Autonomous Claude System

Synoptic — generated from Nextcloud/Brain/System/SYSTEM_MODEL.md

Autonomous Flow — SOURCE MODEL MISSING
⚠️ Brain/System/SYSTEM_MODEL.md no longer exists (page was last generated 2026-06-25). The intent layer below is EMPTY until the model doc is restored or re-pointed — the measured reality layer at the bottom is live. This banner is itself a documentation-reality-gap specimen.

The One Root

Root failure mode (shared by all components)

Governing Principle

Robustness Primitive

Components

How to Use This Model

Reality Layer — measured usage, not claims

LIVE 2 · WARM 1 · DORMANT 3 · NEVER 88 of 94 registered skills. Measured from typed/injected invocation markers only (Skill-tool calls not yet counted — an underestimate; see skill_usage_backfill.py). A skill documented above but NEVER/DORMANT here is a documentation-reality gap.

Per-skill usage table (94 rows)
StatusSkillTotal30dLast used
LIVEdecide188792026-07-11
LIVEproactive_thought133162026-07-12
WARMfuture_prompt39392026-06-29
DORMANTauthorize2802026-06-14
DORMANTfree_context1802026-06-07
DORMANTtriple_predict1802026-06-08
NEVER_archive00
NEVERab_setup00
NEVERbank_transactions00
NEVERbottle00
NEVERbrainstorm00
NEVERbrainstorm_b00
NEVERbreak00
NEVERbrowser_playwright00
NEVERbuild_prompt00
NEVERcascade00
NEVERcleanup_workers00
NEVERcode_quality00
NEVERcontextual_hints00
NEVERdb_fallback00
NEVERdelegate00
NEVERdexcom_data_quality00
NEVERdiagnose00
NEVERdictate00
NEVERdispatch00
NEVERdistill00
NEVERdocx00
NEVERdouble_check00
NEVERemail-assistant00
NEVERemail-master00
NEVERemail-services00
NEVERevaluate00
NEVERfind_session00
NEVERfinder00
NEVERfirst_run_check00
NEVERfleet_digest00
NEVERgithub_commits00
NEVERhaiku_classify00
NEVERhandover00
NEVERhandover_wait00
NEVERhandover_wait_append00
NEVERhealth_glucose00
NEVERhelpful_tools00
NEVERhooks-guide00
NEVERimprove00
NEVERinfrastructure00
NEVERlondon00
NEVERmandatory_test00
NEVERmcp-delegation00
NEVERmedical_dashboard_expansion00
NEVERmessage00
NEVERnew_page_to_dashboard00
NEVERnew_topic00
NEVERoptimize00
NEVERpdf00
NEVERpeer_check00
NEVERplugin_finder00
NEVERport_conflict_checker00
NEVERpre_reboot00
NEVERprint00
NEVERprompt_architecture00
NEVERprompt_improve00
NEVERpython_server_reload00
NEVERqueue00
NEVERread_session00
NEVERreply_to_sender00
NEVERrequest_review00
NEVERresearch_solution00
NEVERresearch_tools_optimization00
NEVERreset00
NEVERrestart00
NEVERscrapers_amazon00
NEVERscraping_knowledge00
NEVERscraping_patterns00
NEVERsession-analyst00
NEVERsession_audit00
NEVERsession_distill00
NEVERsession_view00
NEVERskill-creator00
NEVERstart_claude00
NEVERterminals00
NEVERtest_url00
NEVERtool_improve00
NEVERtriple_check00
NEVERtriple_check_b00
NEVERtroubleshooting00
NEVERupdate_prompt00
NEVERupdate_topic00
NEVERvalidate_work00
NEVERverify00
NEVERverify_prior_art00
NEVERweb_light00
NEVERwrap_up00
NEVERxlsx00

Documentation ↔ Reality Gap

Two directions of drift: skills that are registered but going unused, and slash-commands that are invoked but not registered in the skills table (may be CLI builtins, or a real registry gap).

Documented but DORMANT/NEVER (91 of 94)
SkillStatusLast used
_archiveNEVER
ab_setupNEVER
authorizeDORMANT2026-06-14
bank_transactionsNEVER
bottleNEVER
brainstormNEVER
brainstorm_bNEVER
breakNEVER
browser_playwrightNEVER
build_promptNEVER
cascadeNEVER
cleanup_workersNEVER
code_qualityNEVER
contextual_hintsNEVER
db_fallbackNEVER
delegateNEVER
dexcom_data_qualityNEVER
diagnoseNEVER
dictateNEVER
dispatchNEVER
distillNEVER
docxNEVER
double_checkNEVER
email-assistantNEVER
email-masterNEVER
email-servicesNEVER
evaluateNEVER
find_sessionNEVER
finderNEVER
first_run_checkNEVER
fleet_digestNEVER
free_contextDORMANT2026-06-07
github_commitsNEVER
haiku_classifyNEVER
handoverNEVER
handover_waitNEVER
handover_wait_appendNEVER
health_glucoseNEVER
helpful_toolsNEVER
hooks-guideNEVER
improveNEVER
infrastructureNEVER
londonNEVER
mandatory_testNEVER
mcp-delegationNEVER
medical_dashboard_expansionNEVER
messageNEVER
new_page_to_dashboardNEVER
new_topicNEVER
optimizeNEVER
pdfNEVER
peer_checkNEVER
plugin_finderNEVER
port_conflict_checkerNEVER
pre_rebootNEVER
printNEVER
prompt_architectureNEVER
prompt_improveNEVER
python_server_reloadNEVER
queueNEVER
read_sessionNEVER
reply_to_senderNEVER
request_reviewNEVER
research_solutionNEVER
research_tools_optimizationNEVER
resetNEVER
restartNEVER
scrapers_amazonNEVER
scraping_knowledgeNEVER
scraping_patternsNEVER
session-analystNEVER
session_auditNEVER
session_distillNEVER
session_viewNEVER
skill-creatorNEVER
start_claudeNEVER
terminalsNEVER
test_urlNEVER
tool_improveNEVER
triple_checkNEVER
triple_check_bNEVER
triple_predictDORMANT2026-06-08
troubleshootingNEVER
update_promptNEVER
update_topicNEVER
validate_workNEVER
verifyNEVER
verify_prior_artNEVER
web_lightNEVER
wrap_upNEVER
xlsxNEVER
Invoked but not in skills table (9)
CommandInvocations
/chrome23
/compact3
/doctor18
/effort201
/goodbye_close37
/login183
/model129
/name2
/rate-limit-options21

Evolution Queue

What the system is trying to become — canonical store: evolution_backlog (Master_Claude.db). This section is a VIEW; items live only in the table.

#CreatedTitleCategoryStatus
92026-07-15Pinger/judge division of labor + protected-URL guardwiringproposed
82026-07-15Staging gate: check registered patch_sets for target-file collision before stagingwiringproposed
72026-07-14Transcript no-flush (2.1.208+) breaks the whole transcript-reading consumer classcapabilityproposed
62026-07-14skill_usage_backfill.py nightly scheduling + autonomous_flow auto-regenwiringproposed
52026-07-14Every data store names its consuming loop (no write-only ledgers)instrumentationproposed
42026-07-14Incident-class loop charters must include breaks-table RECALL+RECORDwiringproposed
32026-07-14Inject STUCK play via thrashing detector (gated on #5897 hook batch)wiringproposed
22026-07-14Anthropic changelog watcher dimension in daily calibration loopwiringproposed
12026-07-14Skill-usage second modality: count Skill-tool invocationsinstrumentationproposed
Generated from Nextcloud/Brain/System/SYSTEM_MODEL.md at 2026-07-16 10:47 UTC — live page
DO NOT hand-edit this file. Run generate_autonomous_flow.py to regenerate.