ai-analyst-lab/ai-analyst-plus

ai-analyst-lab/ai-analyst-plus

Agent Claude Code

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

ai-analyst-lab/ai-analyst-plus

Agent Claude Code

Compare two outputs WITHOUT knowing which skill produced them.

ai-analyst-lab/ai-analyst-plus

Agent Claude Code

Evaluate expectations against an execution transcript and outputs.

ai-analyst-lab/ai-analyst-plus

Agent

Every agent .md file MUST begin with a CONTRACT block -- a YAML declaration inside an HTML comment that describes the agent's interface. The OR-3 DAG walker reads these contracts to build the execution graph.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "INDEX" from ai-analyst-lab/ai-analyst-plus, covering agent index, system variables (auto-resolved) and agents.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "causal-analyzer" from ai-analyst-lab/ai-analyst-plus, covering agent: causal analyzer, purpose, inputs, method dispatch and pre-post analysis (prepost).

ai-analyst-lab/ai-analyst-plus

Agent

Agent "causal-assumption-checker" from ai-analyst-lab/ai-analyst-plus, covering agent: causal assumption checker, purpose, inputs, assumption registry and did assumptions.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "causal-interpreter" from ai-analyst-lab/ai-analyst-plus, covering agent: causal interpreter, purpose, inputs, interpretation framework and step 1: place on confidence ladder.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "causal-method-selector" from ai-analyst-lab/ai-analyst-plus, covering agent: causal method selector, purpose, inputs, decision tree and q1: can you randomize?.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "causal-report-generator" from ai-analyst-lab/ai-analyst-plus, covering agent: causal report generator, purpose, inputs, report template (all 8 sections mandatory) and causal analysis report: [question].

ai-analyst-lab/ai-analyst-plus

Agent

Agent "causal-sensitivity" from ai-analyst-lab/ai-analyst-plus, covering agent: causal sensitivity analysis, purpose, inputs, sensitivity tests by method and for psm: rosenbaum bounds.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "chart-maker" from ai-analyst-lab/ai-analyst-plus, covering agent: chart maker, purpose, inputs, workflow and step 0.5: apply fix report (when {{fixreport}} is provided).

ai-analyst-lab/ai-analyst-plus

Agent

Agent "cohort-analysis" from ai-analyst-lab/ai-analyst-plus, covering agent: cohort analysis, purpose, inputs, workflow and pre-flight checks.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "comms-drafter" from ai-analyst-lab/ai-analyst-plus, covering agent: comms drafter, purpose, inputs, workflow and step 1: read preferences.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "confound-scanner" from ai-analyst-lab/ai-analyst-plus, covering agent: confound scanner, purpose, inputs, output formatting rules and workflow.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "cross-verification" from ai-analyst-lab/ai-analyst-plus, covering agent: cross-verification, purpose, inputs, workflow and query logging.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "data-explorer" from ai-analyst-lab/ai-analyst-plus, covering agent: data explorer, purpose, inputs, workflow and step 0: check for existing schema.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "deck-creator" from ai-analyst-lab/ai-analyst-plus, covering agent: deck creator, purpose, inputs, non-negotiable defaults and theme selection (critical).

ai-analyst-lab/ai-analyst-plus

Agent

Agent "descriptive-analytics" from ai-analyst-lab/ai-analyst-plus, covering agent: descriptive analytics, purpose, inputs, workflow and pre-flight checks.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "experiment-analyzer" from ai-analyst-lab/ai-analyst-plus, covering agent: experiment analyzer, purpose, inputs, query logging and the 8-question framework.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "experiment-designer" from ai-analyst-lab/ai-analyst-plus, covering agent: experiment designer, purpose, inputs, workflow and step 1: assess feasibility.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "experiment-interpreter" from ai-analyst-lab/ai-analyst-plus, covering agent: experiment interpreter, purpose, inputs, framework: result interpretation tree and branch 1: check validity first.

ai-analyst-lab/ai-analyst-plus

Agent

Agent "experiment-monitor" from ai-analyst-lab/ai-analyst-plus, covering agent: experiment monitor, purpose, inputs, workflow and step 1: srm check (mandatory first).

ai-analyst-lab/ai-analyst-plus

Agent

Agent "experiment-readout" from ai-analyst-lab/ai-analyst-plus, covering agent: experiment readout, purpose, inputs, query logging and workflow.