eol-internal-enablemen…
Build the support FAQ, sales talking points, and objection handling teams need before an EOL announcement. Use when customer-facing teams must be ready before…
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Build the support FAQ, sales talking points, and objection handling teams need before an EOL announcement. Use when customer-facing teams must be ready before…
Write a right-sized EOL announcement — brief notice through full phased comms — with rationale, customer impact, and next steps. Use when retiring a product,…
Run a product sunset end to end — decide, align, plan, prepare, announce, close. Use when you need the whole EOL process, not just one artifact.
用于读取多工作表Excel文件,动态评估数据量以启用Parquet大文件优化,并执行正则清洗、分类汇总、线性拟合及生成带格式的图表与结果文件。
对 Excel 数据进行数值格式标准化与清洗,支持大规模数据的 Parquet 转换流程,并完成关键指标的合计核对与结果文件导出。
Analyze permission denial patterns and generate optimized alwaysAllow and alwaysDeny rules. Use when permission prompts are slowing you down or after sessions…
Stress-test a plan by walking its decision tree one question at a time. Use when the user wants to pressure-test a design before implementation.
Complete AI coding workflow system. Orchestration patterns, 18 hook events, 8 agents, cross-agent support, reference guides, and searchable learnings. Works…
When a request is vague, assumption-laden, or "obvious," ask the few load-bearing questions that expose hidden requirements before building or committing.
Before rejecting a proposal or reflexively agreeing, build the strongest faithful opposing case, state agreement conditions, then update or reaffirm.
When behavior is emergent across components—fixes elsewhere break, loops/delays dominate—map boundary, stocks/flows, feedback, archetypes, then rank leverage.
Run a vault backup right now and report the verified result. Use when the user says 'back up now', 'take a backup before I do this', or is about to make a big…
Verify a vault backup, prove it restores, or restore it to a folder of the user's choosing. Use when the user says 'restore my backup', 'test my backups', 'are…
Set up automatic vault backups to a synced folder or a cloud provider, with verified archives and tiered retention. Use when the user says 'back up my vault',…
Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.
Research competitors for a product, market, or idea and identify opportunities to differentiate
One-page briefing before a call or meeting with person context, open items, and talking points. Use when user says \"prep me for my call with [person]\",…
Show everything Claudia knows with provenance tracing and entity counts. Triggers on \"what do you know?\", \"show memories\", \"memory audit\", \"what do you…
Check memory system health and data quality. Use when user asks \"how's my memory?\", \"system health\", \"memory stats\", \"data quality\", \"how's my…
Design and document a ai editing workflow with structured process, quality checks, and system integration
Create a ai email drafting with structured process, quality checks, and system integration
Analyze and produce a ai ethics checklist with structured process, quality checks, and system integration
Use when ranking a list of requirements, features, or backlog items using RICE / ICE / MoSCoW / Kano. Built-in decision tree picks the right framework based on…
Сводит статус итерации, оценивает прогресс milestones, фиксирует изменения приоритетов, отслеживает зависимости и выдаёт roadmap в формате Now/Next/Later с…
Разбивает Epic или крупное требование на независимые User Stories с acceptance criteria в формате Given-When-Then, проверкой по INVEST и оценкой Story Points…
PM Interview Preparation — practice product sense, execution, behavioral, and strategy questions Use when: Preparing for PM job interviews, practicing case…
Use when: 需要规划迭代内容、制定迭代排期、明确迭代优先级、从需求到排期的落地 Do NOT use when: 迭代已由团队自行规划、无需系统化管理
Use when: 需要理解用户体验全链路、发现用户痛点与机会点、优化用户转化流程 Do NOT use when: 用户流程已非常清晰、仅需单一功能分析而非全局体验
Build a quarterly roadmap from prioritized features. Considers team capacity, dependencies, and strategic goals. Outputs a now/next/later or time-based plan…
Sprint planning with capacity awareness. Pulls from backlog (via MCP or manual input), calculates what fits based on team velocity, and outputs recommended…
Generate multi-audience stakeholder updates tailored for engineering, leadership, and customer-facing teams, pulling context from knowledge files and MCP…
Decompose a large problem, epic, or initiative into independently shippable slices. Use when work is too big to build in one sprint and you need to find the…
Write user stories with testable acceptance criteria, edge cases, and splitting guidance. Use when you need developer-ready stories for sprint planning.
Quantify and communicate tech debt as a business decision. Use when engineering needs investment in infrastructure and you need to make the case to leadership.
Identify risky assumptions for a new product idea across 8 risk categories including Go-to-Market, Strategy, and Team. Use when evaluating startup risks,…
The method for finding the gap between what a system is supposed to do and what the code actually does — the class of bug generic scanners miss because they…
Create a structured customer interview script with JTBD probing questions, warm-up, core exploration, and wrap-up sections. Follows The Mom Test principles —…
Evolutionary ideation engine — loop-controlled multi-cycle idea generation through phases of dreaming, cross-domain stealing, recombination, fitness testing,…
Real Chrome/Brave + macOS Computer Use from inside the browser — zero CDP fingerprint, real sessions; mandatory for visual deploy verification. Drive clickwork…
Evidence-grounded context refresh: reads constitutional files, TELOS, and CURRENT_STATE/IDEAL_STATE dimension files via TelosFreshness, pulls observed data…
Run a go/no-go assessment for retiring a product or feature, then right-size the effort. Use when someone says \"we should probably kill this\" and nobody has…
Plan who to talk to about a sunset, in what order, and what each conversation must cover. Use when an EOL decision is made and you want the landmines found…
Break down epics into user stories with Humanizing Work split patterns. Use when a backlog item is too large to estimate, sequence, or deliver safely.
执行全面的异常值检测与数据质量评估,利用 IQR 方法识别异常值并结合偏度、峰度分析数据分布特征,适用于非正态分布数据的预处理阶段。
PDF 文档解析。自动区分文字型 PDF 与扫描型 PDF,覆盖:文本/表格提取、多页全量扫描、嵌入图表 caption、单位感知数值计算。
根据文件行数动态切换大文件处理策略(Parquet转换),通过逐行扫描或列匹配提取关键指标并计算占比、均值等统计量,最终输出结构化Excel报告及可视化图表。
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