trinity

Trinity Bridge manual — architecture, endpoints, commands, patterns for Perplexity-Railway-Mac-Claude Code channel. Reference for all AI agents.

Generate Zig or Verilog code from VIBEE specifications. Use when creating or updating .tri specs and regenerating code.

GOD MODE — Agent monitoring dashboard. Shows swarm status, task queue, pipeline compliance, circuit breakers, git activity, and rule violations.

Generate Zig or Verilog code from VIBEE specifications. Use when creating or updating .tri specs and regenerating code.

HEALER — diagnose, heal, commit dirty files, monitor junk & docs & duplicates, report honestly. Every loop = action + proof.

Agent swarm development dashboard — live Railway containers, issue queue, PR pipeline, JSONL events, pool utilization, and queue drain status. Use when checking agent dev tasks, spawning status, or monitoring issues #315-#319.

Trinity Arena 2.0 — LLM Battle Platform dashboard. Live leaderboard, battle history, scientific metrics, deploy to Railway.

HSLM training farm management — service status, evolution, leaderboard, recycle, inject configs, kill underperformers. Central dashboard for 152 Railway training workers across 8 accounts.

HSLM training analytics dashboard — live process status, checkpoint loss curve, model architecture, platform benchmarks, FPGA status, and scientific metrics. Use when checking training progress, loss convergence, or preparing paper-ready results.

Run FPGA synthesis pipeline from .tri spec to bitstream. Use when working with Verilog, FPGA, or hardware synthesis.

Run Trinity test suites and analyze results. Use for testing VSA, VM, Firebird, WASM, or full test suite.

Verify VSA (Vector Symbolic Architecture) mathematical proofs and operations. Use for math verification, bind/unbind/bundle testing, phi identity checks.

GitHub Project Board auto-sync — fill empty fields, sync labels with board status, audit field completeness. Keeps board as realtime source of truth.

Show Trinity Cloud Dev dashboard — containers, training farm, issues, PRs, costs. Use when checking agent swarm status, cloud containers, or CI/CD pipeline.

Run FPGA synthesis pipeline from .tri spec to bitstream. Use when working with Verilog, FPGA, or hardware synthesis.

Read a GitHub issue, create a branch, implement the solution, and open a PR. Use when given an issue number to implement.

Execute commands on Railway cloud server via SSH. Handles auth, connection, tmux sessions. Use for deploying, updating code, managing ORACLE dashboard remotely.

Review recent code changes for bugs, style issues, and improvements. Use after writing code or before committing.

Build the project, check for warnings, run all tests, and report results. Quick health check for the codebase.

Self-Evolving Research Agent — scans web for relevant tech, evaluates findings, proposes improvements. Uses Perplexity Sonar API via MCP.

Security monitoring daemon — checks for new secrets in commits, unsafe patterns in changed files, Docker/CI drift, and policy violations. Lightweight recurring scan for /loop usage.

Security vulnerability scanner — scans repo for hardcoded secrets, injection vectors, unsafe patterns, Docker/CI misconfigs, and policy violations. Use when checking security posture or before releases.

Live system dashboard — 12-dimension ouroboros score, verdict v3, agents, build health, recommendations

Technology dependency tree — shows issue DAG, prereqs, critical path, blocked/ready tasks. Single source of truth for work order.

TRI status dashboard — agent thought mode by default, /tri full for visual dashboard

Run Trinity test suites and analyze results. Use for testing VSA, VM, Firebird, WASM, or full test suite.

Autonomous UX improvement waves — launch 4 parallel agents per wave, audit every 5 waves, commit fixes. For Queen UI chat & network polish.

Verify VSA (Vector Symbolic Architecture) mathematical proofs and operations. Use for math verification, bind/unbind/bundle testing, phi identity checks.

Farm wave management — create Railway accounts, spawn workers, deploy configs, track wave progress. Use for scaling training farm.