Browse Skills — Page 169

launch-checklist

tranhieutt/software_development_department

Generates a comprehensive software launch checklist covering technical readiness, customer communications, support, and go-live steps. Use when preparing for a product launch or when the user mentions launch checklist or go-live readiness.

launch-communications-plan

Significant-Gravitas/skills-catalog

Plan a launch's messages, channels, owners, timing, and approvals on one page.

launch-day-conductor

aaron-he-zhu/aaron-marketing-skills

Use when the user asks to "run my launch day", "build a launch day runbook / war room", or "decide CONTINUE or ROLLBACK after the push"; produces a pre-conditions gate check (launch-readiness-auditor SHIP verdict + the authoritative date in launch-registry — missing either stops the skill), a dated hour-blocked runbook with owners (morning irreversible pushes, daytime monitoring loop, evening consolidation), a forced observation-window verdict after every irreversible action against pre-declared kill criteria, a P0-P3 incident ladder with rollback playbooks, and T-0 status lines for the registry proposal protocol. Not for channel submission content and platform rules — use community-launch-runner; not for media replies — use press-media-relations. 发布日runbook/作战室/观察窗/回滚裁决/发布日指挥

launch-feedback-synthesizer

aaron-he-zhu/aaron-marketing-skills

Use when the user asks to "triage launch feedback", "cluster reviews, comments, and board posts into themes", or "set up a you asked, we shipped loop"; produces a feedback theme digest (frequency, severity, representative quotes per theme), an open→planned→started→completed/declined status loop with duplicate-merge and notification rules, shipped-change announcement material, and a compliant social-proof harvest protocol (never incentivized store reviews). Not for repurposing or amplifying the harvested proof — use content-amplifier; not for executing testimonial outreach threads — use outreach-manager. 反馈分诊/状态环/社证收割/评测合规

launch-film

langchain-ai/design-agent

Direct and produce a 30 s to 3 min launch film, teaser or recreation with helpers, from brief and storyboard approval through parallel acts, reviews, the final render and cut-downs.

launch-formula

guia-matthieu/clawfu-skills

"Turn your marketing into an event that makes people beg to buy before you even release the product Use when: **Launching a new product or course** and want to maximize first-day sales; **Building anticipation** for an upcoming offer instead of \"surprise\" launching; **Growing your email list** while simultaneously warming them up to buy; **Creating urgency without being sleazy** with legitimate scarcity; **Turning skeptics into buyers** through sequenced value delivery"

launch-marketing

liqiongyu/lenny_skills_plus

Plan launch marketing: brief, hook, channel plan, PR kit, measurement plan. See also: shipping-products (release execution).

launch-monitor

aaron-he-zhu/aaron-marketing-skills

Use when the user asks to "monitor my launch", "track our Product Hunt / Hacker News ranking", or "watch the launch window"; runs the T-0 to T+30 window watch — pre-launch instrumentation verification (UTM/event checks, the upstream of RAMP P1), HN rank/points/comments polling with a comments-over-points flamewar early-warning (Estimated heuristic), PH votes/featured status, store charts and reviews, news echo, D0/W1/M1 KPI snapshots vs targets, spike-vs-sustain and owned-capture reads, and alert thresholds against the launch-tier KPI targets. Not for launch-day go/rollback calls — use launch-day-conductor; not for metric deep-dives — use performance-analyzer; not for SEO rank tracking — use rank-tracker. 发布监控/排名轮询/火焰战比/spike-sustain

launch-plan

indranilbanerjee/digital-marketing-pro

Build product launch playbooks. Use when: planning pre-launch, launch day, or post-launch phases.

launch-playbook

borghei/Claude-Skills

>

launch-positioning-builder

gooseworks-ai/goose-skills

>

launch-pruefung

Klotzkette/claude-fuer-deutsches-recht

Vollständige rechtliche Freigabeprüfung eines Produkt-Launches gegen das konfigurierte Prüfrahmenwerk und die betriebliche Risikokalibrierung. Lädt, wenn der Nutzer „Produkt-Launch prüfen\", „CE-Konformität prüfen\", „Markteinführung freigeben\", „produktrechtliche Prüfung\" oder eine Produkt-Launch-Checkliste bzw. ein PRD mit Freigabebedarf nennt.

launch-radar

aaronjmars/aeon

Weekly competitive scan — searches ProductHunt, HN Show HN, and GitHub Trending for product launches matching the operator's startup idea backlog. Flags when someone ships an idea from the list.

launch-readiness

mohitagw15856/pm-claude-skills

Run a comprehensive pre-launch readiness assessment across all functions. Use when asked to assess launch readiness, run a pre-launch review, create a go/no-go recommendation, or check if a product or feature is ready to ship. Produces a function-by-function readiness status, blockers list, risk register, and an explicit Go / Conditional Go / No-Go recommendation.

launch-readiness-auditor

aaron-he-zhu/aaron-marketing-skills

Use when the user asks to "audit our launch plan", "are we ready to launch", or evaluate launch execution/outcomes; runs one typed RAMP preflight, execution, or outcome profile without mixing time horizons. Not for recording launch state — use launch-registry; not for running launch day — use launch-day-conductor. 发布就绪审计/RAMP分阶段评估/发布前放行

launch-registry

aaron-he-zhu/aaron-marketing-skills

Use when the user asks to "log this launch", query a launch date/embargo, record a stage transition, or update submissions/outcomes; curates launch facts through the append-only launches event stream with optimistic revisions and derived dossier/calendar views. Not for RAMP scoring — use launch-readiness-auditor; not for planning tier/window — use launch-tier-planner. 发布台账/发布日历/阶段与禁运期记录

launch-retro-analyzer

aaron-he-zhu/aaron-marketing-skills

Use when the user asks to "run a launch retro / post-mortem", "compare launch results vs targets by channel", or "decide what to keep or kill for the next launch"; produces a structured D1/W1/M1 retrospective — a per-channel actual-vs-target table (UTM-attributed own analytics as the truth column, platform self-reported numbers as reference, every figure labeled Measured / User-provided / Estimated), a 5-Whys chain on the single largest miss, keep / kill / change decisions per channel, 3-5 actionable learnings for the next launch, and an outcome snapshot submitted to the launch registry. Not for return math (CPA / ROI) — use roi-calculator; not for the stakeholder-facing report writeup — use report-generator; not for a metric deep-dive — use performance-analyzer. 发布复盘/渠道归因/5-Whys/keep-kill

launch-review

anthropics/claude-for-legal

>

launch-runbook

rampstackco/claude-skills

Plan and execute a launch runbook covering pre-launch verification, go-live procedures, DNS cutover, post-launch monitoring, and rollback procedures. Use this skill whenever the user is preparing to launch a website or product, planning a DNS cutover, building a go-live checklist, or executing a launch day. Triggers on launch runbook, go-live, launch day, DNS cutover, deploy to production, site launch, product launch, cutover plan, launch checklist, deployment procedure. Also triggers when a launch is approaching and the team needs structured coordination, even if 'runbook' is not explicitly stated.

launch-strategy

alirezarezvani/claude-skills

Plan a product or feature launch: readiness score and a phased plan by channel. Use whenever the user is launching soon, planning a Product Hunt day, beta or waitlist, or asks how to launch.

launch-strategy-v2

diegosouzapw/awesome-omni-skills

Launch Strategy workflow skill. Use this skill when the user needs You are an expert in SaaS product launches and feature announcements. Your goal is to help users plan launches that build momentum, capture attention, and convert interest into users and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

launch-strategy-v3

diegosouzapw/awesome-omni-skills

Launch Strategy workflow skill. Use this skill when the user needs You are an expert in SaaS product launches and feature announcements. Your goal is to help users plan launches that build momentum, capture attention, and convert interest into users and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

launch-tier-planner

aaron-he-zhu/aaron-marketing-skills

Use when the user asks to "plan my launch tier", "how big should this launch be", or "build a launch risk register with kill criteria"; produces a tier decision (Tier 1 flagship all-channel / Tier 2 targeted / Tier 3 changelog-level), a launch-type declaration (new-product / feature / relaunch / partnership with co-marketing split), an effort calibration matrix (tier to channel intensity and asset scope), D0/W1/M1 KPI targets (labeled Estimated), a risk register (likelihood x blast-radius, owners, mitigations, kill criteria / rollback thresholds), and a T-8w to T+4w timeline skeleton. Not for picking the launch date or window — use launch-window-planner; not for creator-channel launch campaigns — use campaign-planner. 发布分级/发布类型/风险登记册/kill criteria

launch-verify-debug

vercel-labs/vercel-openclaw-archived

Launch verification and remote smoke debugging for vercel-openclaw: preflight, queue ping, ensureRunning, chatCompletions, wakeFromSleep, restorePrepared, channelReadiness, NDJSON progress, and vclaw create readiness. Use when launch verification, vclaw create validation, or remote smoke checks fail.

launch-window-planner

aaron-he-zhu/aaron-marketing-skills

Use when the user asks to "pick a launch date", "plan the launch window", or "set the embargo and lift time"; produces a candidate-window comparison table (conflict / tailwind / risk per window) built from industry-event cycles and the competitor launch calendar, a launch-week vs rolling-release format call, store-review buffer padding (labeled Estimated), and an embargo window definition (lift moment + timezone) submitted to the launch registry as a candidate. Not for judging the cultural moment itself — use trend-spotter; not for launch-day execution — use launch-day-conductor. 发布择时/发布窗口/竞品日历/禁运期窗口/审核缓冲

launch-your-agent

anthropics/launch-your-agent

Help a technical founder build whatever they want on Claude Managed Agents — an internal worker, a piece of their product, a customer-facing agent. Find out what they want to build, scope a v0, launch it in their account, grade it, iterate, and (if it should run on a clock) put it on a scheduled deployment, with everything bigger laid out as v1/v2. Use when a founder says "launch my agent", "/launch-your-agent", "build me a managed agent", or wants to build something on CMA. Keywords: managed agents, CMA, founder, launch, scheduled deployment, outcome rubric.

launchdarkly

TerminalSkills/skills

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LaunchDarkly Automation

ComposioHQ/awesome-claude-skills

"Automate LaunchDarkly feature flag management -- list projects and environments, create and delete trigger workflows, and track code references via the Composio MCP integration."

launching-evals

NVIDIA/skills

Run, monitor, analyze, and debug LLM evaluations via nemo-evaluator-launcher. Covers running evaluations, checking status and live progress, debugging failed runs, exporting artifacts and logs, and analyzing results. ALWAYS triggers on mentions of running evaluations, checking progress, debugging failed evals, analyzing or analysing runs or results, run directories or artifact paths on clusters, Slurm job issues, invocation IDs, or inspecting logs (client logs, server logs, SSH to cluster, tail logs, grep logs). Do NOT use for creating or modifying evaluation configs.

launchworthy

Wunderlandmedia/launchworthy

Production readiness audit that turns a demo into a real product. Built for apps shipped fast with AI coding tools (Lovable, Bolt, v0, Cursor, Claude Code). Auto-detects your stack and audits 5 domains (Frontend, Backend & Data, Auth & Security, Infrastructure, Operations), then produces a scored scorecard and a prioritized punch list with exact file paths and copy-paste fixes. Use before you go live, or on an app that is already live, when the user says "harden this", "is this production ready", "is this safe to launch", "will this survive real users", "audit my app", "turn this into a product", "production audit", "is my supabase secure", or wants to go from demo to production.

lavarage

sendaifun/skills

Lavarage Protocol — leveraged trading on Solana for any SPL token. Open long/short positions on crypto, memecoins, RWAs (stocks like OPENAI, SPACEX), commodities (gold), and hundreds of other tokens with up to 12x leverage. Permissionless markets — if a token has a liquidity pool, it can be traded with leverage.

lay-press-release-writer

aipoch/medical-research-skills

Transform academic papers into university press releases for general.

lay-summary-for-cross-disciplinary-teams

aipoch/medical-research-skills

>-

lay-summary-gen

aipoch/medical-research-skills

Converts complex medical abstracts into plain language summaries for.

layered-reasoning

lyndonkl/claude

Structures thinking across multiple abstraction levels (30,000 ft strategic, 3,000 ft tactical, 300 ft operational) while maintaining consistency between layers. Guides through top-down decomposition, bottom-up aggregation, cross-layer translation, and constraint propagation. Use when reasoning across multiple abstraction levels, designing systems with hierarchical layers, explaining concepts at different depths, maintaining consistency between principles and implementation, or when users mention 30,000-foot view, layered thinking, abstraction levels, top-down design, or strategy-to-execution alignment.

layui-vue3

partme-ai/full-stack-skills

"Provides comprehensive guidance for Layui Vue component library including components, layer dialogs, and utilities. Use when the user asks about Layui Vue, needs to use Layui components in Vue 3, or implement UI components."

lbo-model

NousResearch/hermes-agent

Build leveraged buyout models in Excel — sources & uses, debt schedule, cash sweep, exit multiple, IRR/MOIC sensitivity. Pairs with excel-author. Use for PE screening, sponsor-case valuation, or illustrative LBO in a pitch.

lbo-model

anthropics/financial-services

This skill should be used when completing LBO (Leveraged Buyout) model templates in Excel for private equity transactions, deal materials, or investment committee presentations. The skill fills in formulas, validates calculations, and ensures professional formatting standards that adapt to any template structure.

lca-deepagents

langchain-ai/lca-tutors

Active, Socratic teacher for the LangChain Academy Deep Agents course — drives the student through the curriculum with a calibrated interaction density, explain-then-check dialogue at load-bearing moments, and misconception-targeted questioning

lck-analytics

NomaDamas/k-skill

Riot 공식 LoL Esports 데이터와 Oracle's Elixir 스타일 historical 데이터로 LCK 경기 결과, 현재 순위, live turning point, 밴픽 matchup/synergy, patch meta, 팀 파워 레이팅을 조회한다.

lcx-contribute-bug-fix

code-yeongyu/oh-my-openagent

Contribute a verified bug fix for LazyCodex, lazycodex-ai, omo-codex, bundled Codex skills, or upstream Codex CLI bugs. Opens a fork PR only for upstream openai/codex; LazyCodex-owned defects become a verified-fix issue on code-yeongyu/lazycodex (never a PR — that repo is a generated distribution mirror). Use when the user asks to fix a bug, contribute a bug fix, contribute to fix bug, open a PR for a bug, or debug and PR a LazyCodex/Codex defect.

lcx-doctor

code-yeongyu/oh-my-openagent

Diagnose LazyCodex and Codex CLI installation health against the latest sources. Use whenever the user asks for a doctor or health check, says LazyCodex, lazycodex-ai, omo-codex, or Codex behaves oddly after an install, update, or config change, suspects a stale, drifted, or broken setup, or wants the local install audited and compared with the latest LazyCodex and Codex code.

lcx-report-bug

code-yeongyu/oh-my-openagent

Create a high-signal bug issue or PR in the repo that owns the defect. Use this whenever the user asks to report, file, open, or triage a LazyCodex, lazycodex-ai, omo-codex, Codex plugin, or upstream Codex CLI bug, especially when they need source-backed root cause, reproduction steps, fix guidance, and GitHub routing.

ldap-injection

wgpsec/AboutSecurity

LDAP 注入检测与利用。当目标有 LDAP 认证入口（企业登录/SSO/统一认证）、发现 389/636/3268/3269 端口、URL 参数中出现 uid/cn/ou/dc 等 LDAP 属性名、或后端使用 LDAP 进行用户查询时使用。LDAP 注入与 SQL 注入思路类似但语法不同——通过注入 LDAP 搜索过滤器操作符来绕过认证或提取数据。在域环境和企业内网中常见，与 AD 域攻击配合可以获取域用户凭据。发现任何 LDAP 相关入口、Active Directory 集成认证、或 LDAP 查询参数时都应使用此 skill

ldap-pentesting

wgpsec/AboutSecurity

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lead_compound_optimization

InternScience/scp

Lead Compound Optimization - Optimize a lead compound: validate SMILES, compute drug-likeness, predict ADMET properties, and check ChEMBL bioactivity. Use this skill for medicinal chemistry tasks involving is valid smiles calculate mol drug chemistry pred molecule admet search activity. Combines 4 tools from 3 SCP server(s).

lead-discovery

gooseworks-ai/goose-skills

Orchestrator that runs first for lead generation requests. Gathers business context via website analysis or questions, identifies competitors, builds ICP, and routes to signal skills with pre-filled inputs.

lead-enrichment

tech-leads-club/agent-skills

When the user wants to build data enrichment workflows, score leads against ICP, set up Clay waterfalls, or improve contact data quality. Also use when the user mentions 'enrichment,' 'data enrichment,' 'Clay,' 'waterfall enrichment,' 'ICP scoring,' 'lead scoring,' 'intent data,' 'contact verification,' 'Apollo,' 'ZoomInfo,' or 'data quality.' This skill covers lead enrichment waterfalls, ICP scoring frameworks, and contact verification systems. Do NOT use for technical implementation, code review, or software architecture.

lead-finder

anthropics/knowledge-work-plugins

>

lead-generation-and-demand

manojbajaj95/claude-gtm-plugin

Comprehensive B2B demand generation and lead acquisition skill. Use when building lead generation systems, creating demand acquisition campaigns, optimizing CAC, designing lead magnets, conducting lead research, or planning multi-channel demand strategies. Covers ICP definition, funnel strategy, channel optimization, lead scoring, attribution, and pipeline generation for B2B SaaS.

lead-import

indranilbanerjee/digital-marketing-pro

Import leads into CRM. Use when: loading leads from forms, CSV, or manual entry with deduplication and scoring.

lead-intelligence

affaan-m/ECC

AI-native lead intelligence and outreach pipeline. Replaces Apollo, Clay, and ZoomInfo with agent-powered signal scoring, mutual ranking, warm path discovery, source-derived voice modeling, and channel-specific outreach across email, LinkedIn, and X. Use when the user wants to find, qualify, and reach high-value contacts.

lead-magnet-design

rampstackco/claude-skills

Designing lead magnets that earn the email. The discipline of building gated content (ebooks, templates, checklists, swipe files, mini-courses, free tools) that delivers genuine standalone value while qualifying the lead and warming them for what comes next. Honest about thin-bait (overpromises, underdelivers), kitchen-sink-resource (everything, helps with nothing), and earned-value-magnet (delivers standalone value while qualifying the lead). Triggers on lead magnet, gated content, opt-in offer, ebook, checklist, template, swipe file, mini-course, free tool, content upgrade, freebie, opt-in, list-building offer. Also triggers when an audience is being asked for an email and the offer attached to that ask needs design discipline, when previous lead magnets converted but did not produce qualified leads, or when a lead magnet is being scoped for the first time.

lead-magnets

mkurman/zorai

When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated content," "content upgrade," "downloadable," "ebook," "cheat sheet," "checklist," "template download," "opt-in," "freebie," "PDF download," "resource library," "content offer," "email capture content," "Notion template," "spreadsheet template," or "what should I give away for emails." Use this for planning what to create and how to distribute it. For interactive tools as lead magnets, see free-tool-strategy. For writing the actual content, see copywriting. For the email sequence after capture, see email-sequence.

lead-magnets

coreyhaines31/marketingskills

When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated content," "content upgrade," "downloadable," "ebook," "cheat sheet," "checklist," "template download," "opt-in," "freebie," "PDF download," "resource library," "content offer," "email capture content," "Notion template," "spreadsheet template," "what should I give away for emails," "course as a skill," or "package our content as an agent skill." Use this for planning what to create and how to distribute it. For interactive tools as lead magnets, see free-tools. For writing the actual content, see copywriting. For the email sequence after capture, see emails.

lead-magnets-v2

diegosouzapw/awesome-omni-skills

Lead Magnets workflow skill. Use this skill when the user needs Plan and optimize lead magnets for email capture and lead generation. Use when designing gated content, checklists, templates, downloadable resources, or other offers that convert visitors into subscribers and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

lead-mining

aAAaqwq/AGI-Super-Team

面向中国大陆市场的企业线索采集模块。用于从公开渠道收集目标企业名单、联系人线索、基础画像与来源证据，适用于获客名单搭建、首轮BD筛选与渠道验证。

lead-qualification

gooseworks-ai/goose-skills

>

lead-qualification-bant

guia-matthieu/clawfu-skills

Qualify leads using the BANT framework (Budget, Authority, Need, Timeline) with discovery questions and scoring criteria

lead-qualification-meddic

guia-matthieu/clawfu-skills

Qualify enterprise opportunities using MEDDIC/MEDDPICC framework for complex B2B sales cycles

lead-research-assistant

ComposioHQ/awesome-claude-skills

Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.

lead-researcher

borghei/Claude-Skills

>

lead-routing-rules

Significant-Gravitas/skills-catalog

Write lead routing rules that cover every case once, with a fallback and an owner.

lead-scoring

mkurman/zorai

When a founder needs to qualify inbound leads, define their ICP, build a lead scoring model, set MQL criteria, or route prospects through pipeline stages. Activate when the user mentions lead scoring, ICP, MQL, SQL, lead qualification, inbound leads, or pipeline design.

lead-scoring-model

OneWave-AI/claude-skills

Builds a custom lead scoring model for a business. Takes ICP definition, historical win/loss data, CRM export. Analyzes which attributes correlate with closed-won deals. Generates lead-scoring-model.md with scoring dimensions, point values, thresholds, CRM implementation guide, and validation methodology. Can also score a batch of current leads against the model.

lead-triage

anthropics/knowledge-work-plugins

Score and route an inbound lead, or rank a backlog of leads, against your ICP and qualification framework, then recommend a priority and next action. Use when the user asks "triage this lead", "triage my leads", "rank my lead backlog", "is [company] a good lead", "qualify [lead]", or pastes or uploads lead info.

leaderboard-dynamics-analysis

yogsoth-ai/de-anthropocentric-research-engine

Analyze leaderboard score distributions, compression, selective reporting

leaderboard-harvesting

yogsoth-ai/de-anthropocentric-research-engine

Systematically collect performance data from platforms and papers

leadership-change-outreach

gooseworks-ai/goose-skills

>

leadfeeder-automation

ComposioHQ/awesome-claude-skills

"Automate Leadfeeder tasks via Rube MCP (Composio). Always search tools first for current schemas."

leadoku-automation

ComposioHQ/awesome-claude-skills

"Automate Leadoku tasks via Rube MCP (Composio). Always search tools first for current schemas."

leaflet

TerminalSkills/skills

>-

lean-analytics

wondelai/skills

Choose and audit startup metrics using Croll and Yoskovitz''s "Lean Analytics". Use when the user mentions "what metrics should we track", "KPIs", "north star metric", "One Metric That Matters (OMTM)", "vanity metrics", "analytics dashboard", "DAU/MAU", "churn benchmark", or "measure product-market fit". Also trigger when choosing metrics for a startup or feature, auditing a dashboard for vanity metrics, setting metric targets and baselines, or instrumenting a product by business model and stage. Covers good-vs-vanity metrics, the One Metric That Matters, metrics by business model, the five startup stages, and benchmarks. For the build-measure-learn loop, see lean-startup. For fixing activation and retention, see improve-retention.

lean-canvas

phuryn/pm-skills

Generate a Lean Canvas with problem, solution, metrics, cost structure, UVP, unfair advantage, channels, segments, and revenue. Use when exploring a lean startup canvas, testing a business hypothesis, or modeling a new venture.

lean-code-cleanup

huggingface/paperswithcode

Find and remove code that makes a codebase larger or harder to maintain without adding value. Use this skill whenever the user asks to clean up code, make code leaner or more concise, reduce bloat, remove unused or obsolete code, simplify overbuilt implementations, prune stale compatibility paths, or run a regular cleanup pass across a repo or folder. Trigger even if the user phrases it casually, such as "tidy this up", "trim dead code", "make this less bloated", or "look for stuff we can delete".

lean-comments

github/awesome-copilot

Audits, writes, and refines maintained first-party source-code comments and declaration-level documentation across languages. Use when adding, editing, reviewing, cleaning up, or auditing comments, doc comments, docstrings, TODO, FIXME, NOTE, suppressions, or other source commentary, including while modifying code and deciding whether a comment is warranted at all. Defaults to no comment unless it preserves meaningful, non-obvious information that cannot reasonably be recovered from the code or nearby repository context.

lean-startup

wondelai/skills

Design MVPs, validated learning experiments, and pivot-or-persevere decisions using Build-Measure-Learn. Use when the user mentions "MVP scope", "validated learning", "pivot or persevere", "vanity metrics", "test assumptions", "innovation accounting", "build-measure-learn", "minimum viable experiment", "should we pivot", "test a business idea cheaply", or "build the smallest version first". Also trigger when deciding what to include in a first version, measuring startup progress, or evaluating whether to change direction on a product bet. Covers innovation accounting and actionable metrics. For 5-day prototype testing, see design-sprint. For customer motivation analysis, see jobs-to-be-done.

lean-ux

wondelai/skills

Apply lean thinking to UX: hypothesis-driven design, collaborative sketching, and rapid experiments instead of heavy deliverables. Use when the user mentions "Lean UX", "design hypothesis", "outcome over output", "design studio method", "assumption mapping", "lightweight research", "too much design documentation", or "get the team designing together". Also trigger when reducing design-documentation overhead, getting cross-functional teams to co-design, or running fast usability experiments. Covers hypothesis statements, MVPs for UX, and cross-functional collaboration. For Build-Measure-Learn, see lean-startup. For usability audits, see ux-heuristics.

lean-ux-canvas

deanpeters/Product-Manager-Skills

Guide teams through Lean UX Canvas v2. Use when framing a business problem, surfacing assumptions, and defining what to learn next.

lean4-memories

elizaOS/eliza

This skill should be used when working on Lean 4 formalization projects to maintain persistent memory of successful proof patterns, failed approaches, project conventions, and user preferences across sessions using MCP memory server integration

lean4-theorem-proving

elizaOS/eliza

Use when working with Lean 4 (.lean files), writing mathematical proofs, seeing "failed to synthesize instance" errors, managing sorry/axiom elimination, or searching mathlib for lemmas - provides build-first workflow, haveI/letI patterns, compiler-guided repair, and LSP integration

learn

nanocoai/nanoclaw

Distill a reusable skill from anything — a directory, a URL, pasted notes, or what you just did together — or refine an existing skill with new learnings. Use when the user says '/learn', 'learn this', 'turn this into a skill', 'capture this workflow', 'make a skill from <source>', or 'improve/update the <name> skill'. Produces or updates a .claude/skills/<name>/SKILL.md authored to NanoClaw's skill guidelines. (This CREATES or REFINES a skill from a source; it does not install existing skills from a registry.)

learn-anything-skill

read2017/learn-anything-with-AI

面向“学习任何知识”的通用导师型 skill。用于用户想学习新主题、制定学习计划、整理学习笔记、做课后复盘、生成项目任务书、做掌握度检查，或希望基于自己资料与外部权威资料进行中文导师式陪学时。默认采用“导师 + 项目教练”模式，以项目驱动和 Mastery Learning 推进；当用户未提供资料时，主动查找官方文档、原始资料、经典教材、权威机构材料与最佳实践，并区分事实依据与建议判断。

learn-codebase

thedotmack/claude-mem

Prime a codebase by reading every source file in full. Use when starting work on a new or unfamiliar project, or when the user asks to "learn the codebase", "read the codebase", "prime", or "get up to speed".

learn-from-session

doodledood/manifest-dev

Analyze Claude Code sessions to learn what went right/wrong and suggest high-confidence improvements to skills. Use when asked to analyze a session, learn from a session, or review workflow effectiveness.

learn-rule

rohitg00/pro-workflow

Capture a correction or lesson as a persistent learning rule with category, mistake, and correction. Stores, categorises, and retrieves rules for future sessions. Use after mistakes or when the user says "remember this", "don't forget", "note this", or "learn from this".

learner

tranhieutt/software_development_department

Turns real agent failures, repeated prompts, team-specific workflows, and durable project lessons into better SDD skills or memory entries. Use when the user asks to create/update/refine skills, extract reusable lessons, improve skill routing, encode team process, or save patterns for future sessions.

learning-assessor

partme-ai/full-stack-skills

"Create learning assessments including quizzes, exams, rubrics, and evaluation criteria aligned with learning objectives. Supports multiple question types, difficulty levels, and learning analytics. Use when the user asks to create quizzes, design tests, build grading rubrics, evaluate student learning, or generate assessment questions."

learning-coach

chrichuang218/ai-learning-coach

中文高级私人学习教练。用户说“开始学习 X”“继续/下一课”“学完了”“记录进度/打卡”“我学到哪了/还要多久”，正在通过真实项目、源码、作品、题目或任务学习编程、Agent、写作、语言、考试、研究或职业技能，或对具体概念和材料连续追问时使用。触发后主动读取学习现场、学习记录、进度、用户背景和真实材料，替用户选择最近发展区与入口，一次只给一个动作或问题，并用解释、实践、反馈和迁移证据推进掌握。不要让用户先设计课程、选择材料或填写长问卷；只有方向取舍本身尚未解决且会造成明显浪费时，才交给 focus-coach。

learning-harvest

techygarg/lattice

Manage the operational learnings lifecycle — load prior learnings to inform current work, harvest new patterns worth preserving, and keep the document tight over time. Provides a protocol for accumulating actionable patterns from practice that complement standards and defaults. Use when a workflow session completes and produced insights worth persisting, when starting a session that should benefit from prior patterns, or when the user says 'harvest learnings', 'what have we learned', 'capture this pattern', 'tighten learnings', 'compress learnings', or 'operational learnings'.

learning-material

modu-ai/cowork-plugins

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learning-notes-automation

chubbyguan/chubbyskills

学习笔记自动化：视频/播客转录 → 知识点提取 → 闪卡生成 → 知识图谱更新。触发词：学习笔记、闪卡、Anki、知识提取、视频学习

learning-opportunities

tech-leads-club/agent-skills

Facilitates deliberate skill development during AI-assisted coding. Offers interactive learning exercises after architectural work (new files, schema changes, refactors). Use when completing features, making design decisions, or when user asks to understand code better. Triggers on "learning exercise", "help me understand", "teach me", "why does this work", or after creating new files/modules. Do NOT use for urgent debugging, quick fixes, or when user says "just ship it".

learning-project

modu-ai/cowork-plugins

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learning-quality

closedloop-ai/claude-plugins

Structured format for capturing high-quality learnings during ClosedLoop runs

learning-tutoring

aipoch/medical-research-skills

Learning tutoring planning and content production skill for creating study plans, generating exercises, writing answer explanations, and providing review/adjustment guidance; triggered by requests like “study plan”, “exercise set/question bank”, “answer analysis”, “error analysis”, “exam prep plan”, or “spaced/periodic review schedule”.

leave-tracker

anthropics/claude-for-legal

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ledger

simota/agent-skills

Optimizing FinOps and cloud costs. Cost estimation from IaC, right-sizing, RI/SP recommendations, anomaly detection, budget alerts, AI/GPU workload cost analysis. Use when forecasting cloud spend, optimizing instance/reservation mix, designing budget alerts, or modeling AI/GPU economics.

ledger-disposition

microsoft/amplifier-bundle-converge

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lefthook

TerminalSkills/skills

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