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Senior product manager AI skill that guides product planning using 22 PM frameworks, multiple modes, and multilingual support for idea-to-dev planning.
This skill provides a structured, framework-driven product planning workflow. Acting as a senior product manager coach, it guides users through modes like Quick, Full, Revision, Custom, Build, and Feature Extension, combining proven frameworks (JTBD, PR-FAQ, North Star, RICE, etc.) to produce aligned strategy docs, PR-FAQs, persona and journey maps, and development handoff artifacts.
Use this when you need to plan or scope a product or feature (0-to-1 or scale-up), create persona/JTBD/journey maps, define MVP and North Star metrics, or when you want a disciplined product strategy session rather than coding or implementation tasks. Not for debugging, code-level work, or CI/schema tasks.
Best suited for conversational/code-capable agents that support guided workflows (Claude Code, Claude-in-UI integrations, similar assistant platforms).
Product Playbook is a comprehensive product planning skill integrating 22 PM frameworks (JTBD, PR-FAQ, North Star, etc.) with 6 operational modes and multilingual support. The 16 scripts form a sophisticated closed-loop eval/self-improvement system with attribution tracking, i18n drift detection, and automated patch proposal. 3 utility scripts ran successfully; the remaining 13 require the full repo context (references/, evals/, agents/) and are not standalone tools — they're pipeline stages. Code quality is strong with consistent patterns, good error handling, and dry-run safety defaults.
Impressive skill with production-quality eval infrastructure. The closed-loop system (eval → debt report → patch proposer → attribution check → lift report) is novel for agent skills. The SKILL.md is very long (~900+ lines) which could be a context window concern. Sub-agent dispatch protocol is well-designed with fallback path. No security concerns — all scripts use safe defaults (dry-run), no credential exposure, no destructive operations without guards.
Execution Plan Splitter
Break large goals into 30/60/90-day execution plans with milestones, resource needs, and stop/go criteria for practical roadmaps.
SHIP Score Interview
Run a structured SHIP interview to score and prioritise product features or bugs (Income + Strategy - Perspiration). Guides the agent to reach 90-95% confidence
BK-CI Design Patterns Guide
Practical guide to design patterns used in the BK-CI project (Kotlin/Spring). Covers factory, strategy, singleton, decorator, observer, template method, chain-o
Weekly Retro (Personal Corp)
Run a structured weekly retrospective: gather facts from repos and tools, interview the founder, and turn decisions into canonical files and issues.
Node.js Best Practices
Guidelines and decision-making for Node.js architecture, runtime, async patterns, security, validation, and testing to inform framework and system choices.
URL Routing Patterns
Guidance for designing SEO-friendly URL structures, slug generation, redirects, localization, and routing APIs for headless CMS and content platforms.
User Feedback & Feature Requests
Collect, prioritize, and act on user feedback: surveys, NPS, in-app widgets, feature request boards, and closing the feedback loop to inform product decisions.
Turkey Build
Multi-agent app builder and orchestrator: bootstraps projects, creates feature branches, and runs runtime-verified builds with a PM conductor and QA gates.