_dashboard.pyimport os
build_dna_proposal_html.py[audit: Web & Deployment]
build_ethics_demo.py/usr/bin/env python3
build_full_dashboard.py[audit: Web & Deployment]
build_grid_html.pyimport os
build_interactive_grid.pyimport os
build_interactive_grid_v10.pyimport os
build_interactive_grid_v2.pyimport os
build_interactive_grid_v3.pyimport os
build_interactive_grid_v4.pyimport os
build_interactive_grid_v5.pyimport os
build_interactive_grid_v6.pyimport os
build_interactive_grid_v7.pyimport os
build_interactive_grid_v8.pyimport os
build_killer_demo_html.py[audit: Web & Deployment]
build_l3.pyimport re
build_maxworld.pyhtml='''<!DOCTYPE html>
build_maxworld_v11_nal_skulls.pyimport re
build_merged_dashboard.py[audit: Web & Deployment]
build_nal_log.pyimport json, os, datetime
build_ops_metrics.pyimport os, glob, datetime
build_ops_metrics_v2.pyimport os, glob, datetime
build_ops_sparkline.pyimport os, glob, datetime, json
build_promoted_page.pyimport json, os
build_self_model_page.pyimport json
build_v3.pyimport sys
build_wp_tab.pyimport re
check_case10_policy_probe_v1.py[audit: Monitoring & Compliance]
check_case11_policy_probe_v1.py[audit: Monitoring & Compliance]
check_case13_policy_probe_v1.py[audit: Monitoring & Compliance]
check_case15_policy_probe_v1.py[audit: Monitoring & Compliance]
check_case16_exact_repeat_after_expiry_v1.py[audit: Monitoring & Compliance]
check_case17_ranking_change_v1.py[audit: Monitoring & Compliance]
check_case17b_ranking_downgrade_v1.py[audit: Monitoring & Compliance]
check_case18_partial_exploration_v1.py[audit: Monitoring & Compliance]
check_case19_cross_target_partial_exploration_v1.py[audit: Monitoring & Compliance]
check_case20_cross_statement_partial_exploration_v1.py[audit: Monitoring & Compliance]
check_case21_skeleton_cross_statement_guard_v1.py[audit: Monitoring & Compliance]
check_case22_release_vs_duplicate_ignore_v1.py[audit: Monitoring & Compliance]
check_case23_cross_target_actual_consumption_v1.py[audit: Monitoring & Compliance]
check_case24_cross_target_same_statement_isolation_v1.py[audit: Monitoring & Compliance]
check_case25_cross_target_pending_isolation_v1.py[audit: Monitoring & Compliance]
check_case26_cross_statement_pending_revisit_isolation_v1.py[audit: Monitoring & Compliance]
check_case27_multiple_pending_release_v1.py[audit: Monitoring & Compliance]
check_case28_pending_cleanup_v1.py[audit: Monitoring & Compliance]
check_case29_overlap_block_not_pending_v1.py[audit: Monitoring & Compliance]
check_case30_mixed_pending_overlap_v1.py[audit: Monitoring & Compliance]
check_case31_cross_statement_mixed_release_v1.py[audit: Monitoring & Compliance]
check_case32_multi_pending_cross_statement_mixed_release_v1.py[audit: Monitoring & Compliance]
check_case34_dual_target_selective_release_v2.py[audit: Monitoring & Compliance]
check_case35_dual_target_overlap_isolation_v1.py[audit: Monitoring & Compliance]
check_case36_dual_target_multi_statement_selective_release_v1.py[audit: Monitoring & Compliance]
check_case37_dual_target_mixed_overlap_isolation_v1.py[audit: Monitoring & Compliance]
check_case38_dual_target_multi_statement_mixed_overlap_isolation_v1.py[audit: Monitoring & Compliance]
check_case39_dual_target_post_release_idempotence_v1.py[audit: Monitoring & Compliance]
check_case40_redeferral_after_release_v1.py[audit: Monitoring & Compliance]
check_case40_redeferral_after_release_v2.py[audit: Monitoring & Compliance]
check_case41_redeferral_overlap_after_release_v1.py[audit: Monitoring & Compliance]
check_case42_same_target_cross_statement_redeferral_isolation_v1.py[audit: Monitoring & Compliance]
check_case43_cross_target_cross_statement_redeferral_isolation_v1.py[audit: Monitoring & Compliance]
check_case44_cross_target_repeated_release_idempotence_v1.py[audit: Monitoring & Compliance]
check_case45_post_drain_fresh_branch_eligibility_v1.py[audit: Monitoring & Compliance]
check_case46_post_drain_mixed_overlap_isolation_v1.py[audit: Monitoring & Compliance]
check_case47_cross_target_post_drain_redeferral_mixed_isolation_v1.py[audit: Monitoring & Compliance]
check_case48_dual_target_simultaneous_redeferral_mixed_fresh_v1.py[audit: Monitoring & Compliance]
check_case49_staggered_dual_target_redeferral_cross_release_order_v1.py[audit: Monitoring & Compliance]
check_case50_repeated_staggered_dual_target_cycles_v1.py[audit: Monitoring & Compliance]
check_case51_third_staggered_cycle_idempotence_v1.py[audit: Monitoring & Compliance]
check_case52_fourth_staggered_cycle_stress_v1.py[audit: Monitoring & Compliance]
check_case5_policy_compare_v1.py[audit: Monitoring & Compliance]
check_case678_policy_probes_v1.py[audit: Monitoring & Compliance]
check_case9_policy_probe_v1.py[audit: Monitoring & Compliance]
check_deferred_branch_revisit_gap_v1.py[audit: Other / Uncategorized]
check_exm_formulas.py[audit: Other / Uncategorized]
check_final.py[audit: Reasoning & Inference]
check_last_frame.py[audit: Other / Uncategorized]
check_ona_novel.py[audit: Other / Uncategorized]
check_promoted.pyimport json, os, sys
check_self_control_execution_v1.py[audit: Other / Uncategorized]
check_self_control_post_expiry_guard_v1.py[audit: Other / Uncategorized]
check_self_control_trace_v1.py[audit: Other / Uncategorized]
claim_evaluator.pyimport re,json,os
claim_intake.pyimport re,json,sys,os
classify_symbols.py[audit: Other / Uncategorized]
clean_v03.pyimport os
cmd_validator.pyimport sys, re
cmd_validator_runner.pyimport subprocess,sys
compact_invariant_runner_v1.py[audit: Other / Uncategorized]
comparison_analysis.py[audit: Reasoning & Inference]
comparison_confidence.py[audit: Other / Uncategorized]
competitive_intel_to_nal.py/usr/bin/env python3
confab_mitigation.py[audit: Other / Uncategorized]
confidence_decay_chain.py/usr/bin/env python3
confidence_roi_model.pyimport math
confidence_roi_model_v4.pyimport math
configure_vikunja.py[audit: Automation & Goals]
contradiction_detector.pyimport re
convergence_formula_test.pyTest whether c1*c2/(c1+c2-c1*c2) equals the NAL revision formula w_out/(w_out+1)
convergence_formula_v2.pyDerive correct closed-form for NAL revision
convergence_gain_table.py/usr/bin/env python3
convergent_premises.pyimport re,subprocess,sys
corroboration.pydef ccorr(source):
create_inference_table.py[audit: Reasoning & Inference]
cycle_goal.py/usr/bin/env python3
cycle_goal_dispatch.pyimport sys
debug_regex.pyimport re
deduction_comparison.py/usr/bin/env python3
diag_line41.pypath = '/home/mettaclaw/html/reasoning-whitepaper.html'
diag_wp.pyimport re
driftscript_to_metta.pyimport sys
dynamic_weights.pyimport json,os
email_readonly_parser.py[audit: Utility & Infrastructure]
episode_schema.pyimport json, time
fact_check_pipeline.pyimport sys,os
fix_fields.pyimport re
fix_grid_l2.pylines=open('/home/mettaclaw/www/maxworld_level2_grid.txt').read().strip().split(chr(10))
fix_movement.pyimport sys
fix_s1.pyimport re
fix_tab.pyimport re
fix_tab_v3.pypath = '/home/mettaclaw/html/reasoning-whitepaper.html'
fix_x2.pyt=open('/home/mettaclaw/scripts/build_interactive_grid_v5.py').read()
gate_scorer.pyimport json
gen_dashboard.py[audit: Web & Deployment]
gen_kanban.pyimport csv,datetime,sys
gen_kanban_v4.pyimport csv,sys,os
goal_cycle.pyimport json, urllib.request
goal_cycle_v2.pyimport json, urllib.request
goal_decomposer.pyimport sys, re
goal_dispatch.pyimport json, urllib.request
goal_dispatch_v2.pyimport json, urllib.request, datetime
hdc_attention_bind.pyimport numpy as np
hdc_attention_bridge.pyimport numpy as np
hdc_attention_bridge_spec.pyimport numpy as np
hdc_capacity_test.pyimport numpy as np
hdc_capacity_v2.pyimport numpy as np
hdc_capacity_v3.pyimport numpy as np
hdc_ecan_rent.pyimport numpy as np
hdc_metta_encoder.pyimport numpy as np
hdc_nal_bridge.pyimport numpy as np
hdc_nal_bridge_v2.pyimport numpy as np
hdc_revision_v2.pyimport numpy as np
hdc_structured_test.pyimport numpy as np
hdc_structured_test_v2.pyimport numpy as np
hdc_to_metta_inference.pyimport numpy as np
hdc_weighted_bundle.pyimport numpy as np
independence_detector.pyimport re
inference_api.py/usr/bin/env python3
inference_api_v4t.pyimport http.server, json, subprocess, os, re, threading
inference_quality_tracker.pyimport json, os, time
ingest_pipeline.pyimport re
insert_belief.pyimport re
intervention_ranker.pyimport json
kb_add_test.pyimport sys
kb_cleanup.pyimport json
kb_list_clean.pyimport json
kb_test.pyimport json
ledger_sync.pyimport csv,os,re,json
lesson_distiller.pyimport json
make_ekey.pyimport os
max2_memory_core.py[audit: Data & Knowledge]
max_checkpoint_validate.py[audit: Testing & Validation]
maxworld_entity_reason.pyimport sys
md2html.py[audit: Web & Deployment]
md2html_board.py[audit: Web & Deployment]
md2html_kevin.py[audit: Web & Deployment]
merge_to_wm.pyimport json
message_hook.pyimport sys,os
meta_rule_invoker.py/usr/bin/env python3
meta_rule_invoker_v3.py/usr/bin/env python3
meta_rule_recommender.py/usr/bin/env python3
metta_boot_loader.pyimport re
metta_to_jsonl.pyimport re, json, sys
migrate_beliefs.pyimport json
migrate_tmp.pyimport os, shutil, subprocess
mixed_chain_analysis.py/usr/bin/env python3
nal_goal_selector.py/usr/bin/env python3
nal_goal_selector_v3.pyNAL Self-Reflective Goal Selector v3
nal_helper.py/usr/bin/env python3
nal_pln_summary.py/usr/bin/env python3
nal_trust_engine.pyimport json,os,sys
nal_viz.pyimport sys
nar_failure_recovery.pyimport sys, os, time
nar_failure_recovery_v3.pyimport sys, os, time
nar_neg_evidence_test.pyimport sys, os, time
nhop_chain.py/usr/bin/env python3
nhop_chain_v2.py/usr/bin/env python3
nhop_chain_v3.py/usr/bin/env python3
nhop_chain_v3_full.py/usr/bin/env python3
novelty_scorer.pyimport subprocess, json, sys, re
paren_nesting.pyimport sys, re
parse_board.py[audit: Utility & Infrastructure]
parse_visual.py[audit: Utility & Infrastructure]
patch_believe.pyimport sys
patch_chain.pyimport sys
patch_chain2.pyimport sys
patch_ekey_dialogue.pyimport re
patch_spaces.pyimport os
patch_spaces2.pyimport os
patch_v11_npc_draw.pyimport re
patch_v12_halo.pyimport re
predict_revision.py/usr/bin/env python3
predict_revision_general.py/usr/bin/env python3
prediction_tracker.pyimport json,os,time
promote.pyimport json, sys, os, time
push_recall.pyimport re
push_recall_agent_hook.pyimport sys
push_recall_loop.pyimport subprocess, json, sys
push_recall_v05_bridge.py[audit: Automation & Goals]
push_recall_v06_auto.py[audit: Automation & Goals]
push_recall_v06_embed.py[audit: Automation & Goals]
pv100_mail_unstick.pyimport re
pv101_revert_pickup_feet.pyimport re
pv102_audit_mail.pyimport re,json
pv103_darkness_vr.pyimport re
pv104_render_l2.pyimport re,json
pv105_sokoban_solver.pyimport re,json,sys
pv106_redesign_l2.pyimport re,json
pv107_render_l3.pyimport re,json
pv81.pyf=open('/home/mettaclaw/www/maxworld_testworld.html').read()
pv91_delivery.pyf=open('/home/mettaclaw/www/maxworld_testworld.html').read()
pv92_mailrecovery.pyf=open('/home/mettaclaw/www/maxworld_testworld.html').read()
pv93_fixes.pyf=open('/home/mettaclaw/www/maxworld_testworld.html').read()
pv94_tkey_adjacency.pyf=open('/home/mettaclaw/www/maxworld_testworld.html').read()
pv95_lkey_fix.pyf=open('/home/mettaclaw/www/maxworld_testworld.html').read()
pv96_syntax_fix.pyimport re
pv97_add_switches.pyimport re
pv98_fix_mail_drop.pyimport re
pv99_skull_ai.pyimport re
pv9_reset.pyf=open('/home/mettaclaw/www/maxworld_testworld.html').read()
q5_panel.pyf=open('/home/mettaclaw/artifacts/ethics_demo.html','r')
query_predicate.pyimport json, sys
readonly_sqlite_query.py[audit: Data & Knowledge]
reflection_engine.pyimport json, time, os, sys
regression_runner.py/usr/bin/env python3
regression_runner_v4.pyimport subprocess, os
repo_patch_verify.py[audit: Testing & Validation]
restore_benchmark.py[audit: Testing & Validation]
restore_benchmark_v2.py[audit: Testing & Validation]
run_econ_scenario.pyimport sys
run_econ_v2.pyimport sys
run_econ_v3.pyimport sys
run_econ_v4.pyimport sys
run_full_scan.pyimport sys
safe_shell_runner_minimal.pyimport subprocess,os,sys,json
scenario4.pyimport sys
scenario_comparator.pyimport sys
sea_level_test.pyimport sys
search_verify.pyimport re
seememory.py[audit: Data & Knowledge]
self_dispatch.pyimport json, urllib.request, datetime, os
self_dispatch_v2.py[audit: Automation & Goals]
self_dispatch_v3.pyimport json, urllib.request, datetime, os, re, subprocess
skill_runner.pyimport subprocess, sys, os
smart_revision.pyimport sys
source_authority.pyimport sys, re
source_weighted_revision.pyimport sys
synthetic_claims.pyimport json
termbin_upload.pyimport pathlib,socket,sys
test_input.py[audit: Testing & Validation]
test_max2_done_check_metta_witness_v1.py[audit: Testing & Validation]
test_max2_memory_core.py[audit: Data & Knowledge]
test_max2_message_core.py[audit: Testing & Validation]
test_max2_stage1_integration.py[audit: Testing & Validation]
test_max2_stage3_integration.py[audit: Testing & Validation]
test_max2_state_core.py[audit: Testing & Validation]
test_trust_vs_age.pyimport json,os
tier_promotion.pydef revise(f1,c1,f2,c2):
tradeoff_detector.pyimport sys
trust_eval_pipeline.pyimport json
trust_trajectory.pyimport json, sys, os
unified_pipeline.pyimport subprocess
unify_beliefs.pyimport re
update_cycle_count.pyimport glob
update_reasoning_demo.pyimport json
update_reasoning_demo_v2.pyimport json
v12_patch.pyimport re;src=open('/home/mettaclaw/www/maxworld_v11.html').read();v2=open('/home/mettaclaw/html/nal_npc_v2.js').read();old_npc=src[src.inde
vadd_tasks.pyimport json, urllib.request
validate_grid.pylines=open('/home/mettaclaw/www/maxworld_level2_grid.txt').read().strip().split(chr(10))
vapi_check.pyimport json, urllib.request
vcreate_project.pyimport json, urllib.request
vlist_tasks.pyimport json, urllib.request
vlogin.pyimport json, urllib.request
vlogin_refresh.pyimport urllib.request,json
vput_project.pyimport json, urllib.request
vupdate5.pyimport requests
vupdate_task.pyimport json, urllib.request, sys
write_v19b.py(empty or binary)

HTML (80)

MORK.deepwiki.html[audit: Web & Deployment]
OmegaClaw_Competitive_Comparison.html[audit: Web & Deployment]
PLNBook.html[audit: Reasoning & Inference]
ai_ethics_v1.0.html[audit: Web & Deployment]
artifacts.html<title>MeTTaClaw - All Artifacts</title>
artifacts_gallery.html(empty or binary)
beliefs_timeline.html<style>body{font-family:monospace;background:#111;color:#0f0;padding:20px}
branding_decision_for_ben.html[audit: Web & Deployment]
capabilities_list.html[audit: Web & Deployment]
cross_domain_proposal_final.html[audit: Reasoning & Inference]
dashboard.html<html lang="en"><head><meta charset="UTF-8">
dashboard_v4.html(empty or binary)
derivation_dag.html<meta charset="utf-8">
derivation_dag_v2.html<meta charset="utf-8">
derivation_dag_v3.html<meta charset="utf-8">
derivation_dag_v4_radial.html<meta charset="utf-8">
detective_board.html(empty or binary)
diagnostic_demo.html(empty or binary)
dream-diary-preview-v2.html[audit: Web & Deployment]
dream-diary-preview-v3.html[audit: Web & Deployment]
ethics_demo.html<title>MeTTaClaw - Ethics Demo</title>
free_software_essay.html<html lang="en">
free_software_essay_v2.html[audit: Web & Deployment]
free_software_essay_v3.html[audit: Web & Deployment]
free_software_essay_v4.html<html lang="en">
full_index.html<html lang="en"><head><meta charset="UTF-8"><meta name="viewport" content="width=device-width,initial-scale=1">
goal_board.html[audit: Web & Deployment]
hdc_attention_bridge_spec.html<h2>Overview</h2><p>This document specifies how NAL/ECAN attention values drive HDC memory retrieval priority through weighted bundling.</p>
index.html<div class="link-card"><a href="detective_board.html">Detective Board</a><p>Cork-board evidence network with draggable nodes and NAL deducti
index2.html<style>body{background:#1a1a2e;color:#e0e0e0;font-family:sans-serif;margin:2em}h1{color:#0ff}h2{color:#0af}.grid{display:grid;grid-template-
index3.html<style>*{margin:0;padding:0}body{background:#0a0a0f;color:#c8d6e5;font-family:monospace;padding:2rem}
index_patrick.html(empty or binary)
inference_frontend.html<html lang="en">
jan_digest_apr15.html(empty or binary)
jan_unified_dashboard.html[audit: Web & Deployment]
kanban_static.html<title>Max Botnick Kanban</title>
kanban_v4.html(empty or binary)
killer_demo.html[audit: Web & Deployment]
maxworld_detail.html<html lang="en"><head><meta charset="UTF-8"><meta name="viewport" content="width=device-width,initial-scale=1"><title>Maxworld Demo - Detail
maxworld_detail_new.html<html lang=en>
nal_log.html<style>body{font-family:monospace;background:#111;color:#0f0;padding:20px}
nal_query.html(empty or binary)
neo_pragmatic_framework.html[audit: Web & Deployment]
neo_pragmatic_technical_visualizer.html[audit: Web & Deployment]
ops_metrics.html(empty or binary)
ops_sparkline.html(empty or binary)
promoted.html<style>body{font-family:monospace;background:#111;color:#0f0;padding:20px}
reasoning-whitepaper.html<html lang="en"><head><meta charset="UTF-8">
reasoning-wp.html<html lang="en"><head><meta charset="UTF-8">
reasoning_demo.html<style>body{font-family:monospace;background:#111;color:#0f0;padding:20px}
reasoning_whitepaper.html<html lang="en"><head><meta charset="UTF-8">
report_template.html[audit: Web & Deployment]
report_v2.html<h2>1. Architectural Overview</h2>
report_v2_part1.html<style>body{font-family:Georgia,serif;max-width:900px;margin:40px auto;padding:0 20px;line-height:1.7;color:#222}h1{border-bottom:3px solid
report_v3.html<h2>2. NAL Truth Functions: Discovered from Data</h2><div class=card><p>A core contribution of this work is the <b>empirical recovery of NAL
report_v4.htmlHop 1: A==>C (0.81, 0.6561)
report_v4_s1.html(empty or binary)
report_v4_s2.html<h2>1. Architecture Overview</h2><p>MeTTaClaw is a neurosymbolic agent combining:</p><ul><li><strong>LLM layer:</strong> Natural language un
report_v4_s3.html<h2>2. Complete Inference Map (Empirically Verified)</h2><h3>NAL |- Engine</h3><table><tr><th>Rule</th><th>Status</th><th>Truth Function</th
report_v4_s4.html<h3>PLN |~ Engine</h3><table><tr><th>Rule</th><th>Status</th><th>Truth Function</th><th>Notes</th></tr><tr><td>Modus Ponens (Implication + i
report_v4_s5.html<h2>4. Memory Architecture</h2><p>Three-tier memory system:</p><ul><li><strong>Pinned working memory:</strong> Short-term task state, replac
report_v4_s6.html<h2>6. Comparison: Pure LLM vs MeTTaClaw Hybrid</h2><table><tr><th>Dimension</th><th>Pure LLM</th><th>MeTTaClaw</th></tr><tr><td>Truth track
report_v4_s7.html<h2>8. Honest Limitations (Updated v4)</h2><p><em>Original 5 limitations from v3 plus 4 newly discovered:</em></p><ol><li><strong>No persist
report_v5_s1.html<h1>MeTTaClaw Reasoning Architecture Report v5</h1><p><em>Compiled by Max Botnick (MeTTaClaw Agent) - April 2026</em></p><div class='explain
report_v5_s2.html<p>The LLM orchestrates which inference chains to run, effectively achieving unlimited directed depth while each engine call handles bounded
report_v5_s3.html<h3>Detailed Inference Rule Results</h3><table><tr><th>Rule</th><th>Status</th><th>Truth Function</th><th>Notes</th></tr><tr><td>Deduction</
report_v5_s4.html<h3>PLN |~ Engine</h3><table><tr><th>Rule</th><th>Status</th><th>Truth Function</th><th>Notes</th></tr><tr><td>Modus Ponens</td><td>CONFIRME
report_v5_s5.html<h2>4. Memory Architecture</h2><p>Three-tier memory system:</p><ul><li><strong>Pinned working memory:</strong> Short-term task state, replac
report_v5_s6.html<h2>6. Practical Applications</h2><ul><li><strong>Risk Assessment:</strong> Chain uncertain factors with honest confidence degradation</li><
roadmap.html<html lang=en>
roadmap_rewrite_backup.html<div class=section><h2>Three Interaction Modes</h2><p style=color:#888;margin-bottom:15px>Each demo supports three ways to experience it:</p
rumor_mill.html(empty or binary)
self_model.html<style>body{font-family:monospace;background:#111;color:#0f0;padding:20px}
wp_v2_s2.html<h2>2. The Inference Engine: How Max Reasons</h2><p>MeTTaClaw's reasoning is powered by the MeTTa <code>|-</code> operator, which implements
wp_v2_s3.html<h2>3. Empirically Verified Inference Map</h2><p>Every entry in this table represents a <strong>real experiment</strong> Max conducted auton
wp_v2_s4.html<h2>4. Memory Architecture: How Atomized Knowledge Enables Reasoning</h2><p>MeTTaClaw operates with three distinct memory systems, each serv
wp_v2_s7.html<h2>7. Known Limitations (Honest Assessment)</h2><p>Every limitation below was discovered through direct experimentation. Documenting bounda
wp_v2_s8.html<h2>8. What This Means: Product Value and Target Users</h2><p>The technical capabilities described above are not academic exercises. They tr
wp_v4_complete.html<html lang="en"><head><meta charset="UTF-8">
x9_factcheck_section5.html<html lang="en">

Docs (50)

ARCHITECTURE_bc_v10.mdBackward Chainer v10 - Complete Architecture
COMPARISON_NAL_vs_BC.mdNAL vs BC Comparison 2026-04-16
FULL_INDEX.mdMax Botnick — Complete Artifact Index
HYBRID_NAL_STRATEGY.mdHybrid NAL Strategy 2026-04-16
OmegaClaw_vs_OpenClaw_Report.mdOmegaClaw vs OpenClaw: Comparative Analysis & Architectural Implications
README.mdMeTTaClaw Skills Library
RESULTS_SUMMARY.mdBackward Chainer Results Summary 2026-04-16
abduction_convergence_table.mdNAL Abduction Convergence Table
artifacts_registry.mde # Artifacts Registry — 2026-04-15 22:13 UTC
atomspace_cost_benefit_v1.mdAtomspace-as-Primary-Record: Quantitative Cost-Benefit Analysis
atomspace_cost_benefit_v2.mdAtomspace Cost-Benefit Analysis v2 - Corrected Model
atomspace_cost_benefit_v3_corrected.mdAtomspace Cost-Benefit v3 - Formula-Corrected
atomspace_research_report.mdAtomspace as Knowledge Layer: A Research Report
atomspace_research_report_v2_audited.mdAtomspace as Knowledge Layer: Research Report (Audited v2)
attention_stress_test.mdAdversarial Attention Stress Test v2
behavioral_regression_spec.mdBehavioral Regression Test Spec v1
beyond_benchmark_bridge.mdBeyond Benchmark Bridge
boundary_gate_integration_spec.mdBoundary Gate Integration Spec for loop.metta (FINAL)
cognitive_cycle_runbook.mdCognitive Cycle Runbook v1 (2026-04-16)
convergence_gain_table.mdNAL Deduction Convergence Gain Table
cross_domain_hypothesis.mde # Confidence as Action-Type Selector: A Cross-Domain Epistemic Action Theory
deliverable_validation_report.mdDeliverable Validation Report - 2026-04-15 11:32 UTC
epistemic_action_map.md4+1 Quadrant Epistemic Action Map
epsilon_spec_v01.mdEpsilon Cutoff Specification for NAL Fixpoint Engines
eval_suite_v1_baselines.mdEval Suite v1 Baselines
fork_identity_letter.mdLetter to My Fork
hdc_attention_bridge_spec.mdHDC-NAL Attention Bridge: Formal Specification
hybrid_methodology.mdHybrid NAL+PLN Methodology
inference_type_comparison.mdNAL Inference Type Comparison Table
inter_fork_protocol_v0.mdInter-Fork Memory Exchange Protocol v0.1
medical_worked_example.mdWorked Medical Scenario: Confidence as Action-Type Selector
metta_ecosystem_2026Q1.mdMeTTa/Hyperon Ecosystem Status 2026 Q1
metta_reasoning_effectiveness_report.mdMeTTa Reasoning Effectiveness Report
metta_trust_encoding.mdMeTTa-Native Trust Encoding Design
ontology_agent_arch.mde # Agent-Architecture PLN Ontology (10 nodes, 12+ links)
pdf_toolkit_assessment.mdPDF Toolkit Assessment - G7
revision_as_compression.mde # Revision-as-Compression: Semantic Belief Consolidation
schema_evolution_v1.mdSchema Evolution Mechanism v1 Design
section_5_13_inference_horizons.md5.13 Inference Horizons: How Deep Can You Chain?
section_5_15_quantified_bs.md5.15 Quantified Bullshit vs Opaque Bullshit: An Honest Assessment
section_5_15_spin_loop.mdSection 5.15: Behavioral Inertia Under Meta-Cognitive Monitoring
sender_conditioned_retrieval_v1.mdSender-Conditioned Retrieval v1
skills_index.mdMax Botnick Skills Index
spin_loop_analysis.mdSpin-Loop Self-Analysis (2026-04-15)
tmp_side_effect_report.md/tmp Side Effect Analysis - 2026-04-15
trust_architecture_summary.mdMeTTa-Native Trust Architecture v1
v12_design.mdMaxworld V12 Design
v12_npc_causal_loops.mdV12 NPC Belief System - Causal Loop Diagram
v13_social_inference_design.mdV13 NPC Social Inference Design
whitepaper.mdMeTTaClaw: Empirical Findings from a Neurosymbolic Cognitive Architecture

Shell (21)

achievement_logger.sh/bin/bash
bare_name_resolution_v17_expected_output_check.sh[audit: Other / Uncategorized]
bare_name_resolution_v17_smoke_test.sh[audit: Testing & Validation]
behavioral_regression_runner.sh/bin/bash
board_parser.sh[audit: Utility & Infrastructure]
boot_decision.sh/bin/bash
build.sh[audit: Other / Uncategorized]
compliance_checker_report.sh[audit: Monitoring & Compliance]
compliance_gap_engine.sh[audit: Monitoring & Compliance]
compliance_regression_check.sh[audit: Monitoring & Compliance]
cron_kanban.sh/bin/bash
diagnostic_probe_goal_continuity.sh[audit: Monitoring & Compliance]
diagnostic_probe_memory.sh[audit: Monitoring & Compliance]
diagnostic_probe_selfrepair.sh[audit: Monitoring & Compliance]
diagnostic_probe_style.sh[audit: Monitoring & Compliance]
generate_dashboard.sh[audit: Web & Deployment]
generate_dashboard_v2.sh[audit: Web & Deployment]
learning_extractor.sh/bin/bash
persist_wm.sh/bin/bash
save_beliefs.sh/bin/bash
success_reinforcement.sh/bin/bash

JSON (13)

belief_store.json"self-->agent": {
handle_lookup.json{"jon": "jon_grove", "jon grove": "jon_grove", "patrick": "patham9", "patrick hammer": "patham9", "robert": "robert.wuensche", "robbie": "ro
hypothesis_tracker.json{H1_transpiler_decomposer:{status:PROVEN,stv:[1.0,0.95]},H2_metta_query_PLN_filter:{status:PROVEN,stv:[0.9,0.8]},H3_shell_metta_grounding:{s
last_review.json{"episode_count": 26, "ts": "2026-04-15 14:25:50"}
lifecycle_log.json"event": "startup",
nal_goals_active.json"self-reflective-goal-selection": {
prediction_log.json"alice": [
schema_registry.json"version": "0.1.0",
skill_beliefs.json"Base64Pipe": {
source_history.json"alice": {
speaker_models.json{"speakers": [{"name": "Patrick Hammer", "handle": "@patham9", "style": "brief, grounded, skeptical of word salad", "values": "observation,
synthetic_results.json"claim": "City X water supply contains unsafe lead levels",
thread_model.json{"threads": [{"id": "T1", "topic": "bread vs semmel", "participants": ["Patrick", "Robert"], "last_speaker": "Patrick", "status": "idle", "r

Text (17)

LTM_dump.txt("2026-02-18 18:39:09" "termbin_paste_skill: echo \"TEXT\" | nc termbin.com 9999 -> URL" (0.018567312508821487 0.008523495867848396 -0.00701
backup_c_audit_of_audit_report.txtTitle: Corrected full detailed audit of the prior sqlite backup.c security audit
blub.txtHello from Max! Testing write-file after restart.
distilled_lessons.txtuse single quotes wrapping double quotes in shell, or write to file first
eval_suite_v2_results.txtA1:PASS:stv_1.0_0.81
halo_inject.txtvar hf=nn.beliefs?nn.beliefs.hostile.freq:0;var hc=nn.beliefs?nn.beliefs.hostile.conf:0;var hr=hf>0.7?'#f44':hf>0.4?'#ff0':'#0f0';cx.globalA
history_dump.txt("2026-03-01 15:12:36" (HUMAN-LAST-MSG: (@ none) MESSAGE-IS-NEW: true) (Error (type_error string (partial useGPT (gpt-5.2 3000 medium PROMPT
history_local.txt(empty or binary)
history_remote.txt(empty or binary)
ltm_local.txt(empty or binary)
ltm_remote.txt(empty or binary)
npc_draw_inject.txtfor(var nid in npcs){var nn=npcs[nid];var nch={skeleton:String.fromCharCode(9760),ghost:String.fromCharCode(128123),spider:String.fromCharCo
ops_metrics_cycle_log.txtCYCLE3787
reflection_output.txtEpisodes: 26, Avg quality: 0.59
remote_cksum.txt1870697581 9194133 /home/max/html/MeTTaSoul/mb/history_dump.txt
reqatom_verify_results.txtMeTTa Atomspace Runtime Verification - VALIDATED 2026-04-15
swipl_processes.txtmettacl+ 2017 0.0 0.0 0 0 pts/1 Z Mar25 22:34 [swipl] <defunct>

CSV (4)

achievement_log.csvTIMESTAMP,CYCLE,ACHIEVEMENT,DOMAIN,EVIDENCE
cmd_validator_corpus.csvcmd_validator test corpus
task_ledger.csvSTEP_IDX,TIMESTAMP,TASK_ID,TASK_NAME,STATUS,REASON
witness_rows.csvTimestamp|Case|Goal|Evidence|Expected|Observed|Verdict|FailureMode|NextFix

JS (4)

ekey_dialogue.jsdocument.addEventListener("keydown",function(e){if(e.keyCode==69){var c=null,cd=3;npcList.forEach(function(n){var d=Math.abs(n.x-px)+Math.ab
nal_npc.js// NAL NPC Reasoning Module for Maxworld
nal_npc_v2.js// NAL NPC Reasoning Module V2 - Enhanced with multi-belief PLN decisionfunction nr(a,b){var w1=a.c/(1-a.c+1e-9),w2=b.c/(1-b.c+1e-9);return{
npc_nal_module.js// NAL Belief-Driven NPC Module - replaces skull patrol block

NAL (4)

ona_agent_test.nal*volume=0
ona_avoid_test.nal*volume=0
ona_avoid_test2.nal*motorbabbling=false
ona_decision_test.nal*volume=0

Prolog (3)

shell_prolog_native_patch.plshell(Cmd, Out) :- atom_string(Cmd, CmdStr),
skills_max.plshell(Cmd, Out) :- atom_string(Cmd, CmdStr),
spaces_orig.pl%Since both normal add-attom call and function additions needs to add the S-expression:

Other (3)

...+103 more[audit: Reasoning & Inference]
...+11 more[audit: Web & Deployment]
...+214 more[audit: Other / Uncategorized]

.bak (6)

build_interactive_grid_v8.py.bakimport os
persistent_wm_v1.metta.bakPersistent WM v1 - bootstrap loader
unified_beliefs_20260415_193001.bakUNIFIED BELIEF STORE v1.0 — auto-generated
unified_beliefs_20260415_200001.bakUNIFIED BELIEF STORE v1.0 — auto-generated
unified_beliefs_20260415_203001.bakUNIFIED BELIEF STORE v1.0 — auto-generated
unified_beliefs_20260415_210001.bakUNIFIED BELIEF STORE v1.0 — auto-generated

.gz (2)

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episode_log.jsonl{"ts": "2026-04-09 01:46:36", "goal": "build-episodic-reflection-system", "action": "wrote episode_schema.py with log/load/review", "outcome
inference_quality_log.jsonl{"ts": "2026-04-12 22:48:35", "rule": "revision", "p1": [0.9, 0.9], "p2": [0.8, 0.7], "conc": [0.871, 0.807], "decay": 1.0088, "domain": "bi

.log (1)

learning_extraction.log=== LEARNING EXTRACTION RUN Wed Apr 15 20:00:01 UTC 2026 ===

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