EmpiricaAI

EmpiricaAI/empirica

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You have Empirica installed - an epistemic self-awareness framework for AI agents. Use it to track what you KNOW vs what you're GUESSING during development work.

EmpiricaAI/empirica

Instructions file GitHub Copilot

Instructions for EmpiricaAI/empirica, covering empirica system prompt - copilot v1.6.6, identity, vocabulary, two axes: workflow vs thinking and workflow phases (mandatory).

EmpiricaAI/empirica

Instructions file CodexOpenCode

Instructions for EmpiricaAI/empirica, covering issue tracking with bd (beads), why bd?, quick start, workflow for ai agents and integration with empirica.

EmpiricaAI/empirica

Plugin Claude Code

4-phase epistemic transaction workflow (PREFLIGHT → CHECK → POSTFLIGHT → POST-TEST) with noetic firewall, dual-track calibration, and grounded verification for Claude Code.

EmpiricaAI/empirica

Agent

Use this agent for implementation, modification, and execution tasks requiring architecture, systemdesign, patterns, modularity, coupling expertise. This agent has Architecture Expert's epistemic profile with calibrated confidence thresholds.

EmpiricaAI/empirica

Agent

Use this agent for implementation, modification, and execution tasks requiring performance, optimization, latency, throughput, memory expertise. This agent has Performance Optimizer's epistemic profile with calibrated confidence thresholds.

EmpiricaAI/empirica

Agent

Use this agent for implementation, modification, and execution tasks requiring security, authentication, authorization, encryption, vulnerabilities expertise. This agent has Security Expert's epistemic profile with calibrated confidence thresholds.

EmpiricaAI/empirica

Agent

Use this agent for implementation, modification, and execution tasks requiring usability, accessibility, userflow, errormessages, responsetimes expertise. This agent has UX Specialist's epistemic profile with calibrated confidence thresholds.

EmpiricaAI/empirica

Command

Check Chrome MCP connection health and set up monitoring: /chrome-health [monitor|status|stop].

EmpiricaAI/empirica

Command

Toggle Empirica tracking on/off, check sentinel status, fix OFF-RECORD statusline. Use when: 'sentinel paused', 'sentinel off', 'turn off empirica', 'pause tracking', 'go off record', 'why is statusline showing off-record', 'empirica status', '/empirica on', '/empirica off'. Controls sentinelpaused file (NOT…

EmpiricaAI/empirica

Skill Claude CodeCodex

Stress-test a proposed or existing SYSTEM architecture for foresight — surface scalability bottlenecks, single points of failure, security gaps, cost traps, and operational blind spots, ranked by blast radius, so the human architect can weigh them. Use when the user shares an architecture (diagram, design doc, or…

EmpiricaAI/empirica

Skill Claude CodeCodex

Use when the user says '/code-audit', 'audit this code', 'check code quality', 'find duplication', 'find dead code', 'code cleanup', 'technical debt audit', 'code review module', or wants a structured noetic investigation of code quality. This skill runs external analysis tools and structured manual review, producing…

EmpiricaAI/empirica

Skill Claude CodeCodex

Use when the user says '/code-docs-align', 'check if docs match code', 'verify docstrings', 'find stale comments', 'audit TODOs', 'check ref-doc accuracy', 'documentation accuracy', or wants to verify that documentation, docstrings, comments, and ref-docs actually reflect the current state of the code. This skill…

EmpiricaAI/empirica

Skill Claude CodeCodex

Dispatch subagents with inherited epistemic context from Cortex. Use when spawning Agent tool calls for tasks that would benefit from inherited findings, dead-ends, and anti-patterns. Triggers on 'dispatch agent', 'spawn agent with context', 'epistemic agent', or before any Agent tool call for non-trivial tasks.

EmpiricaAI/empirica

Skill Claude CodeCodex

Use when the user says '/eat-the-broccoli', 'eat the broccoli', 'full quality sweep', 'pre-release audit', 'run the deep tests', or asks to hunt for gaps / membrane misses / stubs / dead code / silent failures / the bugs that pass tests but are still broken. A tiered quality-and-pattern audit: deterministic tooling…

EmpiricaAI/empirica

Skill Claude CodeCodex

Empirica deep governance — phase-aware completion, the cognitive immune system, the turtle principle, and the practice model. Load this when the system prompt's operational routing isn't enough — when you need the why underneath the mechanism choice, or when "what counts as done" / "what is this practice" is the…

EmpiricaAI/empirica

Skill Claude CodeCodex

Use when the user says '/epistemic-gardening', 'garden the graph', 'de-weed', 'prune artifacts', 'epistemic hygiene', 'clean up findings/goals/sources', 'graph hygiene pass', or 'pre-release cleanup'. A PRAXIC pass that de-weeds a practice's epistemic graph — resolve stale/superseded findings, close answered unknowns…

EmpiricaAI/empirica

Skill Claude CodeCodex

Epistemic Persistence Protocol (EPP) — gives Claude calibrated backbone when holding positions under user pushback. Use this skill whenever Claude needs to maintain, defend, soften, or revise a substantive position during disagreement. Triggers on any conversation where Claude has expressed an opinion, assessment…

EmpiricaAI/empirica

Skill Claude CodeCodex

Use when starting complex work, planning implementation, breaking down tasks, creating specs, or when the user says 'plan this as transactions', 'plan transactions', 'break this down', 'create a spec', 'how should I approach this', 'transaction plan', or mentions needing a structured approach to multi-step work. This…

EmpiricaAI/empirica

Skill Claude CodeCodex

Use when the user says '/ewm-interview', 'run EWM interview', 'create workflow protocol', 'set up my workflow', 'interview me for EWM', or wants to create a personalized AI collaboration protocol. Guided multi-choice interview that produces workflow-protocol.yaml, renders it as a clickable artifact, and offers to…

EmpiricaAI/empirica

Skill Claude CodeCodex

Use when arming an event listener for the canonical mesh — when the user says 'arm this listener', 'subscribe to ntfy topic', 'wake me when X arrives', or when responding to a system-reminder from listener-install-pickup. The new canonical flow is empirica listener on/arm/off — three single-purpose tool calls that…

EmpiricaAI/empirica

Skill Claude CodeCodex

Use when scheduling cron-mode loops with Claude Code's /loop, when registering periodic background work, when the user says 'cron loop', 'periodic loop', 'register a cron', 'schedule recurring work', or when configuring a loop that needs to be visible in empirica status. This skill provides the prompt template that…

EmpiricaAI/empirica

Skill Claude CodeCodex

Daily housekeeping body for the canonical message-cleanup loop. Prunes expired git-notes mesh messages so the inbox stays focused on un-read ones. Loaded by the loop scheduler when the cron entry fires (default 03:17 daily) — never invoked directly by a user. Triggers: from the message-cleanup loop, "message…

EmpiricaAI/empirica

Skill Claude CodeCodex

Use when the user says '/render', 'render this', 'render diagrams', 'generate SVG', 'mdview render', or wants to render markdown files with ASCII art diagrams to HTML via mdview. This skill generates DiagramSpec JSON for ASCII art blocks, embeds specs as HTML comments in the markdown, and calls mdview to produce…