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Claude Skills by mohitagw15856
github.com/mohitagw158562,747 skills66 installs2,935 views
- Prompt Library BuilderBuild a personal library of reusable prompts for the things you ask AI again and again — so you stop rewriting the same request from scratch. Use when asked help me build a prompt library, save my best prompts, I keep writing the same prompts, or organize my AI prompts. Produces a captured set of your recurring AI tasks turned into reusable, parameterized prompt templates, an organization scheme so you can find them, guidance on what makes a prompt reusable (clear role, inputs, output format)...Votes: 0GitHub stars: 1,330
- Run An Agent TeamDesign a small team of AI agents to tackle a complex task in parallel — who does what, how they hand off, and how to keep them coordinated — instead of one overloaded agent doing everything serially. Use when asked how do I use multiple AI agents, set up an agent team, orchestrate agents for, or run agents in parallel. Produces a decomposition of the task into agent roles, a coordination pattern (parallel vs sequential, how outputs combine), the context each agent needs (and what to keep isol...Votes: 0GitHub stars: 1,330
- Spot Ai MistakesLearn to recognize where and how AI tends to go wrong — the specific failure patterns — so you catch its mistakes on sight instead of getting burned by confident errors. Use when asked how do I know when AI is wrong, what are AI's common mistakes, how do I catch AI errors, or where does AI mess up. Produces the failure patterns most relevant to how you use AI (hallucinated facts, fake citations, outdated info, sycophancy, math slips, missed nuance), the tells that give each away, a quick chec...Votes: 0GitHub stars: 1,330
- Agent SpecSpecify an autonomous or tool-using AI agent before building it. Use when asked to design an AI agent, define an agent's tools and guardrails, scope what an agent is allowed to do, or write an agent spec/PRD. Produces an agent spec — goal & scope, tools with permissions, the control loop, guardrails & approval gates, memory, escalation/handoff, evaluation, and failure handling.Votes: 0GitHub stars: 1,330
- Ai Feature PrdWrite a PRD for an AI-powered feature, covering the things normal PRDs miss. Use when asked to spec an AI/LLM feature, write a PRD for a feature that uses a model, or plan an AI capability (assistant, summarizer, generator, classifier). Produces an AI feature PRD — problem & UX of uncertainty, model approach, eval criteria, guardrails, fallback behaviour, the data flywheel, and cost/latency budget.Votes: 0GitHub stars: 1,330
- Dataset DatasheetDocument a dataset so others know what it is, how it was made, and when not to use it. Use when asked to write a datasheet for a dataset, document training/eval data, or assess whether a dataset is fit for a use. Produces a datasheet — motivation, composition, collection process, preprocessing, recommended uses & limits, distribution, and maintenance.Votes: 0GitHub stars: 1,330
- Eval Rubric DesignerDesign a scoring rubric and LLM-as-judge prompt to evaluate the quality of an AI feature's output. Use when asked to create an eval rubric, define quality dimensions, build an LLM judge, or decide how to measure whether AI output is good. Produces a rubric with weighted dimensions and concrete 1–5 anchors, a ready-to-run judge prompt, a labelling guide, and notes on judge reliability.Votes: 0GitHub stars: 1,330
- Llm Guardrails SpecSpecify the safety and reliability guardrails for an LLM feature before it ships. Use when asked to define LLM guardrails, add safety controls to an AI feature, prevent prompt injection or jailbreaks, or harden a chatbot/agent against misuse. Produces a guardrails spec — threats, input/output controls, refusal and escalation policy, logging, and a red-team test set — mapped to where each control runs.Votes: 0GitHub stars: 1,330
- Model CardDocument a deployed ML/AI model so others can use it responsibly. Use when asked to write a model card, document a model's intended use and limitations, or prepare an AI model for review/launch. Produces a complete model card — intended use, training data, evaluation metrics across slices, limitations, ethical considerations, and a deployment checklist.Votes: 0GitHub stars: 1,330
- Model Selection AdvisorChoose the right LLM for a task by trading off quality, cost, latency, and constraints. Use when asked which model to use, whether to upgrade/downgrade a model, how to cut LLM costs without hurting quality, or to justify a model choice. Produces a recommendation with the decision criteria, a per-option comparison, a routing strategy (cheap-by-default, escalate when needed), and how to validate the choice with an eval.Votes: 0GitHub stars: 1,330
- Prompt OptimizerDiagnose and rewrite an underperforming LLM prompt so it produces reliable, well-structured output. Use when asked to improve a prompt, fix a prompt that gives inconsistent or wrong results, reduce hallucination/refusals, or make output follow a format. Produces a rewritten prompt with a diagnosis of what was failing, the specific changes and why, and a small test set to verify the fix.Votes: 0GitHub stars: 1,330
- Rag Architecture ReviewReview an existing Retrieval-Augmented Generation system and find why it underperforms. Use when asked to review or audit a RAG pipeline, diagnose wrong/ungrounded answers from a 'chat with your docs' feature, or improve an already-built knowledge assistant. Produces a staged review — ingestion, chunking, retrieval, reranking, generation, evaluation — with prioritised findings, root causes, and concrete fixes.Votes: 0GitHub stars: 1,330
- Rag Design DocDesign a Retrieval-Augmented Generation system end to end. Use when asked to design a RAG pipeline, a 'chat with your docs' feature, a knowledge assistant, or to debug why a RAG system gives wrong/ungrounded answers. Produces a RAG design doc — ingestion & chunking, embeddings & index, retrieval & reranking, the generation prompt, grounding/citations, evaluation, and failure modes with mitigations.Votes: 0GitHub stars: 1,330
- Ai Assisted Performance ReviewEvaluate performance fairly when output is AI-assisted — what still measures the human, what now measures the tooling, and how to run the review conversation. Use when reviewing someone whose work is heavily AI-assisted, when output volume stopped meaning anything, when calibrating a team with uneven AI adoption, or when writing review criteria for the AI era. Produces review guidance: a what-measures-whom analysis, rewritten criteria, calibration rules for mixed-adoption teams, and conversat...Votes: 0GitHub stars: 1,330
- Ai Content AuditAudit a content library, docs site, or blog for AI-generated filler that's eroding trust and search performance — and triage what to fix, rewrite, or delete. Use when asked to find slop in a content library, audit AI-written content quality, explain why content engagement or rankings dropped after scaling with AI, or set a quality bar for AI-assisted publishing. Produces an audited inventory with per-piece verdicts, the detection signals used, a triage plan, and a publishing quality gate that...Votes: 0GitHub stars: 1,330
- Ai Roi AuditAudit whether the organisation's AI spend actually paid — measured against baselines, not vendor math or vibes. Use when a CFO asks what the AI tools returned, when renewing AI contracts, when consolidating overlapping AI subscriptions, or to build the measurement plan before the next spend. Produces an ROI audit with per-tool verdicts (keep/consolidate/cut), the honest-measurement method behind each number, and a baseline plan for whatever can't be scored yet. To forecast ROI before an inves...Votes: 0GitHub stars: 1,330
- Ai Usage PolicyWrite an AI usage policy people can actually follow — approved tools, data rules, disclosure duties, and review obligations, in one page instead of legal fog. Use when asked for a company AI policy, acceptable-use rules for ChatGPT/Claude/Copilot at work, guidance on what data may go into AI tools, or to fix a policy nobody reads. Produces a one-page usable policy plus the decision log behind it. Not a substitute for legal advice; pairs with compliance-checklist for regulatory mapping and ai-...Votes: 0GitHub stars: 1,330
- Role Redesign For AiRedesign a job role that AI now does a large part of — deliberately, instead of quietly expecting the same headcount to absorb 140% output. Use when AI has changed what a role spends time on, when writing a revised role charter or job description post-AI, when a team asks 'what is my job now', or when planning capacity after AI adoption. Produces a role redesign: the task inventory before/after, the redefined core of the role, new expectations and metrics, and the growth-path implications. Fo...Votes: 0GitHub stars: 1,330
- Architectural Programme BriefTurn a client's wishes into an architectural brief that can actually be designed against — the accommodation schedule, the adjacencies, the budget reality, and the constraints named before they become change orders. Use when asked to write an architectural brief, prepare a project brief for a building, run a client briefing, or capture requirements for a new build or refurbishment. Produces the accommodation schedule with areas, the adjacency and circulation requirements, the site and statuto...Votes: 0GitHub stars: 1,330
- Architectural SpecificationWrite a specification section that a contractor can price accurately and a site can build from — performance stated, products defined, workmanship and tolerances given, and the coordination with the drawings made explicit. Use when asked to write a specification, spec a material or system, prepare an NBS-style section, or when a specification produced wildly different tender prices. Produces the scope and interface definition, the performance requirements, the product or system definition, ex...Votes: 0GitHub stars: 1,330
- Architecture Client PresentationPresent a design to a client so they can make a decision rather than react to a picture — the brief restated, the moves explained against it, the options with their trade-offs, and a specific decision requested. Use when asked to present a design to a client, prepare a design review meeting, present concept options, or when a client keeps changing their mind after sign-off. Produces the presentation structure, the brief-to-design traceability, the options with honest trade-offs, the cost and ...Votes: 0GitHub stars: 1,330
- Construction Rfi ResponseAnswer a construction request for information so the site can act on it — a direct answer, the drawing or specification reference that supports it, and an explicit statement of whether it changes cost or programme. Use when asked to respond to an RFI, answer a contractor query, or handle a request for information on site, or when RFIs keep coming back for clarification. Produces the answer with its reference, the cost and time implication stated, the instruction status, the distribution list,...Votes: 0GitHub stars: 1,330
- Planning Application StatementWrite the design and access statement that supports a planning application — the site analysis, the design rationale, the policy compliance, and the answers to the objections the case officer will receive. Use when asked to write a design and access statement, planning statement, or supporting statement for a planning application, or to respond to a planning objection or refusal. Produces the site and context analysis, the design evolution narrative, the policy-by-policy compliance table, the...Votes: 0GitHub stars: 1,330
- Site Analysis ReportAnalyse a site before designing on it — what is physically there, what the law and the neighbours allow, and which constraints will actually shape the building. Use when asked to carry out a site analysis, site appraisal, feasibility study for a plot, or to assess whether a site can take a proposed development. Produces the physical survey summary, the constraints and opportunities map, the statutory and legal position, the developable-capacity estimate, and the risks that need resolving befo...Votes: 0GitHub stars: 1,330
- Autopilot CharterDecide which of your recurring rituals to put on autopilot — and which to keep manual. Use when asked what to automate, how to set up recurring AI runs, which reports or briefings could run on a schedule, or to design an automation charter for a team. Produces a ritual inventory with automate/assist/keep-manual calls, guardrails per ritual, and a rollout order.Votes: 0GitHub stars: 1,330
- Competitive Intelligence MonitorMonitor competitor signals and surface strategic implications for your roadmap. Use when asked to monitor competitors, track the competitive landscape, produce a competitive briefing, or understand what has changed in the market this week or month. Produces a structured intelligence brief with high/medium/low priority signals, roadmap implications, and a strategic landscape summary. For a single competitor announcement use competitor-signal-tracker; for a one-off deep dive use competitor-tear...Votes: 0GitHub stars: 1,330
- Delta BriefingMake a recurring brief report what changed since the last edition instead of restating everything. Use when a weekly or monthly report keeps repeating itself, when setting up a scheduled monitor or digest, or when asked to make a recurring update delta-aware. Produces a changes-first brief plus the state record the next run will diff against.Votes: 0GitHub stars: 1,330
- Morning IntelligenceInterviews you across 15 questions to capture your role, topics, sources, exclusions, and format preferences, then writes a master prompt you can paste into a scheduled task or Claude Code Routine. Use when you want to set up a personalised daily news brief, build a reusable morning news prompt, or create an automated intelligence briefing. Produces a confirmed summary of your preferences, a ready-to-paste master prompt, and setup instructions for both Cowork Scheduled Tasks and Claude Code R...Votes: 0GitHub stars: 1,330
- Outcome TrackerRecord the testable predictions inside a decision, then score them against reality later — so frameworks earn trust from outcomes, not vibes. Use when committing to a prioritisation, forecast, or plan (to log what it predicts), when asked to review what actually happened, or to compute how well-calibrated past RICE scores, forecasts, or bets have been. Produces a prediction record at decision time, and a calibration report with per-framework hit rates at review time.Votes: 0GitHub stars: 1,330
- Pm Weekly ReviewStructure a PM's weekly review and planning session. Use when doing a weekly PM review, writing a weekly update, preparing for Monday planning, or reviewing sprint health. Produces a shareable weekly update covering metrics movement, shipping progress, blockers, insights, and next week's top 3 priorities.Votes: 0GitHub stars: 1,330
- Schedule RecipeTurn 'run this every Friday at 4pm' into a working, copy-paste schedule on the user's actual runner. Use when asked to schedule a recurring AI task, set up a routine or cron job for a skill, automate a weekly report, or wire a skill into n8n or GitHub Actions. Produces the exact setup for the chosen runner plus the prompt to run, failure alerting, and a first-run test plan.Votes: 0GitHub stars: 1,330
- Credit MemoWrite a credit memo for a lending decision: borrower story, facility structure, repayment sources, financial-ratio spread with covenant headroom, risk factors with mitigants, risk-rating rationale, and a recommendation. Use when asked to write a credit memo, credit application, credit paper, loan write-up, or prepare a deal for credit committee. Produces a complete credit memo ready for committee review.Votes: 0GitHub stars: 1,330
- Kyc EscalationWrite an internal KYC/AML escalation memo: a factual time-stamped trigger description, customer-profile vs activity mismatch analysis, red-flag taxonomy mapping, outstanding information, and a recommendation with rationale. Use when asked to escalate a KYC alert, document an AML concern, write up unusual-activity findings for compliance review, or prepare an enhanced due diligence referral. Produces a structured internal escalation memo for a compliance team's decision-makers.Votes: 0GitHub stars: 1,330
- Lending Risk BriefWrite a portfolio-level lending risk brief: concentration analysis by sector, geography and single name, vintage performance, migration matrix narrative, macro-sensitivity scenarios, top watch names, and actions. Use when asked to write a portfolio risk report, credit risk committee brief, loan book review, or quarterly portfolio quality update. Produces a structured risk brief with concentration tables, migration narrative, scenario read, watch list, and recommended actions.Votes: 0GitHub stars: 1,330
- Loan Covenant ReviewRun a quarterly loan covenant compliance review: covenant table with required vs actual vs headroom, trend and trajectory-to-breach analysis, waiver and amendment options with pricing implications, early-warning indicators, and a watch-list recommendation. Use when asked to review covenant compliance, check covenant headroom, assess a potential covenant breach, or prepare a quarterly borrower monitoring review. Produces a structured covenant review with headroom table, trajectory analysis, an...Votes: 0GitHub stars: 1,330
- Board MinutesWrite formal board meeting minutes from an agenda, notes, transcript, or discussion summary. Use when asked to draft board minutes, governance minutes, meeting minutes for a board, or a formal record of decisions and actions. Produces structured board minutes with attendees, agenda items, resolutions, decisions, action register, and approval-ready wording.Votes: 0GitHub stars: 1,330
- Board Pre ReadWrite a board pre-read that's sent before the meeting so the meeting is about decisions, not status. Use when asked to prepare a board pre-read, a board update/package, or pre-meeting materials for a board. Produces a board pre-read — a TL;DR, the metrics dashboard vs. plan, what's working / what's not, the decisions and asks for the board, and risks — designed to be read in advance.Votes: 0GitHub stars: 1,330
- Capital AllocationAllocate a finite budget or headcount across competing initiatives by return and strategic fit. Use when asked to allocate budget, decide where to invest, build a funding/portfolio plan, or make trade-offs across initiatives under a cap. Produces a capital-allocation plan — initiatives scored by expected return × strategic fit per dollar, a funded/unfunded split against the cap, the cut line, and the reasoning.Votes: 0GitHub stars: 1,330
- Decision MemoWrite a crisp decision memo that drives a clear decision, not a discussion. Use when asked to write a decision memo, a recommendation memo, a one/six-pager for a decision, or to get leadership to decide something. Produces a decision memo — the decision & recommendation up front, the context, options with trade-offs, what you'd need to believe, risks, and the explicit ask with a deadline.Votes: 0GitHub stars: 1,330
- Strategy MemoWrite a strategy memo that commits to a bet and says what you won't do. Use when asked to write a strategy memo, articulate a strategy, make the case for a strategic direction, or align the team on where to focus. Produces a strategy memo — the strategic question, the diagnosis, the bet/approach, why now, explicit non-goals (what we're NOT doing), how we'll know it's working, and the risks.Votes: 0GitHub stars: 1,330
- Car TcoCompare the total cost of car ownership across buy-new, buy-used, lease, and keep-your-current-car — depreciation, insurance, maintenance ramp, and fuel over a real horizon, not just the monthly payment. Use when asked should I lease or buy a car, is it cheaper to keep my old car, what does this car really cost per month, or new vs used total cost. Produces the ranked scenario totals, per-month true cost, the assumption ledger, and the not-modeled list.Votes: 0GitHub stars: 1,330
- Cohort Curve ModelFit a retention curve to observed cohort data and project LTV — computed, not estimated. Use when someone has real cohort retention numbers (month 0, 1, 2…) and asks what lifetime value, lifetime periods, or long-run retention they imply, or whether retention is flattening or leaking. Produces a fitted power curve (parameters, R², retention floor), a 24-36 period projection, and a real .xlsx with live formulas where editing ARPU recalculates LTV — via the bundled zero-dependency script.Votes: 0GitHub stars: 1,330
- College CostCompute what a degree will actually cost — sticker minus real aid, inflated per year, split into cash and loans, with the loan's decade-long monthly tail made visible before enrollment instead of after. Use when asked what will college really cost, compare these two offers' real prices, how much loan payment after graduation, or is this school affordable. Produces the all-in number from the script, the offer-letter decode (grants vs loans untangled), the monthly-tail reality check, and the tw...Votes: 0GitHub stars: 1,330
- Daycare Vs Stay HomeRun the real math on a parent leaving work versus paying for childcare — the second income net of daycare, marginal taxes, and work costs, AND the career-trajectory cost of years out, over horizons instead of one brutal year. Use when asked does it make sense for me to keep working, daycare costs my whole salary, stay-home vs daycare math, or what does leaving work for 5 years really cost. Produces both sides of the ledger from the script, the horizon comparison, and the decision sheet that l...Votes: 0GitHub stars: 1,330
- Debt PayoffBuild a debt payoff plan — avalanche vs snowball simulated month by month on your actual debts, the real payoff dates, and the psychology-vs-arithmetic tradeoff priced in dollars. Use when asked how do I pay off my debts, avalanche or snowball, make me a debt payoff plan, or when will I be debt-free. Produces the month-by-month comparison from the script, the payoff order with dates, the interest cost of choosing morale over math, and the plan-survival rules.Votes: 0GitHub stars: 1,330
- Emergency FundSize an emergency fund from essential spend and real risk factors — not a one-size 'six months' — with the funding timeline and where the money should sit. Use when asked how big should my emergency fund be, do I have enough saved, emergency fund or invest, or how many months of expenses do I need. Produces the risk-adjusted target from the script, the essential-spend worksheet, the funding plan, and the what-counts-as-an-emergency rules.Votes: 0GitHub stars: 1,330
- Ev Vs GasCompare an EV against a comparable gas car on total cost — upfront gap after incentives, energy vs fuel per year, maintenance delta, and the crossover year when the EV pulls ahead (or doesn't). Use when asked is an EV worth it, EV vs gas total cost, when does an EV pay for itself, or should my next car be electric. Produces the year-by-year cumulative comparison from the script, the crossover year, the per-mile energy math, and the honest not-modeled list.Votes: 0GitHub stars: 1,330
- Exit WaterfallCompute who gets what at each exit price from a cap table — liquidation preferences, conversion points, and where the founders' share collapses. Use when asked to model an exit waterfall, what do I get if we sell for X, explain liquidation preferences on my cap table, or compare payouts across exit prices. Produces a per-stakeholder payout table across exit values with conversion decisions shown, plus the plain-English reading of what the structure means for each party.Votes: 0GitHub stars: 1,330
- Fire NumberCompute a financial-independence (FIRE) target and years-to-reach with every assumption labeled as an assumption — plus a sensitivity table instead of a single false-precision answer. Use when asked what's my FIRE number, when can I retire early, how much do I need to be financially independent, or model my savings trajectory. Produces the FIRE number, years-to-target at stated assumptions, a return × withdrawal-rate sensitivity grid, and the honest list of what the model ignores.Votes: 0GitHub stars: 1,330
- Freelance RateDerive a freelance day/hourly rate backwards from target income, honest billable utilization, overhead, and the self-employment tax premium — the arithmetic that proves a rate is not salary÷2000. Use when asked what should I charge as a freelancer, how do I set my consulting rate, why is my freelance rate so high, or convert my salary to a contract rate. Produces the required-revenue breakdown, billable-hours math, the hourly and day rate, and the multiplier vs the naive salary÷2000 number.Votes: 0GitHub stars: 1,330