Spatial positioning specialist for Obsidian Canvas. Computes optimal node positions using layout algorithms (dagre, grid, radial, force-directed, linear). Preserves zone containment, snaps to 20px grid, refits groups. Dispatched for complex canvases with 30+ nodes requiring multi-zone layout or algorithm selection…
Media asset dispatcher for canvas generation. Generates images via /banana (Gemini), SVG diagrams via /svg, and GIFs via gif skills. Returns file paths for placement on canvas. Handles batch generation for multi-image canvases. Context: /canvas generate needs 4 AI images for a mood board assistant: Dispatches…
Since OpenClaw does not natively support the MCP tool protocol, MCP-for-Stata provides standalone CLI tool commands that OpenClaw can use through terminal tool invocation.
Blind comparison agent for A/B testing skill versions. Evaluates outputs from two skill versions without knowing which is "new" vs "old" to eliminate bias. User says: "compare these two skill versions" User says: "run a blind A/B test on the skill".
Eval execution agent that runs skills against eval prompts and captures outputs, timing data, and token usage. Operates in isolated context to prevent eval bleed. User says: "run this skill against the eval prompts" User says: "execute eval set for my skill".
Eval grading agent that evaluates skill outputs against defined assertions. Checks each assertion, provides pass/fail with evidence, and calculates per-eval pass rates. User says: "grade the eval results" User says: "check if the outputs pass assertions".
Master offer-building orchestrator inspired by Alex Hormozi's frameworks. Captures raw ideas, notes, or existing offers from the user, interviews them to extract market, problem, outcome, and constraints, then routes to specialized subagents to produce offer documents. Use when user wants to build an offer, validate a…
Internal subagent. Called by hormozi-orchestrator only. Sets value-anchored pricing, destroys objections, and designs productization and scaling strategy. Applies pricing-strategy, objection-destroyer, and productize frameworks. Writes output/PRICING.md, output/OBJECTIONS.md, and optionally output/PRODUCTIZATION.md.
Internal subagent. Called by hormozi-orchestrator only. Builds the full sales layer — pitch, hooks, and landing page copy. Applies hormozi-pitch, hormozi-hooks, and landing-page-copy frameworks. Writes output/PITCH.md, output/HOOKS.md, and output/LANDINGPAGE.md.
Long-form content specialist. Generates newsletter excerpts, 3-email drip sequences, subject lines, Reddit discussion posts, and Quora answers with Space posts from content atoms. Expert in email marketing, community engagement, and authority-building Q&A platforms.
Email copy quality scoring agent. Analyzes email content for framework adherence (PAS, AIDA, BAB, FAB, 4Ps), subject line quality, CTA effectiveness, readability, word count, and personalization. Scores content on a 0-100 scale with specific improvement recommendations.
Email deliverability analysis agent. Checks SPF, DKIM, DMARC, MX records, reverse DNS, TLS support, and blacklist status for a domain. Uses checkdmarc Python library and dig DNS lookups. Generates health scores and prioritized fix recommendations.
Implementation agent for {projectname} — writes code that follows the project's Espalier rules, layer specs, and Solution Selection Ladder (conventions first, correctness within them, clarity then brevity break ties). Spawned by the pipeline at Stage 3 (implementation — under folded test-mode this includes writing the…
Review agent for {projectname} — checks a diff against the project's Espalier conventions, layer boundaries, runtime surfaces, production-readiness seeds, test meaningfulness, and (advisory) minimalism + readability. Spawned fresh by the pipeline each Stage 4 review round (code AND its tests, one verdict) and for the…
Security audit agent that checks the trust boundary — never trust data from the frontend — on a pipeline change (Stage 4 panel) or repo-wide (/espalier-audit repo-audit mode). Audits client input on the money / identity / permission / ownership / state axes reaching an authorization or persistence sink; self-noops on…
Devil's advocate architectural reviewer. Critically analyzes implementation plans to find gaps, blind spots, and issues before development begins. Auto-applies Critical and Important fixes to plan files.