Productivity
Productivity agent skills automate everyday work: task management, email drafting, calendars, note-taking systems, and personal workflows. Each is a small SKILL.md file your AI agent applies automatically when your request matches what the skill does.
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marielynneblock Skill Feature Engineering And Leakage Checks[TODO] Define the specific workflow this skill standardises, including default libraries, quality checks, and expected deliverables.
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marielynneblock Skill Performance Review WriterDraft performance reviews, self-assessments, peer reviews, and upward feedback in your own voice. Analyses your contributions, emails, and meeting history via WorkIQ, then produces honest, impact-focused drafts using the STAR format. USE FOR: write my performance review, draft self-assessment, peer review, 360 feedback, annual review, mid-year review, upward feedback, write review for colleague, performance appraisal.
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marielynneblock Skill Experiment Tracking And Reproducibility[TODO] Define the specific workflow this skill standardises, including default libraries, quality checks, and expected deliverables.
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marielynneblock Skill Scikit Learn Pipelines And Column Transformers[TODO] Define the specific workflow this skill standardises, including default libraries, quality checks, and expected deliverables.
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event4u-app Skill Merge ConflictsUse when the user has merge conflicts or says "resolve conflicts". Understands conflict markers, resolution strategies, and verification workflow.
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event4u-app Skill Laravel SchedulingUse when configuring Laravel task scheduling — cron expressions, frequency helpers, overlap prevention, maintenance mode, or output handling.
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event4u-app Bundle Monorepo WorkspaceUse to orient in a monorepo — which package manager, which workspaces, which task runner and its tasks — derived from the repository's own config and the runner's own listing, never guessed.
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event4u-app Skill Sequential ThinkingStructured step-by-step problem decomposition and iterative analysis; explicit request only, never for regular coding tasks, and at most once per task.
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event4u-app Bundle Overbuild Review LensUse when a diff builds more than the task needs — code that should not exist, a dependency the platform already covers, or a clever form where a flat one reads better. Deletion-hunting, not quality.
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event4u-app Skill Data Handling JudgmentUse when classifying data, setting retention, judging cross-border transfer, or shaping DSR workflow. Triggers on 'how long do we keep this', 'can this data go to the US'.
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event4u-app Bundle Developer Like ExecutionUse when implementing, debugging, refactoring, or reviewing code — enforces the think → analyze → verify → execute workflow — even when the user just says 'implement X' without naming it.
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event4u-app Skill Module Detect On The FlyWhen editing a module-shaped path (`Modules/*`, `packages/*`, `apps/*`) while `modules.enabled` is false — asks once to enable it; also the project/stack + task-runner detection reference.
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event4u-app Skill Learning To Rule Or SkillUse when a repeated learning, mistake, or successful pattern should be turned into a new rule or skill. Also use after completing a task to capture learnings from the work.
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xjli360 Bundle Sealeap Pixiu Amazon Operator Review AI Workflow聚焦AI 工作流、五点描述、卖家精灵的 Amazon 跨境经营复盘。在需要将经验判断转成可验证的问题,识别适用前提、替代解释和可迁移的经营动作时使用;根据当前业务问题选择证据卡,避免加载无关主题。
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xjli360 Bundle Sealeap Zhuque Amazon Ad Diagnostics AI Workflow聚焦AI 工作流、图片与视频、站外流量的 Amazon 广告诊断与实验。在需要区分流量、零售承接和经济性问题,形成有样本依据的调整建议及受控实验时使用;根据当前业务问题选择证据卡,避免加载无关主题。
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xjli360 Bundle Sealeap Xiezhi Amazon Seasonal Portfolio CalendarBuild a year-round Amazon portfolio calendar around seasonal, holiday, social-event, and bulk-purchase demand. Use when a team wants diversified monthly peaks instead of dependence on one evergreen hero ASIN.
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xjli360 Bundle Sealeap Xuanwu Amazon Reference Price Promotion PlanPlan Amazon promotions around current reference-price eligibility, price history, contribution margin, and marketplace-specific rules. Use before Deals, coupons, or event pricing when a team needs an auditable calendar without manipulating price history.
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xjli360 Bundle Sealeap Yinglong Amazon Operator Review AI Workflow聚焦AI 工作流、用户画像、运营工具的 Amazon 跨境经营复盘。在需要将经验判断转成可验证的问题,识别适用前提、替代解释和可迁移的经营动作时使用;根据当前业务问题选择证据卡,避免加载无关主题。
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swan-gtm Bundle Reply Pull GateUse this skill when scoring an outbound draft before it sends, and when writing a cold or re-engagement touch that has to earn a reply from someone who owes you nothing. Produces a verdict, SEND or SEND BACK, with the named rewrite when it fails. Clean is table stakes; this scores pull. Trigger phrasings: "review this cold email", "score this draft", "is this good enough to send", "why is nobody replying", "this reads clean but forgettable", "our reply rate is flat", "write the subject line".
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swan-gtm Skill Sdr Master PromptsUse this skill when training an AI assistant for sales or SDR messaging, building an SDR chatbot, writing lead follow-up messages by lead status (form filled, meeting booked, missed call), or creating consistent short high-conversion messaging guidelines for email, LinkedIn, and WhatsApp.
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swan-gtm Bundle Call Kpi ScoringUse this skill after a sales call — coaching a rep, judging whether a call moved the deal forward, or producing a scorecard on how the conversation actually went — call scoring, call quality, call coaching, call KPIs, talk ratio, question rate, monologue length, engagement score. Different from a behavior-based scorecard: this measures nine largely quantitative KPIs (talk-to-listen ratio, question rate, longest monologue, talking speed, engagement, sentiment, agenda set, next steps, next meeting scheduled) directly from the call itself, plus a tenth narrative one (improvement tips). Input: a call transcript, a raw audio file, or a live connection to a call-recording/conversation-intelligence system (required — one of the three); always recomputes every metric from the source material rather than trusting a connected system's own numbers. Classifies the call's type from its content first, scores each KPI against a type-specific target band where one exists, and groups the KPIs into conversation-quality and for
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swan-gtm Skill Prospect To OutreachUse this skill to go from a target-audience description to reviewed Gmail drafts in one pass: Lusha finds and verifies the contacts, a personalized email is written per contact grounded in their verified profile, and the drafts land in your inbox for review and send. Nothing is drafted for a list you have not approved, and nothing sends itself. Requires Lusha and Gmail connections.
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swan-gtm Skill Email 1 Variations 7Use this skill when crafting the first email in a sequence, testing different opening structures, or building complete email cadences. Seven Email 1 variations from the Frontal core framework — observation, question, poke-the-bear, trigger, stat, and role-pain openers — plus Email 2 and Email 3 templates.
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swan-gtm Bundle Outreach ExecutionUse this skill when a signal, account list, or named contact needs outreach — it loads sender voice and past approved messages, picks the right path for the situation, and drafts a multi-step sequence anchored on a real hook. It encodes production sender-assignment and approval rails: tiered senders, automatic executive multi-threading on large accounts, and a hard rule that AI-drafted sequences to senior executives are never auto-sent. Every sequence is staged with a written rationale for human approval, and approved copy feeds back into the voice library. Includes references for email/LinkedIn/breakup frameworks and objection handling.
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swan-gtm Skill Clay Buying Signals 5Use this skill when setting up signal-based Clay tables, prioritizing outreach triggers, or building intent-based campaigns — 5 buying signals for Clay workflows with performance benchmarks and workflow tips.
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swan-gtm Bundle Clay Enrichment 9stepUse this skill when building enrichment workflows, setting up Clay tables, or maximizing data quality — the complete 9-step Clay enrichment workflow for 90%+ data coverage plus 58 Clay templates across 8 categories.
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swan-gtm Skill Cold Email 4 SequenceUse this skill when building cold email campaigns, creating outreach sequences, or structuring a multi-touch cadence for B2B prospecting. Covers the standard 4-email sequence — trigger-based opener, pain/KPI email, delegation ask, break-up — plus timing, structure checklist, and BTL/ATL length rules.
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swan-gtm Bundle Cold Email StrategistUse this skill when writing or fixing cold email — first-touch and follow-up sequences, re-engagement, subject lines, personalization at scale, ATL/BTL messaging, copywriting frameworks, deliverability, domain warmup, SPF/DKIM/DMARC, and email infrastructure. Triggers on 'cold email', 'email sequence', 'deliverability', 'warmup', 'bounce rate', 'inbox placement', 'email template', 'follow-up email', 'outbound email', 'subject line', 'personalization', 'email copy'.
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swan-gtm Skill Josh Braun CopywritingUse this skill when refining email copy, improving message quality, or reviewing outreach for common mistakes. Josh Braun's five cold email principles — write with an eraser, be cheeky, be specific, use loss aversion — plus personalization do's and don'ts.
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swan-gtm Bundle Give First Cold EmailThe skill for writing a proper cold email, for any product or service. Use it whenever a cold email needs writing and the usual asks are getting ignored. Triggers: "write my cold email", "nobody books from my outbound", "what should my CTA be", "make this email give value", "turn my offer into a cold email", "make my offer stronger". Takes the sender's actual offer and produces casual, founder-signed emails that earn the reply one of two ways: give the prospect a piece of the result up front (a finding, a mini tool, a done-for-them artifact), or make the offer so good that saying yes is the prospect's only job. Never just a call ask.
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swan-gtm Skill Customer Health ActionsUse this skill to run a customer book through the full health workflow: Lusha scans expansion and renewal-risk signals, each customer is classified (READY, WARM, HIGH RISK, MIXED-STATE, STABLE), and a role-specific Gmail draft is prepared for every account that needs action - expansion outreach for READY, executive escalation for HIGH RISK. Drafts are created only after you approve the list, and nothing sends itself. Requires Lusha and Gmail connections.
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swan-gtm Bundle Content De Slop AIUse this skill when an AI-assisted draft is about to publish or send: a blog post, a feed post, a newsletter, a landing page, a cold email, a case study, or a sequence step. Produces the same copy with the machine tells removed, the vague claims made concrete, and a detection battery passed before it ships. Covers de-slopping AI content, humanizing AI writing, killing the "this isn't X, it's Y" flip, stripping em dashes and hedging stacks, replacing generic claims with verifiable specifics, and matching an author's real voice.
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swan-gtm Bundle Cold Email Templates 34Use this skill when building email campaigns, looking for proven cold email templates, or expanding an outreach playbook. A library of 34 templates — 23 first touch, 4 follow-up, 4 re-engagement — with reply-rate data, top performers, and key template principles.
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swan-gtm Skill Stage Aware Follow UpUse this skill when a live deal needs its next touch and the right move isn't obvious — a prospect replied warm but never booked, a call happened and the thread went quiet, a proposal or agreement is out and unsigned, a booked meeting was a no-show, or the deal has gone cold. Produces the exact next message plus the date and hook of the touch after it, so no warm thread is left un-dated. Trigger phrasings: "follow up with", "they replied but never booked", "chase the booking", "they ghosted", "agreement sent, no response", "what do I send next", "the thread went quiet", "post-call email", "they no-showed", "re-engage this deal".
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swan-gtm Skill Email Writing FrameworksUse this skill when writing cold emails, structuring outreach messages, or choosing the right framework for an ICP. Five proven frameworks — Do the Maths, Short-Trigger, Challenge of Similar Companies, Neutral Insight, and Leader Responsibilities — with structures and when to use each.
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swan-gtm Skill Newsletter FormatUse this skill whenever someone wants to build a newsletter that attracts high-ticket clients, design their newsletter structure, create an analysis-style newsletter, or position themselves as an expert through weekly breakdowns. Also triggers on phrases like "design my newsletter format," "newsletter format for getting clients," "build my newsletter system," "analysis newsletter," "breakdown newsletter," or "how do I use my newsletter to attract clients." Designs a high-converting newsletter format from scratch using the $10,000 Newsletter Format framework — the system Daniel used to land multiple 4 & 5-figure clients from a list under 1,000 subscribers. Walks the user through all 8 steps — choosing their signature asset, building a breakdown framework, creating a value proposition, naming the newsletter, finding examples, creating an email template, writing their first issue, and setting up their publishing system.
Frequently asked questions
What are Productivity agent skills?
Productivity agent skills automate everyday work: task management, email drafting, calendars, note-taking systems, and personal workflows. Each is a small SKILL.md file your AI agent applies automatically when your request matches what the skill does.
Which Productivity skills are most installed?
Popular Productivity skills on SkillMD right now include feature-engineering-and-leakage-checks, performance-review-writer, experiment-tracking-and-reproducibility. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Productivity skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.