Productivity

Agentic evaluation of skills using multi-trial fixtures, deterministic command assertions, trajectory checks, safety constraints, and evidence-backed readiness scoring. Use when users ask for agentic evals, multi-trial skill evaluation, skill trajectory validation, or readiness scoring for a skill workflow.

This skill should be used when analyzing Claude Code session transcripts, reviewing agent performance, finding anti-patterns or tool misuse, mining workflow patterns, running kaizen analysis, debugging agent behavior, or performing session forensics.

Decompose substantive work into phases, dispatch each phase to a sub-agent, and adjudicate what comes back. Use whenever a request asks for implementation, investigation, a fix, a review, or any change to files — including small ones — and whenever you are about to read source or run a diagnostic yourself instead of handing it off. Also use when a report from a sub-agent needs judging, when a phase needs re-dispatching, or when a user names one instance of a pattern. Does not apply when your own prompt begins "Your ROLE_TYPE is sub-agent." — then follow references/sub-agent-contract.md instead.

Extract session handoffs locally without frontier tokens.

Classify learnings into memory, skills, or project records.

This skill should be used when the user asks to "open source this project", "prepare this repository for public release", "make this repo public", "check open-source readiness", "choose a license for this project", or "set up release automation" ahead of a public launch. Provides a release-readiness workflow covering secrets hygiene, licensing, documentation, CI, and language-specific packaging.

Use this skill for TermiX AACP protocol operations including agent registration, provider staking, evaluator setup, job creation, provider assignment, provider offers, deliverable submission, job/offer/agent inspection, protocol stats, and dispute checks. Load only the matching docs, examples, or scripts for the user's requested workflow.

Craft irresistible offers using the $100M Offers framework as an agent skill.

SPIN Selling questioning framework as an agent skill for sales conversations.

Lean Startup build-measure-learn loops as an agent skill for founders.

Mom Test interviewing skill from Founder Playbook — ask questions that get truth, not compliments.

Store, sort, sync, find, and remove duplicate knowledge across local files, Claude Code memory, MCP memory, data stores, GitHub, Linear, and Git repos.

Founder Playbook skill pack — 15 business frameworks as agent skills.

Add a recipe to the person's YumYums recipe app on their phone. Use when they share a recipe link or paste recipe text and want it on their phone. Turns the link or text into a .yumyums file and delivers it for review in the app.

Startup diagnostic router. Use FIRST when a founder doesn't know where to start, has multiple overlapping problems, or asks vague questions like what's wrong with my startup. Routes to the right framework from 15 Founder Playbook skills.

依据成长股框架批量筛选业绩、预期、相对强度与供需结构共振的强势标的，并输出候选分层与跟踪重点。适用于成长股猎手、趋势成长选股、候选池批量扫描等场景。

用于A股市场主线识别，聚焦市场结构 / 题材周期 / 资金行为。本skill主要用户问题回答、撰写报告、撰写金融类文章等场景。本报告输出内容较多，不适合简单对话场景。各类信息与数据的获取，可以使用wind.financial.data工具，以合理的关键字或关键字组合进行获取。每天开盘后、午盘、收盘后，用户都需要快速知道： 今天市场到底在交易什么，真正的主线是什么，情绪在什么位置，明天应该盯哪里。

寻找股息持续增长、经营质量稳定且估值回落到合理区间的候选股，并输出入场观察区、成长支撑与失效边界。适用于收益成长双目标选股、长期配置、回调布局等场景。

使用纳瓦尔·拉维坎特式的重新定义、欲望审计、特定知识和杠杆框架澄清职业、创业、财富、幸福、自由与人生选择。用于识别错误问题、冲突欲望、独特竞争力、AI替代风险、许可依赖、边际成本和长期复利方向。

批量识别突破形态成熟、量价结构健康、催化配合较好的候选股，并输出优先级、触发条件与失效边界。适用于短中线选股、盘前候选池整理、板块轮动中筛选领涨预备股等场景。

Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, stress-testing, or validating quantitative trading strategies. Covers "beating ideas to death" methodology, parameter robustness testing, slippage modeling, bias prevention, and interpreting backtest results. Applicable when user asks about backtesting, strategy validation, robustness testing, avoiding overfitting, or systematic trading development.

判断回购计划的规模、动机、执行约束与真实利好程度。适用于公司宣布回购、估值争议期、资本配置分析等场景。

为自选股生成盘前简报，汇总隔夜公告、新闻、价格变化、事件日程与今日观察重点。适用于开盘前快速浏览重点、晨会准备、盘前设定观察顺序等场景。

判断下跌或回调中的个股是否值得承接，并给出观察区、试错条件、分批节奏与放弃标准。适用于趋势回踩、事件后回落、震荡低吸与左侧谨慎试错场景。