eltonaguiar

Semantic memory layer for long-term knowledge storage and retrieval across sessions. Use for /agentmemory remember, search, context, forget, status commands. Distinct from holographic memory (live cross-agent state) — agentmemory is a searchable knowledge base backed by BM25+vector hybrid search at localhost:3111.

Alias for /consult-ring261T. Consult Ring 2.6 1T (inclusionai/ring-2.6-1t) on OpenRouter. Use when user says "/ask-ring261T" or "ask ring".

Use when tracing how a pick on findtorontoevents.ca/audit got there — what source emitted it, which gates it passed or was rejected by, why it is or is not in Smart Picks / High Conviction / Money Ready, or why a class shows the win-rate it does. Also for "which DB tables matter", per-asset-class pick-funnel case studies, and onboarding someone to the audit pipeline.

Use when user asks to check GitHub Actions for failing jobs, chronic cancellations, or jobs without a subsequent successful run. Also for CI/CD health audits, rerunning failed workflows, or monitoring workflow reliability. Aliases - checkGHA, gha_health, github_actions_health, gh_actions, check_actions, fixjob, github_actions, actions_health

Get a second opinion from OpenAI Codex via its headless CLI. Use when the user says "/consult-codex", "ask codex", "codex second opinion", or wants an outside model's take on a question, plan, or code.

Get a second opinion from Cursor Agent via its headless CLI (the `agent` command). Use when the user says "/consult-cursor-agent", "ask cursor-agent", "cursor-agent second opinion", or wants an outside model's take on a question, plan, or code.

Get a second opinion from Google Gemini via its headless CLI. Use when the user says "/consult-gemini", "ask gemini", "gemini second opinion", or wants an outside model's take on a question, plan, or code.

Get a second opinion from xAI Grok via its headless CLI (`grok -p`). Use when the user says "/consult-grok", "ask grok", "grok second opinion", or wants an outside model's take on a question, plan, or code.

The June-2026 EDITION of the money-ready program — executes the self-correcting MASTER LOOP (docs/MONEY_READY_MASTER_LOOP_2026-06.md) that converges toward 2-3 profitable asset classes even from 0/9. Use when the user says "/money-maker-ready-June112026edition", "run the master loop", "weekly money-ready cycle", or at the monthly edition review. Inherits data sources + hard rules from /money-maker-ready and /money-maker-readyv2. Aliases - mmr-june2026, master-loop, money-loop.

The July-2026 EDITION of the money-ready program. SUPERSEDES money-maker-ready-June112026edition. The June edition's structural bet (converge to 2-3 profitable asset classes by mining the crypto ledger) was EXHAUSTED and found no net-of-cost alpha; the ONE structural change this edition makes is to REORIENT the primary money-making track from crypto-ledger directional-edge-mining (measurement-broken, dead) to ETF TACTICAL ASSET ALLOCATION (the one validated find), while treating the crypto ledger as fix-before-mine. Use when the user says "/money-maker-ready-July112026edition", "run the master loop", "weekly money-ready cycle", or at the monthly edition review. Inherits data sources + hard rules from /money-maker-ready and /money-maker-readyv2. Aliases - mmr-july2026, master-loop, money-loop.

The June-2026 EDITION of the money-ready program — executes the self-correcting MASTER LOOP (docs/MONEY_READY_MASTER_LOOP_2026-06.md) that converges toward 2-3 profitable asset classes even from 0/9. Use when the user says "/money-maker-ready-June112026edition", "run the master loop", "weekly money-ready cycle", or at the monthly edition review. Inherits data sources + hard rules from /money-maker-ready and /money-maker-readyv2. Aliases - mmr-june2026, master-loop, money-loop.

Use when investigating the /audit dashboard for hidden edges, debugging why no per-asset-class picks are profitable, checking picks-now.html forward-tested performance, ai-tournament.html model leaderboard staleness, portfolio_history.html staleness, ai_leaderboard.html missing models, pick_funnel.html accuracy, research_index.html coverage, and "high-conviction" / "smart picks" / "best score" / "proven only" filter logic. Also for "why is the forward WR only 21%?" and "which filter combination surfaces a real edge?"

One-shot second opinions / parallel drafting via the LOCAL AI fleet — vLLM (:8000 Qwen2.5-14B), Ollama (:11434, 23 models incl. llama3.3:70b + deepseek-r1:32b), LiteLLM proxy (:4000, 15 cloud groups). Use when the user says "/consult-local", "ask the local fleet", "local second opinion", or when a quick sanity-check/draft shouldn't burn cloud quota. Zero-key, low-latency.

Look up database schema, table structure, or connection details for any of the 9 MySQL databases (ejaguiar1_stocks, ejaguiar1_backtests, ejaguiar1_sportsbet, ejaguiar1_favcreators, ejaguiar1_events, ejaguiar1_memecoin, ejaguiar1_tvmoviestrailers, ejaguiar1_news, ejaguiar1_deals). Triggers — `/db-schema`, "what tables are in X db", "schema for table Y", "how is the DB structured", "where is the schema", "DB connection details", "regenerate schema doc". Aliases — dbschema, db-schema, schema-lookup, db-lookup.

Ultimate statistical edge audit per asset class. Produces proven, real-money-grade filters for CRYPTO/EQUITY/COMMODITY/ETF/FOREX/BOND so that a quant or hedge fund manager would find the edge trustworthy. Extends money-maker-ready v1.1 with stronger success criteria, autonomous execution rules, and a weekly filter output. Use when the user says "/money-maker-readyv2", "prove the edge", "real money filters", or "ultimate statistical edge". Aliases - money-maker-readyv2, ultimate-edge, prove-edge.

Use when user wants to audit findtorontoevents.ca/audit (+ /audit/hyrotrader, ejaguiar1_stocks, ejaguiar1_backtests) for production-grade real-money readiness. Per-asset-class statistical-edge hunt with cross-source correlation, external-data integration suggestions, dashboard UI/filter audit, and ranked Best-Possible-Action recommendations. Triggers — `/money-maker-ready`, "is /audit ready for real money?", "find edge per asset class", "money maker audit", "edge hunt", "what's our best statistical edge?", "should we go live with X asset class?". Aliases — mmready, money-maker, edge-hunt, real-money-audit, edge-by-class.

Diagnoses and fixes findtorontoevents.ca / Toronto events site when events do not load, React does not run, or chunks fail. Uses project Fix docs (FIX_SUMMARY.md, INDEX_BROKEN_FIX.md, etc.). Use when the user reports events not loading, SyntaxError in a2ac3a6616d60872.js, ModSecurity blocking JS, index.html broken, no filters, skeleton only, or asks to fix Toronto events.