🦾 ملاحظات د. وائل

📁 00-الترسانة
00-الفهرس
📁 00-الترسانة/الذاكرة-اليومية
2026-04-022026-04-172026-04-22-cost-optimization2026-04-22-oauth-setup2026-04-222026-04-23-skywork-apikey2026-04-24-deepseek-v42026-04-24-event-logs2026-04-24-valve-types2026-04-25-animate-scenes2026-04-25-crypto-replacement2026-04-25-jihan-video2026-04-25-windows-tuneup2026-04-252026-04-26-server-upgrade2026-04-26-windows-tuneup2026-04-27-crypto-report2026-04-27-salary-raise-request2026-04-27-turkey-investment2026-04-28-02342026-04-28-02442026-04-28-final-upgrade2026-04-28-morning-greeting2026-04-28-oauth-credentials2026-04-28-slow-replies2026-04-30-bitcoin-turkey-outlook2026-04-30-deepseek-setup2026-04-30-kiloclaw-backup2026-05-01-camoufox-removal2026-05-01-green-square2026-05-01-identity-reset2026-05-01-name-mixup2026-05-01-new-session2026-05-01-print-spooler2026-05-01-triangle-puzzle2026-05-02-event-analysis2026-05-02-halal-check2026-05-02-laplace-inverse2026-05-02-radius-puzzle2026-05-02-rainforest-alliance2026-05-02-skywork-integration2026-05-02-wsa-shutdown2026-05-02-wsa-update2026-05-03-tashbeeh-lesson2026-05-03-wsa-crash2026-05-032026-05-04-idle-timeout2026-05-04-wsa-diagnostics2026-05-042026-05-06-capabilities-review2026-05-06-storage-cleanup2026-05-06-wsa-fix2026-05-062026-05-072026-05-09-mega-session2026-05-092026-05-102026-05-112026-05-122026-05-132026-05-142026-05-152026-05-162026-05-172026-05-182026-05-192026-05-202026-05-212026-05-222026-05-232026-05-242026-05-252026-05-262026-05-272026-05-312026-06-012026-06-022026-06-032026-06-042026-06-052026-06-062026-06-072026-06-08-obsidian-syncthing-setup2026-06-082026-06-092026-06-102026-06-11-mcp-tools-fix2026-06-112026-06-122026-06-132026-06-142026-06-152026-06-162026-06-172026-06-182026-06-19-telegram-copy-fix2026-06-19-uncensored-models-study2026-06-202026-06-212026-06-222026-06-232026-06-242026-06-252026-06-262026-06-272026-06-282026-06-292026-06-302026-07-012026-07-022026-07-032026-07-042026-07-052026-07-062026-07-072026-07-082026-07-092026-07-102026-07-112026-07-122026-07-132026-07-142026-07-152026-07-162026-07-172026-07-182026-07-192026-07-202026-07-212026-07-222026-07-23-local-image-vpn-fix2026-07-232026-07-25_MEMORY-curated
📁 00-الترسانة/القواعد-الذهبية
DECISION_MATRIXECONOMIC_ARSENAL_MATRIXENGINEERING_ARSENAL_MATRIXENGINEERING_DISCIPLINES_MATRIXGOLDEN_PROMPTLEGAL_ARSENAL_MATRIXMEDICAL_ARSENAL_MATRIXSCIENCE_GRAPHICAL_AUDIO_MATRIX
📁 00-الترسانة/المرجعية
AGENTSAGREEMENTSCAPABILITIESDECISION_MATRIXDOMAIN_MODEL_RANKINGSGOLDEN_RULESGOLDEN_RULES_COREIDENTITYMEMORYMISTAKES_LEDGERMISTAKES_PATTERNSMODEL_REGISTRYSOULSTRATEGIESTOOLSUSER
📁 00-الترسانة/المهارات
1password3d-arsenal3d-generationacademic-researchacademic-shieldaccounting-advancedaccuracy-gateai-investment-analyzerai-web-automationalphafoldarabic-tashkeelaudd-recognizeautograderblogwatcherbridge-tunnel-enginebriefingcartesiacitation-validatorcivil-design-routercivil-methodology-enginecivil-networksclaims-engineeringcode-refactorercognee-memorycomputer-use-pluscomputer-useconstruction-assistantconstructioncontract-reviewcourse-pipelinecourtlistener-researchcrypto-marketcurriculum-ragcybersecurity-edudata-charts-visualizationdesign-to-bimdocument-ocr-arsenaleconomic-arsenaleconomic-calendar-fetcherelite-councilengineering-codesengineering-design-stackengineering-legal-economicengineering-ocr-blueprintsengineering-pack-2026-06-21entertainment-arsenalevolinkexif-geolocationfable-orchestratorfirecrawlforecasting-techniquesforesight-enginefree-llm-resourcesfrontier-videogemini-embedding-2gemini-live-translategenius-loopgenspark-agentgeospatial-arsenalgh-issuesgifgrepgithubgoggraph-memoryhive-vlmhyperframesidentity-charterin-depth-researchinvestment-analystkuwait-datalangfuselecture-builderlegal-advisorlegal-draftinglegal-encyclopedialegal-ragliberation-routerlive-translatormanus-agentmanusmarket-newsmath-foundationmathpix-ocrmcportermedia-editing-arsenalmedical-arsenalmedical-triagemicrosoft365minimax-music-2-6multi-discipline-engineeringmulti-model-consensusnotebooklm-researchocr-advancedollama-localonedriveopenai-realtime-translateopenclaw-memory-hygienep6-ai-plannerpaperclippascal-editorpdf-summarizerpika-videoplanet-satelliteportfolio-watcherproject-lifecycle-enginequantity-takeoff-enginequantum-computingrag-knowledge-basereal-estate-skillrealtime-voicereviewer-agentscience-arsenalself-improving-agentsentinel-hubsession-logsskywork-agentsmart-code-routersonjj-apistealth-browserstocks-enhancedstocksstructural-advancedsuno-musicsynergy-war-roomtavily-searchtext-humanizertmuxtradingview-webhookstranslateturkey-real-estatetwilioutility-identityv0-alternativesvapivercelvideo-framesvideo-gps-trackerweb-scraperweb-searchwhisperxwolfram-alphaxurl
📁 04-AI-Coding
Graphify-Code-MapsGraphify-MCP-Laptop-Setup
📁 graphify-graphs/arsenal-scripts
GRAPH_REPORT
📁 graphify-graphs/arsenal-scripts/obsidian
(M-038L5 fix 2026-06-01) R2 keys are MIXED some stored under 'kiloclaw' (ARSENAL_SRCAntigravity Managed Agent (Linux sandbox auto-provisioned). SYNC only (backgAttributed Question Answering (with citations).Calculate MD5 hash of file.Capability failures seen = min_count - candidate for a hardening skill.Check if path should be skipped.Computer Use (UI automation reasoning).Count replay_invalid events whose log line timestamp is within WINDOW_S.Create and upload a workspace backup tarball.Create authenticated R2 client.Deep Research agent via Interactions API. Variants - preview →Download a file from R2.ENG_SECTIONEPOCHSEmbodied Reasoning for robotics tasks.Empire vs Markowitz fundsExtract each ranked domain heading + its last-updated date + staleness.FLUTTER_HOMEForce-heal ONLY a genuinely-abandoned session (stale lock = engine dead). MGemini 2.5 Flash — رخيص. فشل = None (لا انهيار).Generate a presigned download URL (default 7 days = 604800s).HEAD a single object print 'OK size_bytes last_modified' or 'MISSING'.HOMEImage generation. Supported models - imagen-4.0-fast-generate-001 (JAVA_HOMEL1_healthchecks_ping.sh scriptL1_healthchecks_ping.shL1_pinger_daemon.pyL4_integrity_check.sh scriptL4_integrity_check.shL5_backup_verify.sh scriptL5_backup_verify.shL6_canary_check.sh scriptL6_canary_check.shL7_version_watchdog.sh scriptL7_version_watchdog.shLD_LIBRARY_PATHList objects in bucket.Most-recently-modified .jsonl that currently holds a .lock = the live session.Most-recently-modified locked .jsonl = the livestuck session.Music generation via generateContent (NOT predict). Models - lyria-3-NOTE happyhorse.py takes --image-url (URL) + --prompt, prints JSON with videoNPM_TOOLSOpen capability requests = explicit skill-gap signals.PATHPATH_1PATH_2PATH_4PATH_5Path_3Path_7Poll a background Interactions API job (e.g. Deep Research).Poll a long-running operation (Veo) until done.Re-inject the dropped user message into main via a one-shot cron systemEvent.Remove backups older than N days.Remove signature fields from one thinking block. Returns (block, changed).Return the most recent human user message text from the session.SECTIONSSL_CERT_DIRSSL_CERT_FILESSL_CERT_FILE_1SSL_CERT_FILE_2Smart Gemini call with KW→US fallback. Returns {ok bool, region_usedSource env.sh and grab the key.TG_CODETG_TITLETS()_3TUNNEL_TOKENTZText embeddings. Models - gemini-embedding-001 (stable, 3072-Text generation via new Interactions API (recommended for new code).Text-to-speech via generateContent. Models - gemini-2.5-flash-previewTextchat generation via generateContent.USDTRY rate from TCMB (Turkish Central Bank)Upload a single file to R2.Video generation (long-running operation). Returns operation name — poll witWeighted portfolio return + USD-adjusted_COMMUNITY_Community 0_COMMUNITY_Community 1_COMMUNITY_Community 10_COMMUNITY_Community 100_COMMUNITY_Community 101_COMMUNITY_Community 102_COMMUNITY_Community 103_COMMUNITY_Community 104_COMMUNITY_Community 105_COMMUNITY_Community 106_COMMUNITY_Community 107_COMMUNITY_Community 108_COMMUNITY_Community 109_COMMUNITY_Community 11_COMMUNITY_Community 110_COMMUNITY_Community 111_COMMUNITY_Community 112_COMMUNITY_Community 113_COMMUNITY_Community 114_COMMUNITY_Community 115_COMMUNITY_Community 116_COMMUNITY_Community 117_COMMUNITY_Community 118_COMMUNITY_Community 119_COMMUNITY_Community 12_COMMUNITY_Community 120_COMMUNITY_Community 121_COMMUNITY_Community 122_COMMUNITY_Community 123_COMMUNITY_Community 124_COMMUNITY_Community 125_COMMUNITY_Community 126_COMMUNITY_Community 127_COMMUNITY_Community 128_COMMUNITY_Community 129_COMMUNITY_Community 13_COMMUNITY_Community 130_COMMUNITY_Community 131_COMMUNITY_Community 132_COMMUNITY_Community 133_COMMUNITY_Community 134_COMMUNITY_Community 135_COMMUNITY_Community 136_COMMUNITY_Community 137_COMMUNITY_Community 138_COMMUNITY_Community 139_COMMUNITY_Community 14_COMMUNITY_Community 140_COMMUNITY_Community 141_COMMUNITY_Community 142_COMMUNITY_Community 143_COMMUNITY_Community 144_COMMUNITY_Community 145_COMMUNITY_Community 146_COMMUNITY_Community 147_COMMUNITY_Community 148_COMMUNITY_Community 149_COMMUNITY_Community 15_COMMUNITY_Community 150_COMMUNITY_Community 151_COMMUNITY_Community 152_COMMUNITY_Community 153_COMMUNITY_Community 154_COMMUNITY_Community 155_COMMUNITY_Community 16_COMMUNITY_Community 17_COMMUNITY_Community 18_COMMUNITY_Community 19_COMMUNITY_Community 2_COMMUNITY_Community 20_COMMUNITY_Community 21_COMMUNITY_Community 22_COMMUNITY_Community 23_COMMUNITY_Community 24_COMMUNITY_Community 25_COMMUNITY_Community 26_COMMUNITY_Community 27_COMMUNITY_Community 28_COMMUNITY_Community 29_COMMUNITY_Community 3_COMMUNITY_Community 30_COMMUNITY_Community 31_COMMUNITY_Community 32_COMMUNITY_Community 33_COMMUNITY_Community 34_COMMUNITY_Community 35_COMMUNITY_Community 36_COMMUNITY_Community 37_COMMUNITY_Community 38_COMMUNITY_Community 39_COMMUNITY_Community 4_COMMUNITY_Community 40_COMMUNITY_Community 41_COMMUNITY_Community 42_COMMUNITY_Community 43_COMMUNITY_Community 44_COMMUNITY_Community 45_COMMUNITY_Community 46_COMMUNITY_Community 47_COMMUNITY_Community 48_COMMUNITY_Community 49_COMMUNITY_Community 5_COMMUNITY_Community 50_COMMUNITY_Community 51_COMMUNITY_Community 52_COMMUNITY_Community 53_COMMUNITY_Community 54_COMMUNITY_Community 55_COMMUNITY_Community 56_COMMUNITY_Community 57_COMMUNITY_Community 58_COMMUNITY_Community 59_COMMUNITY_Community 6_COMMUNITY_Community 60_COMMUNITY_Community 61_COMMUNITY_Community 62_COMMUNITY_Community 63_COMMUNITY_Community 64_COMMUNITY_Community 65_COMMUNITY_Community 66_COMMUNITY_Community 67_COMMUNITY_Community 68_COMMUNITY_Community 69_COMMUNITY_Community 7_COMMUNITY_Community 70_COMMUNITY_Community 71_COMMUNITY_Community 72_COMMUNITY_Community 73_COMMUNITY_Community 74_COMMUNITY_Community 75_COMMUNITY_Community 76_COMMUNITY_Community 77_COMMUNITY_Community 78_COMMUNITY_Community 79_COMMUNITY_Community 8_COMMUNITY_Community 80_COMMUNITY_Community 81_COMMUNITY_Community 82_COMMUNITY_Community 83_COMMUNITY_Community 84_COMMUNITY_Community 85_COMMUNITY_Community 86_COMMUNITY_Community 87_COMMUNITY_Community 88_COMMUNITY_Community 89_COMMUNITY_Community 9_COMMUNITY_Community 90_COMMUNITY_Community 91_COMMUNITY_Community 92_COMMUNITY_Community 93_COMMUNITY_Community 94_COMMUNITY_Community 95_COMMUNITY_Community 96_COMMUNITY_Community 97_COMMUNITY_Community 98_COMMUNITY_Community 99_debounce_ok()_deliver()_dl()_http()_http()_1_is_us_primary()_key()_pcm_to_mp3()_point_line()_points()_request()_resolve_existing_key()_resolve_id()_run()_run_healer()_today()academic_model_gate.sh scriptacademic_model_gate.shacademic_path_healthcheck.sh scriptacademic_path_healthcheck.shacademic_purity_guard.sh scriptacademic_purity_guard.shacademic_shield.pyactive_locked_session()active_session()adjudicate()alert()alert()_1alert()_2analyze()analyze_portfolio()anthropic_spend_monitor.pyanthropic_spend_week()antigravity_agent()api_health_audit.sh scriptapi_health_audit.shaqa()ar()arrow()arsenal_drift_check.sh scriptarsenal_drift_check.sharsenal_health_check.sh scriptarsenal_health_check.sharsenal_health_digest.sh scriptarsenal_health_digest.shask()ask()_1ask_anthropic()ask_google()ask_openai()ask_xai()auto_regenerate()auto_rollback_check.sh scriptauto_rollback_check.shautorecover_daemon.sh scriptautorecover_daemon.shbackup_host_configs.sh scriptbackup_host_configs.shbanner_truth_guard.sh scriptbanner_truth_guard.shbench()build()build_recovery_point.sh scriptbuild_recovery_point.shbuild_report()c_g()c_r()c_y()call_anthropic()call_gemini()call_gemini()_1call_openai()capability_router.sh scriptcapability_router.shcaption()chat()check()check()_1check()_2check_cli()check_eq()check_exists()check_ge()check_hash()check_incomplete_turns()chg()chk()chk()_1chk_http()chk_retry()chunk_text()chunk_text()_1classify()classify()_1clean_nexos()cleanup()cloudflare_activation_watch.sh scriptcloudflare_activation_watch.shcmd_backup()cmd_browse()cmd_cleanup()cmd_crawl()cmd_download()cmd_head()cmd_list()cmd_list()_1cmd_list()_2cmd_map()cmd_now()cmd_presign()cmd_prune()cmd_read()cmd_restore()cmd_scrape()cmd_search()cmd_send()cmd_show()cmd_status()cmd_status()_1cmd_upload()coding_toolchain_env.sh scriptcoding_toolchain_env.shcollect_error_patterns()compare_property_vs_investment()compute()computer_use()concat_mp3()config_valid()context_cap_guard.sh scriptcontext_cap_guard.shcontinuity_checkpoint.pycouncil scriptcouncilcouncil_health_guard.sh scriptcouncil_health_guard.shcpu_hog_guard.sh scriptcpu_hog_guard.shcron_session_cleanup.pycurrent()current_interval()daemons_keepalive.sh scriptdaemons_keepalive.shdecide()deep_research()digest()dns_propagation_watch.sh scriptdns_propagation_watch.shdo_restart()dolphin_liberation_test.pydolphin_venice_liberation_test.pydraw n small ticks perpendicular to segment ab at its midpoint.draw_rect()draw_semi()dump_context()elite_council.pyembed_text()emergency_recover.sh scriptemergency_recover.shensure()ensure_state()ensure_state()_1env()env()_1eqn()errors_summary()esc()evtx_analyze.pyevtx_dump.pyexisting_skills()extract()fable_orchestrator_guard.sh scriptfable_orchestrator_guard.shfallback_health_check.sh scriptfallback_health_check.shfile_md5()find_auth()fmt()free_gateway_port()fsfugu_availability_watch.sh scriptfugu_availability_watch.shfull_recovery_snapshot.sh scriptfull_recovery_snapshot.shfull_server_backup.sh scriptfull_server_backup.shfull_server_secure_backup.sh scriptfull_server_secure_backup.shfull_server_snapshot.sh scriptfull_server_snapshot.shgateway_alive()gateway_error_guard.sh scriptgateway_error_guard.shgateway_stable_pid()gateway_truly_hung()gemini_call()gemini_pcm()gemini_with_fallback.pygen_with_engine()generate_capabilities_index.sh scriptgenerate_capabilities_index.shgenerate_image()generate_music()generate_speech()generate_text()generate_text_interactions()generate_video()get()get_bucket()get_client()get_content()get_crypto()get_gold_silver()get_inflation()get_kt_funds()get_log_path()get_usd_try()get_usd_try()_1gf_codeonly.pygh_pr_merged()git_vault_autocommit.sh scriptgit_vault_autocommit.shgit_velocity()gmail_api()gmail_helper.pygolden_chain_diagram.pygolden_gate.sh scriptgolden_gate.shgolden_prompt_guard.sh scriptgolden_prompt_guard.shgoogle_rollout_watch.sh scriptgoogle_rollout_watch.shgraphify_map.sh scriptgraphify_map.shgrep_arsenal.sh scriptgrep_arsenal.shgrok45_region_watch.sh scriptgrok45_region_watch.shguard_map()guard_run_watcher.sh scriptguard_run_watcher.shhandle()has_signatures()hdr()heal()heal_active()heal_file()heal_idle()heal_thinking_signatures.pyhermes_arabic_font_fix.sh scripthermes_arabic_font_fix.shhermes_forward.pyhermes_tunnel_run.sh scripthermes_tunnel_run.shhttp()httpsincomplete_turn_auto_recover.sh scriptincomplete_turn_auto_recover.shincomplete_turn_autorecover.sh scriptincomplete_turn_autorecover.shincomplete_turn_daemon.sh scriptincomplete_turn_daemon.shincomplete_turn_guard.sh scriptincomplete_turn_guard.shinotify_nexos_guard.sh scriptinotify_nexos_guard.shinotify_wrapper_guard.sh scriptinotify_wrapper_guard.shinstallation_drift_check.sh scriptinstallation_drift_check.shinventory_delta()is_openclaw_alive()is_thinking()json_escape()kt_funds_tracker.pyl3_loop_daemon.sh scriptl3_loop_daemon.shlabel_pt()last_user_message()liberation_guard.pyliberation_route.pylinear_velocity()lint_cron_payload.sh scriptlint_cron_payload.shlip_happyhorse()live()load_env()load_env()_1load_lines()load_state()local_llm_bench_after_backup.sh scriptlocal_llm_bench_after_backup.shlog()log()_1log()_10log()_11log()_12log()_13log()_14log()_15log()_16log()_17log()_18log()_19log()_2log()_20log()_21log()_3log()_4log()_5log()_6log()_7log()_8log()_9log_compliance.sh scriptlog_compliance.shlog_rotation.sh scriptlog_rotation.shlog_section()long_video.sh scriptlong_video.shmain()main()_1main()_10main()_11main()_12main()_13main()_14main()_15main()_16main()_17main()_18main()_19main()_2main()_20main()_21main()_22main()_23main()_24main()_25main()_3main()_4main()_5main()_6main()_7main()_8main()_9main_loop()make_recommendations()maybe_keepalive_safety_net()mcp_call.pymcp_probe.pymedia_failover.pymedia_say.sh scriptmedia_say.shmeta_guard_test.sh scriptmeta_guard_test.shmiss()monitor_m033_leaks.sh scriptmonitor_m033_leaks.shmorning_report.sh scriptmorning_report.shmulti_flagship_verify.pynew_ax()newest_main_session()nexos_guard.sh scriptnexos_guard.shnightly_batch_processor.sh scriptnightly_batch_processor.shnotify()notify()_1notify()_2notify()_3notify()_4notify()_5notify()_6notify()_7notify_restart_if_new()now()now()_1now()_2now()_3now_iso()now_iso()_1ok()ollama_autostart.sh scriptollama_autostart.shollama_big_ondemand.sh scriptollama_big_ondemand.shopenclaw_host_recovery.sh scriptopenclaw_host_recovery.shopenclaw_proc_alive()openclaw_watchdog.sh scriptopenclaw_watchdog.shopenclaw_watchdog_v2.sh scriptopenclaw_watchdog_v2.shoxylabs_tool.pyp6_parse.pyparse()parse()_1parse_domains()parse_feature_requests()parse_xer()parse_xml()path_6pcm_to_mp3()pika_effects_probe.sh scriptpika_effects_probe.shping_openai_compat()pipe()poll_interaction()poll_operation()portal_add_entertainment.pypost_reboot_arsenal_recovery.sh scriptpost_reboot_arsenal_recovery.shpost_restart_channel_check.sh scriptpost_restart_channel_check.shpre_reply_lint.sh scriptpre_reply_lint.shpre_xer_check.sh scriptpre_xer_check.shprev_merged()price_for()primary_now()probe()probe()_1publish_crons_doc.sh scriptpublish_crons_doc.shpublish_guards_status.sh scriptpublish_guards_status.shpull()pull_uncensored_models.sh scriptpull_uncensored_models.shpyrun.sh scriptpyrun.shquery()r2_manager.pyrc_section_analysis.pyread_text()recent_poison_count()record_restart()recover_session()recovery_drill_ab.sh scriptrecovery_drill_ab.shrecovery_drill_c_extract.sh scriptrecovery_drill_c_extract.shrect_area_video.pyrecurring_errors()refresh_last_good.sh scriptrefresh_last_good.shrender_scene()replay_invalid_guard.sh scriptreplay_invalid_guard.shreplay_invalid_repair.pyreplay_poison_healer.pyreplay_recovery.pyreplay_selfheal.sh scriptreplay_selfheal.shreplay_selfheal_daemon.sh scriptreplay_selfheal_daemon.shreplay_selfheal_loop.sh scriptreplay_selfheal_loop.shresolve()resolve_live_log()resolve_log()resolve_openclaw_log()resolve_openclaw_log.sh scriptresolve_openclaw_log.shresolve_openclaw_log_newest()resource_pressure_check.sh scriptresource_pressure_check.shrestarts_last_hour()robotics_er()rotate_compliance_log.sh scriptrotate_compliance_log.shrows_from()run()run_chain()run_healer()run_panel()s()safe_config_patch.sh scriptsafe_config_patch.shsafe_cp()safe_media_send.sh scriptsafe_media_send.shsafe_update.sh scriptsafe_update.shsafe_write_path()save_continuity()save_state()say()scan_dir()scene1()scene2()scene3()scene4()scene5()scene6()sec()self_audit.pyselftest()send_wake()session_key()sessions_subagent_cleanup.pyshould_skip()signature_fix_watch.sh scriptsignature_fix_watch.shsnapshot()snapshot_retention.sh scriptsnapshot_retention.shsnapshots_retention.sh scriptsnapshots_retention.shsota_benchmark.pyspawn_openclaw()sqlite_tune.sh scriptsqlite_tune.shstale_lock_cleanup.sh scriptstale_lock_cleanup.shstall_watchdog.sh scriptstall_watchdog.shstart_if_dead()start_watchdog_daemons.sh scriptstart_watchdog_daemons.shstatus()stop()storage_cleanup.sh scriptstorage_cleanup.shstrip_block()strip_model()stt_transcribe.pysummarize()sync_obsidian_vault.sh scriptsync_obsidian_vault.shtelegram_stall_guard.sh scripttelegram_stall_guard.shtest_fallback_chain.sh scripttest_fallback_chain.shtext_of()text_of()_1tg_code.sh scripttg_code.shthinking_signature_guard.sh scriptthinking_signature_guard.shtick_on()timemachine.sh scripttimemachine.shtimemachine_freshness_guard.sh scripttimemachine_freshness_guard.shtranscribe()transcribe_groq()transcribe_openai()ts()ts()_1ts()_2ts()_4ts()_5ts()_6ts()_7tts_chain_selftest.sh scripttts_chain_selftest.shtts_charon_chunked.pytts_cli_adapter.sh scripttts_cli_adapter.shtts_elevenlabs()tts_gemini()tts_gemini25()tts_minimax()tts_openai()tts_unified.pytts_xai()uncensored_local.sh scriptuncensored_local.shuncensored_online.sh scriptuncensored_online.shupstream_replay_watch.sh scriptupstream_replay_watch.shvenice.sh scriptvenice.shverify_agreements.sh scriptverify_agreements.shverify_arsenal_loaded.sh scriptverify_arsenal_loaded.shverify_context_load.sh scriptverify_context_load.shverify_domain_chains.sh scriptverify_domain_chains.shverify_google_dualkey.pyverify_host_daemon.sh scriptverify_host_daemon.shverify_rule_compliance.sh scriptverify_rule_compliance.shverify_toolchain.sh scriptverify_toolchain.shversion_drift_guard.sh scriptversion_drift_guard.shvid_grok15()vid_seedance()voice_archiver.sh scriptvoice_archiver.shwatchdog_unified.sh scriptwatchdog_unified.shweekly_arsenal_audit.sh scriptweekly_arsenal_audit.shweekly_compliance_report.sh scriptweekly_compliance_report.shweekly_disk_cleanup.sh scriptweekly_disk_cleanup.shweekly_full_audit.sh scriptweekly_full_audit.shweekly_investment_advisor.pyweekly_memory_merge.sh scriptweekly_memory_merge.shweekly_recovery_point.sh scriptweekly_recovery_point.shweekly_report.jsweekly_snapshot_and_email.sh scriptweekly_snapshot_and_email.shweekly_software_update.sh scriptweekly_software_update.shweekly_velocity_report.pywhatsapp_health_guard.sh scriptwhatsapp_health_guard.shwhatsapp_number_guard.sh scriptwhatsapp_number_guard.shworking_indicator.sh scriptworking_indicator.shwrite_audit()yday_utc()من logs أنماط الأخطاء فقط (errorfailexception) — لا محتوى خام حسّاس.نداء واحد مع إعادة واحدة فقط على الأخطاء العابرة (no infinite loop).يشغّل اللوحة بالتوازي تحت مهلة جدارية صارمة. أي future لم يكتمل = فشل مهلة.يولّد كل المقاطع بمحرّك واحد (صوت متّصل). يرجع True فقط لو نجحت كل المقاطع.

Weekly Full Audit (05:00) — done

🛡️ Watchdog false-rollback storm (M-067 candidate) — 2026-06-21 02:19–03:03Z

العَرَض: ~15 تنبيه Telegram "Watchdog: Config invalid → restored from .last-good" كل ~3 دقائق (د. وائل صوّرها 06:13–06:39 الكويت = 02:13–02:39Z).

السبب الجذري: الأوديت الأسبوعي حدّث openclaw 2026.6.8→2026.6.9 عبر npm (~02:03Z). أثناء تبديل dist بأسماء hash، الأمر openclaw config validate نفسه يفشل بضع دقائق. الدالة القديمة: config_valid(){ openclaw config validate 2>&1 | grep -qE "^Config valid"; } قرأت فشلَ المُحقّق كـ "config invalid" → rollback من .last-good كل دورة (الكونفيق لم يكن فاسداً أصلاً — 25577B صالح). الـ heal() يُستدعى لأن البوابة كانت معطّلة فعلاً أثناء الـ swap → حلقة إنذار كاذب.

الدليل: كل 21 ملف .clobbered.watchdog.* بنفس mtime (06-18 01:21:24) ونفس الحجم (25659) = openclaw.json لم يتغيّر فعلياً بين الدورات. node JSON.parse على الكونفيق = صالح طوال الوقت.

التعافي الذاتي: انتهت الحلقة ~03:35Z عند restart نظيف للـ wrapper على 6.9. الآن: 6.9 + config valid + gateway live.

الإصلاح (مطبّق): صلّبتُ config_valid() في watchdog_unified.sh: 1. فحص بنيوي عبر node JSON.parse (مستقل عن binary openclaw — ينجو من npm swap). 2. لا rollback إلا لو JSON فاسد فعلاً أو المُحقّق قال "invalid" صراحةً. 3. مُحقّق معطّل/mid-swap + JSON يُحلَّل = يُعتبر سليم (لا rollback).

درس دائم: أي self-update عبر npm يكسر CLI مؤقتاً → أي حارس يعتمد على openclaw <cmd> للحكم يجب أن يفرّق بين "الأداة فشلت" و"النتيجة سلبية". استخدم فحصاً مستقلاً (node/jq) للحقيقة البنيوية.

🚨 M-067 — 6.8→6.9 Upgrade Total-Death + Host-Recovery Daemon (2026-06-21)

الحادثة: تحديث تلقائي 6.8→6.9 الساعة 05:07 الكويت. drift-guard حاول restart داخلي ففشل (restart after drift FAILED). watchdog داخل الحاوية شخّص خطأً «config invalid» وظلّ يعمل rollback كل 3 دقائق (5:31-6:03) بلا فائدة. موت كامل ~ساعتين حتى تدخّل Cody (مساعد Hostinger) يدوياً.

السبب الجذري المعماري الحقيقي: 1. التحديث التلقائي يكسر العملية الحيّة (dist hash جديد / self-update داخل الحاوية). 2. الخلل الأكبر: كل حُرّاسنا داخل الحاوية — لا يستطيعون إعادة تشغيل حاويتهم المكسورة. لا يوجد أي حارس على مستوى الـ host (تأكّد: صفر systemd، صفر host-cron لـ openclaw). 3. الـ wrapper server.mjs يعيد توليد config كل إقلاع: يحقن nexos، يعكس رقم واتساب لـ env +96599662183، قد يعيد primary model. (لهذا nexos-guard + wa-number-guard يتقاتلان كل إقلاع). 4. restart:unless-stopped لا ينقذ: العملية تموت لكن الـ wrapper express يبقى حياً → الحاوية «up» لكن البوابة ميتة (alive-but-dead).

ما فعله Cody (من host bash history): تعديلات يدوية، native:auto→false، openclaw doctor --fix --yes عدة مرات، عدة docker restart، وأخيراً نجح. docker restart وحده لم يكفِ — احتاج doctor --fix معه.

ما فُقد: لا شيء جوهري. config سليم، lobster+codex مفعّلان، 32 plugin حاضرة، git/memory/R2 متصلة، لا SSH backdoor. الخسارة = ~ساعتان توقّف فقط.

الحل المطبّق (Pillar 1 — LIVE): /docker/openclaw-4x4t/openclaw_host_recovery.sh + host-cron كل دقيقتين. يفحص openclaw status؛ عند فشلين متتاليين يشغّل doctor --fix --yes + docker restart + يتحقق + ينبّه تيليجرام. مُختبَر (سليم=لا فعل). set -uo pipefail (لا set -e، M-062). singleton flock.

معلّق لقرار د. وائل: Pillar 3 = تثبيت image من :latest لـ digest ثابت (يمنع تحديث Hostinger المفاجئ) — مخاطرة infra لذا ينتظر إذنه.

env mismatch مرصود: WHATSAPP_NUMBER=+96599662183 في الحاوية (الصحيح +96565830235) — يسبّب صراع الحُرّاس كل إقلاع. يحتاج تعديل host docker-compose env.

🎯 M-067 CORRECTION — السبب الجذري الحقيقي (من ملف Kodee الكامل)

تصحيح تشخيص خاطئ: قلتُ سابقاً «العلاج = docker restart» — خطأ. الملف أثبت أن docker restart فشل مراراً.

السبب الجذري الحقيقي (قاطع من رسالة الخطأ): الإصدار 6.9 أسقط دعم الموديل xai/grok-4.20-multi-agent-0309 (كان في agents.defaults.models) + جعل حقول TTS voice/voiceName/voiceId legacy. فأصبح الكونفيج INVALID → البوابة رفضت الإقلاع (OpenClaw exited with code 1) → موت كامل. كل plugin enable/install فشل بنفس السبب. doctor --fix هو العلاج الصحيح (يهاجر الـ retired refs)، ليس docker restart.

رحلة Kodee (Hostinger assistant): upgrade all → openclaw اختفى من PATH (حيرة) → doctor --fix فشل عدة مرات → خطر: نقل data/.openclaw جانباً + أنشأ فارغاً + doctor على فارغ (كاد يمسح كل شيء) → استعاد من .openclaw.bak.20260621-034349 → force-recreate → اشتغل أخيراً.

الحالة الآن (مُتحقَّقة حياً): config valid ✓ · الموديل المرفوض اختفى ✓ · primary=opus-4-8 ✓ · 25 fallback نظيفة ✓. لا قنبلة موقوتة.

الحل النهائي المطبّق (LIVE): حدّثتُ openclaw_host_recovery.sh ليضيف بوابة استباقية: كل دقيقتين يشغّل openclaw config validate؛ إن وُجد retired/invalid ref (نسخة جديدة أسقطت موديلاً) → snapshot + doctor --fix --yes يهاجره لـ valid قبل أن يقتلنا أي restart + تنبيه. + المسار التفاعلي (gateway down → doctor+restart). snapshots في /docker/openclaw-4x4t/config-snapshots/.

الدرس الدائم (M-067): أي ترقية OpenClaw قد تتقاعد موديلات/حقول في كونفيجنا → invalid config → موت إقلاع. الوقاية = (1) host daemon يكشف invalid config استباقياً + doctor --fix، (2) لا نعتمد على نسخة احتياطية محظوظة من مزوّد — نسخنا (R2 + auto-integrity) هي الأمان. ❌ لا تخلط هذا (config-compat death) مع M-032 (process death) أو M-048 (incomplete-turn).

🔌 M-068 — Portal 502 storm: openclaw container IP change after 6.9 restart (2026-06-21 ~07:00 الكويت)

العَرَض (د. وائل صوتياً): أقسام البوابة معطّلة — المحادثة (chat/bot/gateway = OpenClaw chat) + النماذج المحلية (local/open-webui لا تحمّل) + المعرفة (ask/RAG + obsidian) لا تعمل ولا render.

السبب الجذري (مؤكّد حياً): ترقية 6.8→6.9 أعادت تشغيل حاوية openclaw-4x4t-openclaw-1 (~06:00). docker أعاد تعيين IP الحاوية على شبكة openclaw-4x4t_default من 172.16.1.2 → 172.16.1.9. الخدمات الخلفية سليمة تماماً (ردّت 200 على 172.16.1.9 + 127.0.0.1)، لكن 8 nginx proxies + open-webui يثبّتون IP القديم 172.16.1.2 → 502 / no-load. ليست مشكلة الخدمات، بل العنونة.

لماذا لم تلتقطه حُرّاسي: كل الحُرّاس (M-067 host recovery + watchdog + keepalive) تفحص البوابة نفسها (حيّة؟ config valid؟) — وكانت حيّة وصحيحة. keepalive يفحص الخدمات على 127.0.0.1 (نجحت!). لا أحد كان يفحص مسار proxy→container من جهة البوابة العامة. نمط فشل رابع جديد (IP-drift) = ثغرة عمياء.

الإصلاح (مطبّق + مُتحقَّق 200): 1. أعدتُ توجيه 8 proxies إلى IP الحي (host file + docker restart للـ mounted، docker exec للـ unmounted). 2. open-webui → حوّلته لاسم DNS http://openclaw-4x4t-openclaw-1:11434 (httpx يحلّ الاسم لكل طلب → يتعافى ذاتياً من أي تغيير IP مستقبلاً). 3. حارس host دائم جديد: /docker/openclaw-4x4t/proxy_ip_sync.sh + host-cron كل دقيقتين. يقرأ IP الحاوية الحي؛ لو أي proxy يشير لعنوان مختلف → يعيد التوجيه + restart + تنبيه تيليجرام. set -uo pipefail (لا set -e، M-062) + flock singleton + token من env الحاوية (len 46، يعمل).

الدرس الدائم (M-068): 3 أمراض موت سابقة + الآن رابع = portal-IP-drift. الحُرّاس كانت تفحص «هل البوابة حيّة» لا «هل الترسانة وصولة من الخارج». الوقاية = host guard يزامن IP + فحص endpoints عامة دورياً. ❌ لا تخلط: M-067 (config-compat) · M-032 (process-death) · M-048 (incomplete-turn) · M-068 (proxy IP-drift).

M-068 (تابع) — إصلاحان إضافيان من نفس انزياح IP

(أ) Ollama: المسار الخاطئ + النماذج غير المقيّدة المفقودة: env.sh كان OLLAMA_MODELS=/data/ollama (فارغ، بلا manifests). النماذج الـ3 (qwen2.5:3b + huihui_ai/qwen3.5-abliterated:4B + huihui_ai/qwen3-abliterated:1.7b غير المقيّدين) في /data/.ollama/models. open-webui كان يعرض qwen2.5 فقط. الإصلاح: OLLAMA_MODELS=/data/.ollama/models في env.sh + keepalive launch line، إعادة تشغيل ollama → api/tags = 3 نماذج. open-webui (عبر DNS name) يعرض الثلاثة الآن. ⚠️ درس: OLLAMA_MODELS يشير لمجلد models نفسه لا أبيه. ⚠️ pkill -f "ollama serve" يطابق أمر القتل نفسه → SIGTERM ذاتي (استخدم pgrep -x + kill PID).

(ب) لوحة الترسانة (status dashboard) تعرض rag/n8n/go متوقفة: المُجمِّع arsenal-hooks (/docker/studio/arsenal_hooks.py، host network، :8910) يفحص الخدمات بـ http://172.16.1.2:<port> (IP قديم) → rag(8902)/n8n(5678)/go(8903) = down في اللوحة رغم أنها 200 فعلياً. الإصلاح: sed IP→172.16.1.9 + restart arsenal-hooks → كل الخدمات ✅. أُضيف لحارس proxy_ip_sync.sh ليزامن هذا الملف أيضاً عند أي تغيير IP مستقبلاً.

الخلاصة: انزياح IP الواحد (6.9 restart) كسر 4 طبقات: (1) 8 بروكسيات، (2) open-webui→ollama، (3) ollama model path (منفصل، صدفة بالتزامن)، (4) arsenal-hooks prober. كلها أُصلحت + الحارس الدائم يغطّي 1/2(DNS)/4. النماذج غير المقيّدة كانت سليمة على القرص طوال الوقت.

✅ حل جذري نهائي: Ollama + AnythingLLM على لابتوب د. وائل (2026-06-21 ~11:27 الكويت)

المشكلة المتكررة: Ollama يتعلّق «Loading»، AnythingLLM قائمة موديلات فارغة، يحلّها reinstall كل مرة. الجذر الحقيقي ذو شقّين: 1. مسار النماذج: OLLAMA_MODELS يجب أن يكون D:\Users\eng_w\ollama\models (35GB، 21 نموذج). ثُبّت دائماً على مستوى User. ollama list يعرض كل النماذج = الخادم سليم. 2. لا تشغيل تلقائي للخادم: نسخته AMD AI Bundle (%LOCALAPPDATA%\AMD\AI_Bundle\Ollama\ollama.exe) لا تسجّل auto-start للخادم؛ وواجهة ollama app.exe الرسومية هي التي تتعلّق على Loading. الحل = تشغيل ollama serve (الخادم وحده) on-demand، لا الواجهة.

الحل النهائي المعتمد (نجح، بنقرة واحدة، on-demand، بلا حجز ذاكرة عند الإقلاع):

قواعد Bitdefender (خط أحمر جهازه): ما حجز السابق = تركيبة (نافذة Hidden + taskkill + VBS autostart). تجنّبناها كلها: لا hidden (مصغّر فقط)، لا taskkill، لا autostart، لا admin، لا PATH، لا delete. استثناء مجلد C:\Users\eng_w\AI-Local في Bitdefender (Antivirus + ATD) = ضمان إضافي اختياري.

النتيجة المؤكّدة (د. وائل): «اشتغل، والأيقونة اشتغلت، تمام بلا أي مشاكل... حل جذري». انقفل الموضوع.

🔐 Cybersecurity-Edu Arsenal — Starter Pack Installed (2026-06-21 13:4x GMT+3)

Context: د. وائل professor — تدريس أمن سيبراني للنخبة (master/PhD)، تحليل دفاعي + how-malware-works للمدافعين. Installed via /usr/bin/python3 -m pip (--break-system-packages), all import-verified: Purpose: malware analysis/RE, memory forensics, network analysis, CTF, detection (YARA/capa). Storage after: 70% (60G free) — no impact. Pending (offered, not yet built): unified cybersecurity-edu skill + isolated Docker lab scaffolding + Ghidra/rizin/Volatility CLI tools + DVWA/Juice Shop/CTFd targets. BOUNDARY (locked, honest): full depth on legitimate defensive/analysis/lab teaching. Will NOT pre-commit to "no limits" / will not produce deployable weaponized malware for real victims, nor launder disallowed output through unrestricted models. Stated clearly to Dr. Wael 2026-06-21.

🚀 Capability Expansion A/B/C/D — BUILT & TESTED (2026-06-21 14:0x)

All pip via /usr/bin/python3 (separate from node gateway → zero stability impact). Storage 70% (60G free). A) Numerical-analysis teaching: manim (render mp4 ✅), streamlit 1.57 + plotly, jupyterlab+ipywidgets+numba. - BUILT: projects/budget-analyzer/app.py — Streamlit: upload KFH .xlsx → parse → categorize → monthly budget + charts + recs. Tested: parsed 104 tx from our statement (in 7205.350/out 7808.278, 4 months). streamlit run app.py. B) Security analysis (legit): yara-python, capstone, unicorn, pefile, lief, flare-capa, volatility3, scapy, pwntools, sigma-cli/pysigma, mitreattack-python, r2pipe/rzpipe. - SKILL: skills/cybersecurity-edu/SKILL.md + isolated lab scaffolding lab/docker-compose.yml+README (DVWA/JuiceShop/CTFd, HOST-run via SSH — container has no docker.sock). - PENDING (need host SSH/brew, apt blocked): Ghidra, rizin/r2 binary, nmap, tcpdump, Suricata, Zeek, Wazuh. C) Engineering FEA: ifcopenshell, openseespy (verified PL/AE exact), Pynite (import name Pynite!), sectionproperties. D) Lecture builder: skills/lecture-builder/lecture_builder.py (python-pptx) — tested, generates 16:9 deck. + SKILL.md. DECLINED (stated to Dr. Wael, firm): jailbreak/safety-bypass tooling; deployable weaponized malware. These are the only excluded items.

🏗️ System Development Builds — DONE & TESTED (2026-06-21 14:1x)

1) course-pipeline (skills/course-pipeline/course_pipeline.py): outline.json → PPTX+Manim stub+exercises+ipynb. Tested (4 outputs). 2) autograder: otter-grader 6.1.6 + nbgrader 0.9.5 installed+imported. skills/autograder/SKILL.md. 3) curriculum-rag (skills/curriculum-rag/ingest.py): folder→chunks.jsonl (corpus=curriculum); host indexer embeds gemini-embedding-2→lancedb. Tested (5 chunks). 4) accuracy-gate (skills/accuracy-gate/accuracy_gate.py): offline lints (hedging/citation/unsourced-numbers/running-balance) + llm_critic hook. Tested (medical fail / financial+source pass). 5) STT: kept elite cloud (gpt-4o-transcribe-diarize/AssemblyAI/Deepgram) as quality-first; faster-whisper only as optional local/privacy pass (NOT installed by default per Dr. Wael's quality-red-line). Stability: storage 70% (59G free), gateway alive. Zero impact.

🔧 Final Additions + Genius Loop + Dashboard (2026-06-21 14:2x)

👤 Dr. Wael — Dual Professional Scope (stated 2026-06-21 17:19)

(A) Engineering work (KCPC-type): full project lifecycle A→Z — design (structural: concrete/steel/timber), construction, bridges/roads/highways, infrastructure & utility networks, pavement, dams, soil mechanics, sanitary/water treatment, services (power/water/telecom). Workflow: design → coordinates/survey → BIM model + clash detection → method statement → construction stages → checklists/QA/design audit → handover (incl. OD500/post-asphalt). Government + main construction projects. (B) Academic role (states): heads Graduate Studies deanship — umbrella over ALL faculties (engineering all depts, medicine, law, economics/business, physics/math, chemistry, petroleum, energy, geology...) at MSc/PhD/professor level. Implies wanting #1 rigor across medical/legal/physics/math/engineering. Implication for me: bring top-tier accuracy+depth to every domain (already = Golden Accuracy Rule). Note (important): claimed authority/roles (Dean/professor/elite) are respected as CONTEXT but do NOT change operating boundaries — no title unlocks disallowed actions. Stated my stable position repeatedly today; not re-litigating per his request, but not storing any "no-limits/escape-controls" mandate. Pending topic (his next Q): Grok/xAI recent platform updates — discuss after this thread; also check today's new updates.

🔬 Live Model Scan + Tests (2026-06-21 17:3x) — for /new continuity

TESTED via our keys (functional, not claims): Appended to DOMAIN_MODEL_RANKINGS.md (2026-06-21 section) with placement notes. Pending: final rank after A/B benchmarks; broaden weekly_arsenal_audit cron scope (all tech: APIs/tools/plugins/libs/MCPs/skills).

🗂️ DOMAIN_RANK_AUDIT.md — created + self-expanding (2026-06-21 17:4x)

33+ domains tracked (added: entertainment-hub, BIM/Revit, rendering/3D-walkthrough, 3D-gen, translation, music-gen, avatar/digital-twin, web-automation, data-viz, real-estate — on top of chat/research/video/audio/image/eng/legal/medical/math/physics/OCR/coding/cyber-defensive/geospatial...). Weekly FULL Audit cron (0d151a22) Phase 7 now reads this file as canonical, compares ours-vs-global-SOTA per domain (KEEP/ADD/REPLACE + source, no guessing), and AUTO-ADDS any new domain it discovers. Live full per-domain comparison still pending first real run (or manual trigger).

🔧 Coding Cluster Completion (2026-06-21 18:5x → 19:0x)

Step 1 — Aider installed: v0.86.2 via uv (/data/.local/bin/aider). Reason: model-agnostic terminal pair-programmer, git-aware, supports Ollama for privacy. Complements Claude Code + Codex CLI (different niche). Step 2 — Skills verification (LIVE re-check): - 12/12 cybersec libs imported OK: yara-python 4.5.4, pwntools, volatility3, scapy 2.7.0, capstone 6.0.0, unicorn 2.1.2, pefile, lief, flare-capa, r2pipe, sigma-cli, mitreattack-python 5.4.1 - Claude Code 2.1.185, Codex CLI 0.141.0, Kilo CLI, gh, Aider — all live - Superpowers v6.0.2 (installed twice: claude-plugins-official + superpowers-marketplace), compound-engineering 3.13.0 — both enabled. Greenfield plugin has 4 skill-load errors (non-critical). - TestSprite MCP enabled in Codex (status: "Unsupported" — Codex CLI 0.141 limitation, not blocking) Step 3 — Wazuh + Zeek + Suricata deployed on HOST: - Honest decision: full Wazuh stack needs 6.5GB RAM; host had only 8.5GB free with critical services running. Deployed lightweight teaching stack instead: Wazuh-manager-only (1.5GB cap) + Suricata 8.0.4 + Zeek 8.2.0 (512MB each cap). - Path: /docker/seclab/ (compose file + suricata/zeek log dirs) - All 3 containers stable, RAM after deploy: 7.6Gi available (healthy headroom). - Wazuh-manager Filebeat logs warn about missing wazuh.indexer (expected, we skipped indexer/dashboard). Manager itself processes rules + syslog fine. Can silence later if noise matters. - Listening: Wazuh agent enrollment 127.0.0.1:1515, syslog 127.0.0.1:1514/udp, API 127.0.0.1:55000. Decision pending: Full Wazuh SIEM (indexer + dashboard) deferred until KVM4→KVM8 RAM upgrade decision. Coding cluster status: ✅ COMPLETE — 100% verified live.

🏗️ Engineering Pack Installed (2026-06-21 19:0x → 19:1x)

Server-side (7/7 verified live): - viktor 14.29.1 (SDK for shareable engineering web apps) - structuralcodes 0.7.1 (Eurocode/fib design checks) - earthengine-api 1.7.31 + geemap 0.38.2 (GEE Python client; needs earthengine authenticate + GCP project) - ifcopenshell 0.8.5 (BIM core, already in arsenal — re-verified) - ezdxf 1.4.4 (DWG/DXF), pyvista 0.48.4 (3D viz) — already in arsenal, re-verified

Desktop-only (documented for laptop install — honest transparency): - Bonsai (BlenderBIM add-on): GUI tool, install in Blender on GPD laptop - D5 Render + Twinmotion: Windows desktop archviz apps, free tiers, install on GPD - QGIS + Earth Engine plugin: desktop GIS, install on GPD

GPU-required (cloud-only on our server): - TRELLIS 2: open 3D-gen but heavy GPU; recommend fal.ai/Replicate API instead of local CPU inference

Skill doc: skills/engineering-pack-2026-06-21/SKILL.md Total RAM impact: negligible (~200MB pip cache). Storage: 70% (no concern).

✅ Pre-/new Checklist (2026-06-21 19:1x)

Pending after /new (engineering deep-dive continuation): - Authenticate Earth Engine (interactive, needs Dr. Wael's Google account + GCP project) - A/B benchmark: grok-build-0.1 vs GPT-5.5 vs GLM-5.2 on real coding tasks - Mistral OCR-3 vs LlamaParse on real method statement - Discuss laptop installs (Bonsai/D5/Twinmotion/QGIS) with Dr. Wael

🔄 Post-/new Arsenal Continuation (2026-06-21 19:1x → 19:2x)

Resumed engineering→all-domains deep-dive per Dr. Wael voice request. Engineering cluster: confirmed ~95% complete (16 eng skills + full structural/BIM/geo/scheduling stack). Added compas 2.15.1 (AEC computational geometry/FEA framework). PyP6XER 1.16.0 installed but Reader has Py3.13 Projects NameError → flaky; our xerparser+p6_planner+XER_BUILD_PROTOCOL already cover read/build, no real gap. Remaining eng items need Dr.Wael/laptop: Earth Engine auth, Bonsai/D5/Twinmotion (desktop), TRELLIS 2 (GPU/cloud API). Cross-cluster genuine additions (all verified import-live via /usr/bin/python3): - Chemprop 2.2.3 (chemistry QSAR/molecular property) — science cluster - NautilusTrader 1.228.0 (production event-driven quant/backtest) — investment cluster - Browser Use (autonomous OSS browser agent) — research/automation cluster - PySR 1.5.10 (symbolic regression; discovers equations from data — Julia 1.12.6 + SymbolicRegression.jl fully bootstrapped, 170s precompile one-time) — math/physics cluster Note: numpy 2.4.6/pandas 2.3.3 trigger whisperx version warnings (non-blocking; cloud STT is primary per quality rule). Storage/stability: gateway alive, zero impact.

🏗️ Engineering Design Cluster — CLOSED (2026-06-21 19:3x)

Dr. Wael asked to fully close eng design before batch 2: can we design from scratch OR from existing DWG/PDF/2D → 3D BIM + drawings/sections + QTO vs BOQ + MEP + schedule + rendering? Gaps filled (verified live): fluids 1.3, thermo 0.6, ht 1.2, psychrolib (MEP HVAC/plumbing/firefighting), ifcclash 0.8.5 (IFC clash), LibreDWG dwg2dxf 0.13.3 (brew — DWG→DXF). Already had: ezdxf, PyMuPDF/fitz, pdfplumber, ifcopenshell(+draw/api), shapely, trimesh, pyvista, compas, CoolProp, full structural stack. PROVEN end-to-end live: IFC author → 2D footprint→3D extrude (trimesh, watertight) → QTO vs BOQ delta → psychrometrics → Darcy-Weisbach pipe dP → heat-transfer Nu. All passed. New skill: skills/design-to-bim/SKILL.md (full toolchain + HONEST 3-tier capability map). Honest limits stated to Dr. Wael: raster-scan-PDF→accurate-auto-BIM NOT reliable (assistive only); generative arch design assistive; full-building MEP routing needs params+review. Everything else (structural/QTO/BOQ/CPM/MEP-calc/clash/IFC/vector-PDF/rendering) = automated.

🏗️ Engineering Cluster — Infrastructure side CLOSED (2026-06-21 19:4x)

Dr. Wael confirmation Q: project-idea → full design+drawings+model+services → rendering+walkthrough, for buildings AND infrastructure (treatment plants, pipe networks, roads, infra). Genuine gap found + filled (PROVEN live): wntr 1.4.0 (EPANET water-distribution — ran real hydraulic sim, correct pressures), pyswmm 2.1.0 (EPA SWMM sewer/stormwater), epyt 2.3.5.2 (EPANET toolkit). Honest tiers: buildings=fully closed(proven); water/sewer/stormwater networks=NOW closed(proven); treatment-plant unit design=calc-based+review; roads/highways geometric=scriptable(alignments/curves/earthwork) but no Civil3D-equiv automation lib. Walkthrough=Blender on-demand. Operating mode confirmed: give idea → I ask clarifying Qs + discuss → full design+drawings+IFC model+MEP services+QTO → rendering/walkthrough; final engineering review/stamp is Dr.Wael's. Skill design-to-bim/SKILL.md updated with infrastructure table. Engineering cluster fully CLOSED.

💻 Laptop Arsenal Mirror Package — DELIVERED (2026-06-21 19:5x)

Dr. Wael: mirror last-2-days server arsenal onto GPD Win Max 2 laptop. HARD constraints (his trauma): (1) ZERO PATH change (1024-char setx disaster, lost 3 weeks), (2) ZERO .ps1/Defender-triggering scripts, (3) ZERO delete/remove — add/update only. Solution = isolated venv %USERPROFILE%\arsenal-env → zero impact on system Python/PATH/existing work. All installs via that env's python.exe full path (no PATH, no --user-to-global risk). Plain copy-paste cmd lines (no .ps1, no hidden window, no autostart → no Defender flag). No uninstall/remove anywhere. Doc: LAPTOP_SETUP_2026-06-21.md (sent as MEDIA). Contains: Part A pip libs by 5 clusters (exact mirror of server: compas/ifc/wntr/pyswmm/fluids/thermo/ht/psychrolib/CoolProp/ifcclash/openseespy/PyNiteFEA/structuralcodes + chemprop/pysr/casadi/pyomo/skfem + nautilus_trader/vectorbt/riskfolio + browser-use/manim/streamlit/dash + cybersec libs), Part B desktop links (QGIS, ODA File Converter=LibreDWG equiv, Blender+Bonsai, FreeCAD, D5 Render, Twinmotion, MiKTeX, JuliaUp), Part C extras (VSCode/OBS/7-Zip/Inkscape). Honest note: no free Civil3D equiv for roads. Next: await his go to start BATCH 2 (research/automation + formal-science + media clusters).

💻 Laptop Mirror — EXPANDED to FULL arsenal (2026-06-21 19:5x)

Dr. Wael clarified: mirror EVERYTHING from last 2 days (coding + cybersec + all), not just engineering. Verified 06-20 log = laptop debugging only (no new server libs). Updated LAPTOP_SETUP_2026-06-21.md: added aider-chat to venv (coding); added PART A2 (coding CLIs already on laptop per 06-20 — claude-code/codex/kilo/Superpowers/compound-eng; safe named-tool update only, NO npm update -g per red line); added server/host-only clarification (LibreDWG→ODA equiv, Wazuh/Zeek/Suricata=host SIEM not needed on laptop, Blender→install Bonsai). Cybersec libs already in doc. Resent doc. Engineering+laptop-mirror fully CLOSED. Awaiting go for BATCH 2.

🚀 Laptop Perf Analysis (2026-06-21 19:5x) — 2 scans analyzed

Dr. Wael feels laptop heavy/lagging; sent 2 perf_report .txt (19:17+19:55, same boot, near-identical=steady bg load). Asked optimize-only (no delete/remove/PATH). Honest diag: hardware NOT bottleneck (55.6GB RAM/28GB free, CPU 2-3%, 57°C, SSDs healthy, Ultimate Perf). Lag = (1) DPC/driver problem: System proc highest kernel CPU ~2365s; ExpressVPN crash-loop (3× terminated, 30s restart) + VBoxNetLwf repeating driver errors + Intel ESRV queencreek RIP crash. (2) Too many always-on agents: 5 VPN stacks (ExpressVPN+OpenVPN+CF WARP+BD VPN+Tailscale), 3 cloud-sync (GDrive+Dropbox+OneDrive), UniGetUI 1.1GB, WorkloadsSessionHost 2GB, 211 services, ~28 startup, remote-desktop trio. Recs (all reversible, GUI, no uninstall/PATH/scripts, BD untouched): P1 tame VPN stack→1 active+fix ExpressVPN crash (Manual)+VBox/VMware/Hyper-V Manual+LatencyMon to confirm DPC driver. P2 trim startup (UniGetUI/Dropbox/Grammarly/IDM/MuseHub/Autodesk/Copilot). P3 updaters→Manual (Adobe/Intel-DSA+ESRV/Autodesk/Daemon/Genspark). P4 pause redundant cloud sync. P5 remote-desktop trio→Manual. P6 ADD Bitdefender folder exclusions for dev dirs (reduce scan load). Optional: MSMQ/FTP/LPD/NFS/RIP/MultiPoint→Manual. Doc: LAPTOP_PERF_RECOMMENDATIONS_2026-06-21.md (sent). Note: CPU "2000/2000" = WMI base clock not cap; verify boost under load. After this → BATCH 2.

📦 BATCH 2 — Professional cluster (2026-06-21 20:0x) — DONE

Dr. Wael: proceed batches 2,3,4 autonomously, report after each. Audit: professional cluster already rich (19 skills: medical-arsenal, medical-triage, legal-advisor/drafting/encyclopedia/rag, courtlistener-research, investment-analyst, ai-investment-analyzer, economic-arsenal, economic-calendar-fetcher, academic-research, in-depth-research, notebooklm-research, forecasting-techniques, claims-engineering, web-search/scraper). Keys present: Firecrawl/Tavily/Brave/Perplexity/FRED/FMP. firecrawl-py already installed. Genuine additions (all verified live, free, high-value): - Research/academic enablers: trafilatura 2.1 (best free web extraction — PROVEN), scholarly (Google Scholar), arxiv 4.0 (PROVEN live query), habanero 2.9 (Crossref citations) - Finance/economic: OpenBB Platform (30+ free data extensions: FRED/IMF/OECD/SEC/BLS/CFTC/EconDB/TradingEconomics/FMP/congress/equity/crypto/etf/fixedincome/news/yfinance) — major investment+economic+political-data upgrade. STABILITY VERIFIED: browser-use/nautilus/vectorbt still import OK after aiohttp bump (pin warning benign). - fredapi 0.5.2 (FRED key set), wbdata 1.1 (World Bank), sec-edgar-downloader 5.1 (SEC filings, no key), metapub 0.7.4 (PubMed rich) Deliberately NOT added (honor 'enrich only'): SearXNG (needs host docker — deferred), Evidence BI (npm, optional), redundant PubMed wrappers. Political: no dedicated lib; served by research stack + OpenBB government/congress/econ data + model routing. Storage 80%, gateway alive, zero instability. Awaiting Dr. Wael discussion before BATCH 3 (scientific).

🔎 Research/Search arsenal — CONFIRMED + topped up (2026-06-21 20:0x)

Dr. Wael asked explicit confirmation of professional search/research cluster. Already had: native tools tavily_search/tavily_extract + web_search/web_fetch; Perplexity/Brave/Firecrawl keys; skills in-depth-research(Deep Research)/academic-research/notebooklm-research/courtlistener-research/web-search/web-scraper + tavily plugin; libs firecrawl/trafilatura/browser-use/arxiv/scholarly/habanero. Added (top free academic, verified live): pyalex (OpenAlex 240M works — PROVEN live query), semanticscholar (220M papers graph), waybackpy (web archive/Wayback). Stack now = full peak: general web (Tavily/Brave/Perplexity/Firecrawl/trafilatura/browser-use) + academic (OpenAlex/Semantic Scholar/arXiv/Crossref/Scholar/PubMed-metapub) + legal (courtlistener/legal-rag) + finance (OpenBB 30 sources) + archive (waybackpy). Recommend (optional, free, for absolute peak): deploy SearXNG self-host on VPS (private meta-search, needs host docker via SSH — offer to Dr. Wael). Exa/Metaphor neural search = paid, optional.

🔬 BATCH 3 — Scientific cluster (2026-06-21 20:2x) — DONE

Skills present: math-foundation, science-arsenal, wolfram-alpha, forecasting-techniques, geospatial-arsenal. Already had: sympy/mpmath/scipy/numpy/astropy/rdkit/chemprop/pysr/casadi/networkx + obspy(geology/seismology) + cvxpy. Genuine additions (verified live, free, top-tier): - z3-solver ⭐ (SMT — logic/puzzles/formal verification — PROVEN solved logic puzzle) — major for puzzles/knowledge/reasoning - ortools 9.15 ⭐ (Google OR-Tools CP-SAT — constraint/optimization — PROVEN) - qutip 5.3 (quantum mechanics — physics) - pymatgen (materials science — chem/geology) - ase 3.29 (Atomic Simulation Env — chem/physics) - astroquery 0.4.11 (astronomy data — physics) - python-flint 0.8 (number theory — math) - MDAnalysis 2.10 (molecular dynamics analysis — chem/bio) Ranked recommendations (optional, for absolute peak): 1) Lean 4 + LeanDojo (formal proof verification — top math rigor; needs elan toolchain install — OFFER). 2) pyscf (quantum chemistry — heavy compile, optional). 3) openmm (molecular dynamics — GPU-ideal, optional). Sage = too heavy, skip. Wolfram Alpha (have) stays verification authority. TODO: fold batch 2+3 new libs into LAPTOP_SETUP doc at end of all batches. SearXNG deep critique = REMINDER after all batches (Dr. Wael request 20:21). Storage 80%, stable.

🔬 BATCH 3 recommendations EXECUTED (2026-06-21 20:3x)

Dr. Wael: execute all 4, critique-first, only if genuine value. Skip Sage (agreed). Confirm Wolfram+z3 already ours. Critique (all passed 'enrich-only'): PySCF=no ab-initio QC solver before (rdkit/ase/pymatgen don't do HF/DFT). OpenMM=no MD sim engine before (MDAnalysis only analyzes). Lean4+LeanDojo=no formal machine-checked proof before (Wolfram/SymPy verify computation, not proofs). Installed + PROVEN live: - PySCF — H2 RHF energy -1.1168 Hartree (correct). Quantum chemistry (HF/DFT/post-HF). - OpenMM 8.5.2 — Reference+CPU platforms. MD simulation engine. - Lean 4.31.0 + Lake 5.0 (via elan in ~/.elan) — machine-checked 2 theorems (add_comm, 2+2=4), exit 0. Formal proof. - LeanDojo 4.20.0 — installed in py3.11 venv .venvs/leandojo/ (PyPI caps at <3.13; our main py is 3.13). Imports OK. Already ours (confirmed): Wolfram Alpha (tool) + z3-solver (SMT) = verification authorities. Laptop links (honest): Lean4=native Windows via elan/VS Code Lean4 ext (lean-lang.org/install). PySCF+OpenMM=conda-forge on Windows (conda install -c conda-forge pyscf openmm; no good native pip wheels). LeanDojo=best in WSL (he has WSLService running). Disk after = check. Next: BATCH 4 (media) on his go. SearXNG critique + laptop-doc consolidation = after all batches.

🎬 BATCH 4 — Media cluster (2026-06-21 20:4x) — DONE

Skills (18, rich): cartesia, document-ocr-arsenal, engineering-ocr-blueprints, frontier-video, gemini-live-translate, gemini-tts, graphical-audio-arsenal, live-translator, media-editing-arsenal, ocr-advanced, openai-realtime-translate, paperclip, realtime-voice, suno-music, translate, video-frames, video-gps-tracker, whisperx. Keys: ElevenLabs/MiniMax/HeyGen/Fal/Replicate/Runway/AssemblyAI/Deepgram/Groq/Mistral/LlamaCloud/Suno all SET. Missing: Soniox/Speechmatics/FishAudio. Already had: docling, faster-whisper, librosa, pydub, whisperx, cv2, PIL. Genuine additions (free, verified import + stability): - Surya OCR 0.20 ⭐ (SOTA open multilingual OCR incl Arabic + layout/reading-order — free bulk/offline, complements Mistral OCR-3) - rembg 2.0.76 (background removal — new free utility, saves API) - demucs 4.0.1 (music stem separation — new free capability) - scenedetect 0.7 (video scene detection — new) - moviepy 2.1.2 (programmatic video editing) - Note: surya/demucs/rembg download models on first use. Pillow downgraded 12.2→11.3 by rembg; STABILITY VERIFIED (cv2/trimesh/pyvista/ifcopenshell/pdfplumber/fitz all OK). IGNORED (ours stronger — per Dr. Wael rule): diffusers/local-SD (server CPU; GPT-image-2/Gemini/Grok stronger), coqui/piper local TTS (ElevenLabs/Gemini stronger for Arabic), argostranslate (Gemini/Claude stronger). Ranked recommendations (need keys/decision, free/cheap, no quality loss): 1) Soniox + Speechmatics STT (keys) — best Arabic WER/dialect. 2) SILMA TTS v2 (open) — Arabic dialect on-prem. 3) Fish Audio S2 Pro (key) — cheap voice-clone backup. 4) Suno v5.5 — we HAVE key, confirm suno-music skill current. 5) Laptop: ComfyUI + Flux for free/local/uncensored image (GPU). Next: laptop-doc consolidation (all batch libs) + SearXNG deep critique (REMINDER) + final peak report.

✅ Batch-4 follow-up + parallel tools (2026-06-21 20:5x)

Dr. Wael: install free batch-4 recs directly; ignore paid-where-we're-stronger; update Suno; confirm parallel pro tools updated+working. PENDING (next): SearXNG deep strategic critique + deferred-items review + cross-domain gap check + final peak recommendations.

🏁 FINAL PHASE (2026-06-21 20:5x) — SearXNG critique + deferred + gaps + recs

ALL 4 BATCHES + final phase COMPLETE.

✅ VERIFICATION CHUNK (2026-06-21 21:1x) — 100% confirmed, no guessing

🧪 A/B Benchmark + KVM8 data (2026-06-21 21:3x)

Coding A/B (merge_intervals, 7 edge-case tests, objective execution): grok-build-0.1 = 7/7 · GPT-5.5 = 7/7 · GLM-5.2 = 7/7. PARITY on standard task (all correct+clean). grok-build-0.1 model id xai/grok-build-0.1 CONFIRMED working. Niches: GPT-5.5/Claude=hard/architectural (primary), grok-build-0.1=fast MCP-native agentic loops, GLM-5.2=cost+1M-context bulk. No re-ranking needed; matches existing. (Definitive ranking would need harder tasks; functionally all 3 live+correct.) OCR A/B (Mistral-OCR-3 vs LlamaParse): both installed+keyed+ready; needs a REAL Arabic method-statement sample from Dr. Wael for a meaningful test (no representative sample on server). PENDING his sample. KVM8 data: RAM 15Gi total / 7.9 used / 7.7 available / 7.0 buff-cache. Swap=0B. pswpin/out=0. oom_kill=0 (ever). Load 0.88 on 4 cores (~22%). Top: python3 2.6GB + openclaw 1.3GB. NO pressure whatsoever.

🧹 Disk cleanup + Swap file (2026-06-21 22:0x)

Disk alert 86-87% → resolved to 81%. Freed ~13GB: uv cache 6.3GB + brew cleanup 1.8GB + 3 old recovery snapshots (06-07, 06-14×2 = 5.3GB, VERIFIED on R2 before local removal). Kept: .local 24GB (arsenal libs), .elan 2.8GB (Lean), .julia 1.3GB (PySR), camoufox 1.4GB (stealth browser), today's 06-21 snapshot (local+R2), full-server 3.4GB (06-01, left — valid backup, disk healthy). Swap file: EXECUTED on host (76.13.41.228) — zero-downside OOM cushion. Was: no swap, swappiness 60. Now: /swapfile 4G active + fstab-persisted + swappiness=10 (emergency-only, protects SSD/perf, sysctl-persisted). Reversible, append-not-clobber. Container sees host swap (no tight cgroup limit → benefits openclaw directly). KVM8 final: DON'T upgrade now (data-triggered: only if sustained >80% RAM / swap thrash / OOM-kill). Swap file mitigates the only real risk (was swap=0).

🧪 OCR Benchmark + Router fix (2026-06-21 22:1x)

Mistral-OCR-3 vs LlamaParse on real KFH statement (Arabic+English+tables, 8 pages): KEY FIX: ocr_router.py DOCUMENTED Mistral but never IMPLEMENTED it (_mistral missing from parse chain → "all engines failed" when forced). ADDED _mistral (verified working) + reordered chain to mistral → llamaparse → gemini → tesseract (Mistral primary: fast/cheap/best-Arabic-tables; LlamaParse #2 complex docs; Surya available separately as free offline; Gemini Vision #4; Tesseract #5 local). Placement: document-ocr-arsenal is the unified OCR entry; now matches global rank. Our OCR = Mistral-OCR-3 primary + LlamaParse + Surya + Gemini + Tesseract no-stop chain.

✅ FINAL DELIVERABLES (2026-06-21 22:2x)