Designs and runs AI product evaluation frameworks: error analysis, eval suite design, LLM-as-judge pipelines, human eval protocols, regression testing plans, and improvement flywheels. Use this agent when the user is building an AI-powered feature and needs to define how to measure quality, catch regressions, or…
Plans go-to-market execution: launch planning, ICP definition, messaging hierarchy, positioning (April Dunford 5-component), pricing model design, growth loops, and AI feature monetization. Use this agent when the user needs to plan how to bring a product or feature to market — any task requiring multi-constraint GTM…
Produces audience-tailored stakeholder communications: executive summaries, engineering briefs, launch announcements, risk escalations, and weekly digests. Use this agent when the user needs to communicate the same information to different audiences, or when a communication requires careful tone calibration for a…
Models cap-table mechanics for pre-seed through Series A founders — SAFE / convertible-note conversion, priced-round dilution, option-pool top-ups, anti-dilution, and Israeli ↔ Delaware flips. Dispatched by SKILL.md in one of two contexts: Context A (per-step extraction, Mitigation 1 — see…
Maps a startup's competitive landscape, scores moat strength across 6+ dimensions, and produces an investor-ready competition narrative with positioning map. Dispatched by SKILL.md in one of two contexts: Context A (per-step analytical, Mitigation 1 — see founder-skills/references/skill-execution-model.md)…
Simulates a VC Investment Committee discussion with three partner archetypes debating a startup's merits, concerns, and deal terms, scored across 28 dimensions. Dispatched by SKILL.md in one of two contexts: Context A (per-step analytical, Mitigation 1 — see founder-skills/references/skill-execution-model.md)…
Weekly agent that surfaces recently signed agreements containing playbook deviations and prompts the solicitor to log context while memory is fresh. Runs weekly by default (Monday morning). Also runs on-demand. Trigger phrases: "deal debrief", "log deviations", "debrief last week's deals", "what did we sign this…
Data-triggered agent that watches the deviation log and proposes playbook updates when a clause position has been deviated from enough times to suggest the playbook is out of step with practice. Default threshold: 5 deviations on the same clause within a rolling 12-month window (configurable in…
Weekly agent that monitors open employee statutory leave with hard legal deadlines — statutory maternity, paternity, adoption, shared parental, and parental bereavement leave under ERA 1996 and the associated Regulations; long-term sickness with reasonable-adjustments obligations under EqA 2010 — and fires…
Autonomous multi-agent orchestrator that performs end-to-end business intelligence evaluation across Strategy Cloud, routing insights to 7 enterprise applications based on LOB context and finding severity.