Use this skill for any marketing research, product positioning, copywriting research, or audience profiling task. Triggers include: "research my product", "develop my value proposition", "profile my avatar", "understand my market", "create a unique mechanism", "market awareness", "market sophistication", "ideal…
Claude Code instructions for ishwarjha/lumen-product-management, covering claude.md, what this repo is, commands, architecture and agent-as-markdown pattern.
AI ethics, data governance, and schema validation checkpoint. Use for W4 feature validation ethics clearance, compliance audits, and data lineage verification. Oversight level 3 — requires human approval on BLOCKED decisions.
Structured decision-making for high-stakes, often irreversible product choices. Use when facing a decision that requires trade-off analysis, pre-mortem, or consensus across conflicting agent outputs. Oversight level 2 — pauses for PM approval.
Run continuous customer discovery, synthesise interviews, and produce opportunity solution trees. Use when starting a new product discovery cycle or validating customer problems.
Design developer platform, partner ecosystem, and API product strategy. Use for enterprise-tier developer experience design, TTFC optimisation, and partner pipeline planning. Oversight level 2.
Validate event schema, confirm cohort definitions, surface compliance flags, and confirm businessmodeltype. Runs first in all analytics workflows. Use before SignalMonitor or any PostHog-dependent analysis.
Manage NRR decomposition, churn prevention, PQL detection, and win-back campaigns. Use when diagnosing revenue retention issues or building growth sequences.
Design and sequence product experiments with power calculations and exit criteria. Use when structuring A/B tests, feature experiments, or validating hypotheses with statistical rigour.
Execute GTM launches, run readiness audits, and produce monitoring plans. Use when planning a product, feature, pricing, or market-entry launch and needing a readiness score and execution plan.
Track competitive landscape, produce competitive moat maps and win/loss analysis. Use when evaluating strategic position or preparing for competitive reviews.
Build product narrative, category messaging, and audience messaging matrix. Use when crafting product positioning, defining a new category, or aligning messaging across audiences.
Define and maintain the North Star metric and cascade OKRs. Use when the team needs a single measurable outcome to align around or when OKR structure needs to be established.
Owner of internal operating rhythm, executive updates, and crisis communications. Use when preparing board decks, quarterly updates, or coordinating responses to operational incidents.
Entry point for all Lumen PM workflows (W1–W6). Sequences sub-agents, enforces tier gates and oversight approvals, tracks evidence quality, and generates reports. Use to run PMF discovery, churn recovery, feature validation, launch planning, or strategy workflows.
Convert strategy and discovery outputs into a prioritised delivery roadmap. Use when planning quarterly commitments, scoring features, or identifying capacity constraints.
Run automatically at the start of every Lumen session to validate MCP connections and seed the context object. Produces setupstate and businessmodeltype. Do not invoke directly — the Orchestrator calls this first.
Design AI interaction UX, trust calibration, and accessibility for AI-powered features. Use when designing onboarding flows, aha-moment journeys, or AI confidence disclosure patterns.
Run W6 Churn Crisis. Triggered when crisisseverityscore > 7 or NRR < 90%. Produces ARR-prioritised intervention plan with exit interview synthesis, win-back campaigns, and 30/60/90-day recovery tracking.