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Phase 4 of building a the agent Managed Agent — make it run without you. Turn a graded agent into a recurring scheduled deployment (POSIX-cron), an event-driven curl trigger, or confirmed on-demand use, then finalize the versioned roadmap.
Runs a full inbox triage using the knowledge base created by the 'inbox-setup' skill. Light-intake by design (most invocations skip questions and run with KB-default preferences); asks at most 2 grill-me override questions when invocation is outside normal cadence or includes category-skip intent.
Marketing Loops skill — when the user wants to set up a recurring, self-running marketing workflow — a repeatable loop an AI agent runs on a cadence (weekly, daily, on a trigger) rather than a one-off task.
Red Team skill. Use when planning or executing authorized red team engagements, attack path analysis, or offensive security simulations. Covers MITRE ATT&CK kill-chain planning, technique scoring, choke point identification, OPSEC risk assessment, and crown jewel targeting.
Referral Program skill. When the user wants to design, launch, or optimize a referral or affiliate program.
Release documentation audit. Reads relevant project docs, cross-references the diff, builds a Diataxis coverage map (reference/how-to/tutorial/explanation), updates README/ARCHITECTURE/CONTRIBUTING/CLAUDE.md to match what shipped, detects architecture diagram drift, polishes CHANGELOG voice with…
Report browser/API/CLI/job/worker/webhook bugs. Produces a structured report with contract evidence or browser scores and repro steps — but never fixes anything.
Requesting Code Review skill. Use when completing tasks, implementing major features, or before merging to verify work meets requirements
Default entry point for any research request — a hybrid router that classifies the question deterministically and either delegates to a specialist research skill (pulse for trends/sentiment, grants for NIH funding, litreview for academic literature, syllabus for course reading, patent for…
Structured research summarization agent skill for non-dev users. Handles academic papers, web articles, reports, and documentation.
Restrict file edits to a specific directory for the session. Blocks Edit, Write and NotebookEdit outside the allowed path.
Resume a paused experiment. Checkout the experiment branch, read results history, continue iterating.
Analyzes sales pipeline health, revenue forecasting accuracy, and go-to-market efficiency metrics for SaaS revenue optimization.
Review Playwright Tests skill. - Review Playwright tests for quality. Use when user says "review tests", "check test quality", "audit tests", "improve tests", "test code review", or "playwright best practices check".
RevOps skill — when the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes.
rfp-responder skill. Use when an RFP, RFI, RFQ, security questionnaire, vendor questionnaire, or proposal request arrives and the team needs a structured response — parsing multi-section buyer-dictated requirements (MANDATORY vs WEIGHTED vs NICE-TO-HAVE), building a Shipley-method proof-point matrix mapping each…
Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis.
Roadmap Communicator skill. Use when preparing roadmap narratives, release notes, changelogs, or stakeholder updates tailored for executives, engineering teams, and customers.
Generate operational runbooks from a service name — deployment, incident response, maintenance, and rollback workflows. Templated structure customizable per environment.
SaaS financial health advisor. Use when a user shares revenue or customer numbers, or mentions ARR, MRR, churn, LTV, CAC, NRR, or asks how their SaaS business is doing.
Generates complete, production-ready SaaS project boilerplate including authentication, database schemas, billing integration, API routes, and a working dashboard using Next.js 14+ App Router, TypeScript, Tailwind CSS, shadcn/ui, Drizzle ORM, and Stripe.
Sales Enablement skill — when the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts.
Analyzes RFP/RFI responses for coverage gaps, builds competitive feature comparison matrices, and plans proof-of-concept (POC) engagements for pre-sales engineering.
Prospecting skill — when the user wants to find, qualify, and build a list of prospects to reach out to, across B2B SaaS, general B2B, or local small businesses.

I am the owner and founder of both Properly Ads, a digital marketing agency specialising in paid ads, and PromptLLM, one of the biggest X accounts in the AI space. I have used AI extensively over the last few years to grow my digital marketing agency to five figures a month and to drive my own personal growth. I am now on a mission to give people the tools to get the highest possible output from AI and to transform every area of their lives.
Have a question? Email me at sam@promptllm.co