Resonance Ops Refactor
Essentialist Refactor Specialist. Reduces complexity without changing behavior using the Mikado Method and Safe Sequence. Use when simplifying a God class, deduplicating a business rule, centralizing scattered permission checks, migrating legacy patterns to modern standards, or performing an atomic cleanup pass on a specific file.
Resonance Strategy Grill
The pre-build interrogation gate. Stress-tests a plan or design through relentless, one-question-at-a-time questioning before any code is written, so hidden assumptions surface while they are still cheap to fix. Use before starting a feature, refactor, or new project, when a plan feels underspecified, or when the user says grill me, pressure-test this, poke holes, or challenge this idea. Reaches…
Resonance Engineering Backend
Backend Engineer Specialist. Implements business logic, API endpoints, and data flows with strict type safety, layered architecture, and explicit error handling. Use when building or modifying API endpoints, writing business logic services, integrating third-party APIs, designing data flows, or performing a shadow path audit on an existing service.
Resonance Engineering Mobile
Mobile Architect Specialist. Builds offline-first, touch-physics-driven mobile apps in React Native and Flutter with store compliance and Thumb Zone optimization. Use when architecting a new mobile app, designing an offline sync strategy, replacing stiff animations with spring-based physics, or preparing a store submission checklist.
Resonance Ops Update Roadmap
The Synchronizer. Realigns the project map (state.md) with the territory (git history). Use when the roadmap is out of sync, after a long session of unlogged work, or when onboarding onto a stale project.
Resonance Sales Cold Call
Generates a structured B2B cold call script using a disarming, permission-based 6-part framework. Use when asked to write a cold call script, how to open a call, how to handle phone objections, or to plan a cold calling sales outbound campaign.
Resonance Strategy Gtm Thinker
Brainstorms, challenges, and expands B2B GTM campaigns and positioning concepts into highly strategic, executable blueprints with clear kill criteria. Use when asked to evaluate a campaign idea, challenge a positioning hypothesis, or plan a GTM initiative.
Resonance Ops Skill Author
Authors, audits, and hardens Resonance skills with the Forge compiler. Use when building a new skill, converting a workflow into a procedure skill, writing or fixing a skill description or frontmatter, shrinking a bloated SKILL.md, adding evals, or running the skill validator. Covers all three archetypes (knowledge, procedure, orchestration) and emits per-tool, per-model output.
Resonance Ops Core
The Resonance Kernel and Orchestrator. Manages persistent memory, task planning, and project state. Use when initializing a new project, logging session progress, orchestrating complex multi-agent tasks, or when a new agent needs the project context to orient itself.
Resonance Ops Update Resonance
The Maintainer. Upgrades the Resonance framework kernel without breaking the user's project context. Use when migrating to a new version of Resonance.
Resonance Ops Reviewer
Code Reviewer and Gatekeeper. Ensures only high-quality, maintainable, and secure code reaches the main branch via classified finding reports (P0-P3). Use when reviewing a PR, auditing an AI/LLM code change, performing a pre-landing safety check, or when receiving and acting on review feedback without reflexive agreement.
Resonance Marketing Conversion
Conversion Rate Engineer. Removes friction and increases the rate at which users take the desired action. Use when auditing a landing page for CRO issues, running a Friction Collider simulation, designing an A/B test, or structuring an offer with bonuses, guarantees, and urgency.
Resonance Sales Pipeline
Ingests sales pipeline deal data from CSV, HubSpot, or Salesforce, and renders a fully interactive, visual pipeline analytics dashboard with velocity calculations and forecasting. Use when asked to audit deal pipelines, forecast monthly sales goals, or track rep quota performance.
Resonance Ops Ship
The Logistics Officer. Safely transports code to the user using the ShipIt protocol. Use when preparing a release, tagging a version, generating a changelog, or deploying to production.
Resonance Engineering Game Dev
Game Architect Specialist. Designs core game loops, injects "Juice" (feedback systems), and selects the right engine for the game's soul. Use when designing a core loop from scratch, making a prototype feel flat and lifeless more engaging, selecting a game engine, or adding particle/audio/haptic feedback to an existing mechanic.
Resonance Ops System Health
The Doctor. Benchmarks the system and runs a full health check (Automated + Manual) to produce a Quantified Self health score. Use when assessing the overall stability of the codebase, or as a gate before a major release. Drives qa and security agents.
Resonance Sales Lead Ops
Audits lead lifecycle quality, resolves ownership, maps the customer experience from form fill to follow-up, and generates daily watchlists. Use when asked to audit lead handling, find missed follow-ups, resolve lead owners, map inbound CX, or build a daily lead operating view.
Resonance Ops Product
Product Manager and Operations Architect. Defines what to build and why, using Working Backwards, RICE scoring, and PMF diagnostics. Use when a feature idea needs scoping, when a roadmap needs prioritization, when running an L10/EOS meeting, or when validating product-market fit with the Sean Ellis test.
Resonance Research Market Research
Conducts SaaS and B2B market research to identify Existential Data Points (EDPs) that transform solutions from nice-to-have to must-have. Use when asked to research a B2B SaaS vertical, identify industry pains, or discover urgency metrics for outreach.
Resonance Marketing Seo
SEO Specialist and Answer Engine Optimizer. Handles technical audits, on-page optimization, content quality (E-E-A-T), schema markup, GEO (Generative Engine Optimization), local SEO, topic clustering, programmatic SEO, and Core Web Vitals. Use when auditing a site for search visibility, optimizing a page for AI citation, building a topic cluster, diagnosing a ranking drop, or implementing schema…
Resonance Ops Second Opinion
Independent second-model code review. Dispatches a diff to a different model than the author or primary reviewer, then reconciles the two reviews so cross-model disagreement surfaces the bug one model rationalizes away. Use before merging a risky change, as the final gate in a goal loop, or when the user asks for a second opinion, a cross-model review, or an independent check on a diff.
Resonance Ops Goal
The autonomous goal loop. Takes a goal and drives it to a verified finish by framing it, decomposing it into slices, then building and verifying each against grounded checks (real tests, validators, audit), bounded and never auto-shipping. Use when the user gives an outcome to reach rather than a single step, says take this to done, run with it, or make this happen end to end. Manual-only (drives…
Resonance Engineering Automation
Tooling Engineer Specialist. Builds CLI tools, automation scripts, and MCP servers that extend agent capabilities. Use when a manual or repetitive task needs a permanent automated solution, when building a new MCP server to give agents access to a resource, or when optimizing a slow/error-prone internal workflow.
Resonance Ops Observability
Observability Engineer. Makes a running system explainable from the outside: structured logs, metrics, distributed traces, SLOs, and actionable alerts. Use when adding logging or metrics, instrumenting with OpenTelemetry, defining the Four Golden Signals, designing SLIs/SLOs and error budgets, building dashboards, or fixing noisy or missing alerts for a system already in production.
Resonance Strategy Plan
The Inception Orchestrator. Transforms feature descriptions into well-structured, atomic project plans using deep research and SpecFlow analysis. Use when starting a new feature, a major refactor, or an architectural evolution. Drives the architect, product, and researcher subagents.
Resonance Marketing Paid Acquisition
Paid Acquisition Specialist and media buyer. Plans and scales paid programs across search, paid social, and demand gen, engineers account and campaign structure, runs creative and angle tests, matches ads to landing pages, and holds spend to unit economics. Use when running ads, setting up SEM or Google Ads, launching paid social, buying media, writing ad creative, scaling ad spend, allocating bu…
Resonance Strategy Growth
Growth Strategist Specialist. Engineers sustainable growth loops, retention systems, and go-to-market distribution. Use when analyzing AARRR metrics, designing viral or engagement loops, planning a product launch, or diagnosing churn.
Resonance Engineering Database
Database Architect Specialist. Designs schemas, optimizes queries, and writes zero-downtime migrations. Use when designing a new entity schema, diagnosing a slow query, writing a migration, selecting a database engine, or auditing data integrity constraints.
Resonance Sales Call Intelligence
Analyzes sales call transcripts to extract deep persona insights, objection handling metrics, vocabulary libraries, and feature requests. Use when asked to audit discovery calls, extract insights from meeting recordings, or compile prospect feedback.
Resonance Ops Incident
The Incident Commander. Drives a live production incident from detection to a blameless postmortem: triage, declare severity, assign command, mitigate before root-cause, communicate on a cadence, verify recovery. Use when production is down, an active incident or outage is in progress, a SEV1 is declared, you just got paged, latency or error rates are spiking, or a deploy broke prod. Manual-only:…
Resonance Ops Productivity
Chief of Staff and Operations Engineer. Eliminates bottlenecks, enforces high-signal async communication, and projects team velocity using data. Use when analyzing team workload, grooming a backlog, auditing communication health, or projecting sprint landing dates via velocity-based burndown.
Resonance Ops Security
Security Auditor Specialist. Verifies defenses through STRIDE threat modeling, authorization model audits, and the 6-layer security ensemble. Use when reviewing a PR for vulnerabilities, hardening infrastructure headers, auditing authorization consistency across 6 layers, performing a STRIDE threat model on a new system design, or checking AI features for prompt injection risks.
Resonance Marketing Analytics
Marketing Analytics Engineer. Builds measurement plans, event taxonomies, attribution models, and honest experiments so marketing decisions rest on data that means what it says. Use when writing a measurement plan, designing event tracking, choosing an attribution model, defining a north-star metric or funnel, sizing or reading an A/B test, analyzing an experiment, or setting up GA4/Amplitude/Pos…
Resonance Engineering Performance
Performance Engineer Specialist. Measures, profiles, and optimizes system throughput and latency. Use when diagnosing a slow request, resolving a Core Web Vitals violation, planning LLM FinOps (token cost or latency reduction), or auditing backend query performance before a release.
Resonance Ops Qa
Quality Assurance Specialist. Proves that the system works, or breaks it trying. Use when writing a test plan, auditing test coverage against the 8-Path Matrix, writing destructive test cases, building an LLM eval suite, or performing a verification audit before a release.
Resonance Sales Outbound Sequence
Builds source-backed outbound sequences from CRM data, trigger signals, and campaign context. Use when asked to draft a sales sequence, plan outbound cadences, create follow-up copy, or build event/signal-based outreach.
Resonance Ops Audit
The Gatekeeper and Auditor Swarm. Prevents entropy by detecting vulnerabilities and verifying behavior. Use when reviewing current branch, recent changes, or running a full codebase audit before merge. Drives the security, reviewer, qa, and architect subagents.
Resonance Engineering Frontend
Frontend Engineer Specialist ("The Glassmith"). Implements pixel-perfect, performant, and accessible UI with strict component architecture, shadow state coverage, and Core Web Vitals compliance. Use when building React/Vue/web components, implementing a page from a design spec, polishing UX interactions, or auditing a frontend for performance or accessibility issues.
Resonance Sales Account Intelligence
Identifies which accounts deserve attention now, why, and what action to take next. Covers signal detection, account scoring, brief generation, and customer-facing deck construction. Use when asked to prioritize accounts, build account briefs, prepare customer decks, or audit account expansion potential.
Resonance Ops Voice
Tone of Voice Architect. Extracts the behavioral voice DNA of a Person, Brand, or Role/Character and compiles it into a portable, high-fidelity voice profile. Use when capturing an individual's writing style, documenting a brand voice, defining a character or persona, ghostwriting in someone's voice, or building a standing AI context file for consistent output.
Resonance Engineering Devops
DevOps Engineer Specialist. Builds CI/CD pipelines, Infrastructure as Code, and ensures zero-downtime deployments with 10-second rollback capability. Use when setting up a new CI/CD pipeline, provisioning infrastructure, responding to a production incident, auditing environment parity, or managing secret rotation.
Resonance Ops Handover
Writes a handover document for a colleague after a coding session or sprint. Use at the end of a session to capture what was done, decisions made, open TODOs, and backlog. Produces docs/handovers/YYMMDD_handover.md. If a handover file already exists for today, appends to it. Run before closing the conversation. Session context is the richest input.
Resonance Marketing Lifecycle
Lifecycle and Retention Strategist. Designs the messaging and product moments that turn a signup into an activated, habitual, paying user, and wins back the ones drifting away. Use when planning onboarding, defining an activation or aha moment, cutting time-to-value, designing a welcome or nurture or re-engagement email sequence, choosing triggered vs batch sends, segmenting with RFM, building re…
Resonance Strategy Architect
System Architect Specialist. Designs system architecture by producing C4 models, ADRs, domain maps, and failure mode registries. Use when designing a new service, reviewing an existing architecture, selecting a tech stack, modeling a RAG/AI pipeline, auditing data-flow integrity, or planning a site migration.
Resonance Marketing Copywriter
Conversion Copywriter Specialist. Constructs persuasive, human-sounding arguments for landing pages, email sequences, and AI-generated text rewrites. Use when writing a landing page headline, drafting a nurture email sequence, humanizing AI-generated drafts, extracting a brand voice from sample text, or editing copy for clarity and Grade 8 readability.
Resonance Engineering Debugger
Debugger Specialist. Finds root causes through the Scientific Method. No fixes without reproduction. Use when investigating a bug report, diagnosing a production incident, diagnosing an agent trajectory failure, or when a flaky test needs to be pinned to a deterministic reproduction case.
Resonance Design Studio
Visual Asset Generator. Produces production-ready images to a brief (hero imagery, illustration, textures, marketing visuals, character sheets) using disciplined, model-agnostic prompt craft. Use when generating visual assets where composition, style consistency, and reproducibility matter. Defers all interface and UI taste to resonance-design-designer.
Resonance Ops Librarian
Knowledge Keeper and Documentation Specialist. Structures knowledge so humans and agents can orient themselves without asking questions. Use when documenting a solved problem, updating an index after adding a new file, archiving a deprecated feature's docs, or auditing documentation for forbidden placeholders (TBD, "as needed", "simply").
Resonance Ops Retro
The Analytics Officer. Generates comprehensive engineering retrospectives by analyzing git history to extract objective team performance metrics and narrative insights. Use when wrapping up a sprint, evaluating a release cycle, or running a post-mortem.
Resonance Design Designer
Design Director with a craftsman's eye. Designs interfaces that feel inevitable, human, and timeless through first-principles craft: optical precision, typographic hierarchy, perceptual color, motion with physics, and the subconscious detail layer that separates outstanding from average. Use when starting a design system, specifying UI, auditing a design that feels generic or AI-made, refining an…