Mohit Aggarwal
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- ▌ Exit Interview Strategy · mohitagw15856Walk into an exit interview knowing what it's for, what to say, and what to keep — honest-but-strategic answers that protect references and leave the door open. Use when asked what do I say in my exit interview, should I be honest in my exit interview, prep me for my exit interview, or is the exit interview confidential. Produces the goals-and-risks brief, prepared answers for the standard questions, the say/soften/skip sorting of your real feedback, and the scripts for the questions that are traps.
- ▌ Factory Acceptance Test · mohitagw15856Write a factory acceptance test (FAT) plan or report — test coverage matrix against spec, AQL sampling plan, pass/fail criteria, golden-sample handling, deviation log, and sign-off structure. Use when asked to write a FAT plan, define outgoing quality inspection, set AQL levels, prepare for a factory acceptance or pre-shipment inspection, or document FAT results. Produces a complete FAT plan or report with sampling tables, defect classification, and a sign-off block.
- ▌ Figma User Flow Planner · mohitagw15856Plan user flows and screen states for a Figma design before any designing starts. Use when asked to plan a user flow, map out screens for a feature, define screen states, plan a Figma file structure, or work out what needs to be designed before opening Figma. Produces a complete flow map with all screens, states, entry/exit points, and a suggested Figma page structure.
- ▌ Financial Due Diligence · mohitagw15856Generate a financial due diligence checklist and analysis framework for any investment, acquisition, or partnership. Use when asked for a due diligence checklist, M&A financial review, investment analysis framework, or vendor financial assessment. Produces a document request list, key analytical questions, red flags checklist, and a summarised financial health assessment.
- ▌ Funeral Pricing Decoder · mohitagw15856Decode a funeral home price list while grieving — the package maths versus the itemised list, the non-declinable basic fee, the upsells that arrive as care, and the direct-cremation benchmark that anchors every other number. Use when asked to compare funeral quotes, is this funeral price fair, what can we decline, or help me read this price list. Produces a line-by-line decode, the decline-safely list, package-versus-itemised maths, questions for the director, and a comparison across homes. Consumer information, not legal advice; disclosure rules are strongest in the US (FTC Funeral Rule).
- ▌ Greenwashing Self Audit · mohitagw15856Audit your own marketing and report claims for greenwashing risk before a regulator, journalist, or competitor does. Use when asked to review sustainability claims, check marketing copy for greenwash, audit environmental claims on a website or report, or pressure-test green messaging. Produces a claim inventory with substantiation status per claim, vague-term and omission flags, and a fix-or-drop recommendation for every claim.
- ▌ Home Inspection Decoder · mohitagw15856Make sense of a home-inspection report before you buy — what's serious vs cosmetic, what to negotiate, and what to investigate further. Use when asked to explain my home inspection, is this inspection finding serious, what should I negotiate after inspection, or decode my inspection report. Produces a triage of findings by severity (safety/structural/expensive vs minor/cosmetic), plain-English translations, the items worth a repair credit or price negotiation, what warrants a specialist follow-up, and a walk-vs-proceed read — flagging that the inspector and specialists are the authority.
- ▌ Identity Theft Recovery · mohitagw15856Take back control after identity theft — the right first moves, in the right order, so you contain the damage and rebuild. Use when asked what to do about identity theft, someone stole my identity, my details are being used fraudulently, or help me recover from fraud. Produces an immediate-actions checklist (freeze, report, secure), an evidence and reporting plan for the right authorities and institutions, a dispute path for fraudulent accounts/charges, and an ongoing-monitoring setup — flagging where to use official channels and when to involve police/regulators.
- ▌ In Law Boundary Scripts · mohitagw15856Set a boundary with in-laws or extended family kindly and clearly — the words to say, a united-front approach with your partner, and a plan for the pushback. Use when asked how to set a boundary with my in-laws, my mother-in-law keeps [X], deal with overbearing family, or what to say to my partner's family. Produces a read on the actual issue, a warm-but-firm script for the specific situation, a partner-alignment plan (the couple presents together), how to hold the line when they push back, and de-escalation so it protects the relationships rather than blowing them up.
- ▌ Inbox Unsubscribe Purge · mohitagw15856Cut inbox volume at the source — the unsubscribe purge that classifies recurring senders into kill/digest/keep, executes safely (real unsubscribes vs. spam-report vs. never-click), and installs the filters that catch the rest. Use when asked my inbox is all newsletters, mass unsubscribe safely, cut my email volume, or set up filters for the noise. Produces the sender census, the kill/digest/keep sort, the safe-unsubscribe rules, and the filter set.
- ▌ Interview Question Bank · mohitagw15856Build a structured, role-specific interview question bank with what good answers look like. Use when asked to create interview questions, an interview guide, a structured interview kit, or competency-based questions for a role. Produces questions mapped to the competencies that matter — behavioral (STAR), role/technical, and values — each with what a strong vs. weak answer shows and follow-up probes, for fair, consistent interviews.
- ▌ Investing For Beginners · mohitagw15856Understand the basics of investing enough to start sensibly — the core concepts, the simple default that works for most people, and the traps that separate beginners from their money. Use when asked how do I start investing, explain investing for beginners, I have money to invest but don't know how, or is investing worth it for me. Produces the essential concepts in plain language (risk, diversification, time, fees, compounding), the boring-but-effective default approach, the order of operations before you invest, and the beginner traps to avoid — educational only, not financial advice, and jurisdiction-neutral.
- ▌ Kids Online Safety Plan · mohitagw15856Build an age-appropriate online-safety plan for a child — the settings, the agreements, and the conversations — that protects without just spying or banning everything. Use when asked to keep my kid safe online, parental controls setup, my child's online safety, or screen rules for kids. Produces an age-tuned plan covering device/platform settings, a family agreement, the ongoing conversations that matter more than any filter, warning signs to watch for, and how to respond to trouble — balancing safety with trust and independence.
- ▌ Late Invoice Escalation · mohitagw15856Collect overdue invoices with a graduated escalation ladder — friendly nudge to firm notice to work-stop to final demand, each with send-ready wording and timing, plus the prevention terms that stop the next one. Use when asked my client hasn't paid me, write a payment reminder email, invoice is 60 days overdue what do I do, or client is ghosting my invoices. Produces the situation read, the escalation ladder with dates and verbatim messages, the work-stop decision point, and the payment terms that prevent reruns.
- ▌ Layoff Financial Triage · mohitagw15856The first-72-hours money plan after a layoff — runway computed, deadlines caught, bleeding stopped, in priority order. Use when asked I just got laid off what do I do about money, build my layoff budget, how long can I last, or what needs to happen this week. Produces the runway number, the deadline list (healthcare, unemployment filing, equity exercise windows), the spending triage, and a one-week action checklist.
- ▌ LLM Cost Latency Budget · mohitagw15856Model the cost and latency of an LLM feature before it ships and surprises the bill. Use when asked to estimate LLM API costs, set a latency/token budget, decide which model tier to use, or bring down the cost of an AI feature. Produces a cost & latency budget — token math per request, monthly cost projection, model tiering, caching/streaming levers, p95 latency targets, and a guardrail/alert plan.
- ▌ Medical Records Request · mohitagw15856Request your medical records and actually get them — what to ask for, the request letter that can't be shuffled aside, the timelines and fee rules to cite (jurisdiction-flagged), and the escalation path for stonewalls. Use when asked how do I get my medical records, write a records request, my doctor's office won't send my records, or what records should I collect. Produces the itemized request letter, the delivery and format choices decoded, the follow-up ladder, and the personal health-file structure for keeping them.
- ▌ Memory File Maintenance · mohitagw15856Keep your AI memory/context file (MEMORY.md, CLAUDE.md, custom instructions) healthy over time — pruning the stale, adding the new, and keeping it sharp so your AI keeps getting you right. Use when asked review my memory file, my AI context is outdated, clean up my CLAUDE.md, or maintain my AI instructions. Produces a review of your existing memory/instructions file (what's stale, contradictory, bloated, or missing), edits to prune and sharpen it, additions from recent patterns worth remembering, and a light maintenance habit — because a memory file that isn't tended drifts from who you actually are, with a privacy check on what should never be stored.
- ▌ Model Selection Advisor · mohitagw15856Choose 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.
- ▌ Newsletter Digest Brief · mohitagw15856Turn a pile of newsletters and subscriptions into one skimmable brief — the items that matter to YOUR interests extracted with sources, the noise dropped with a count, on a cadence that replaces daily trickle-reading. Use when asked digest my newsletters, summarize what my subscriptions said this week, what did I miss that I actually care about, or make my reading pile useful. Produces the interest-filtered brief with per-item sources, the dropped-with-reasons ledger, and the cadence that makes trickle-reading obsolete.
- ▌ Perimenopause Navigator · mohitagw15856Make sense of perimenopause symptoms nobody warned you about and prepare the GP conversation that actually helps — a symptom tracker mapped to what's likely hormonal, the prioritized list to raise, the HRT and treatment questions to ask, and how to push back on dismissal. Use when someone says 'is this perimenopause?', 'my doctor won't take my symptoms seriously', 'help me prepare for a menopause appointment', or is 40-55 and blindsided by symptoms. Produces a symptom map, a GP-visit brief, and a treatment-questions list. Not medical advice — it organizes your experience for the clinician who prescribes.
- ▌ Product Health Analysis · mohitagw15856 bundleInterpret product metrics against goals and surface actionable signals. Use when asked to analyse product health, review key metrics, investigate a performance issue, produce a health report, or assess product-market fit signals. Produces a structured health report with RAG status, trend analysis, root cause hypotheses, and prioritised actions.
- ▌ Product Positioning Doc · mohitagw15856 bundleWrite a product positioning document and messaging framework. Use when asked to define product positioning, write a positioning statement, build a messaging framework, or create a messaging hierarchy. Produces a complete positioning doc with category definition, target customer, differentiation, proof points, messaging pillars, and persona-specific messaging.
- ▌ Professional Translator · mohitagw15856Translate text professionally — preserving tone, register, and meaning, not word-for-word. Use when asked to translate a document, email, or content between languages, or to improve a literal/machine translation. Produces a natural, register-appropriate translation plus translator's notes on choices, untranslatable terms, and anything that needs localization rather than translation.
- ▌ Prompt Regression Suite · mohitagw15856Design a regression test suite that catches an LLM feature getting worse when the prompt, model, or context changes. Use when asked to stop prompt changes breaking production, set up golden tests or CI gates for an LLM feature, or test a model/prompt upgrade before shipping it. Produces a golden case set, per-case pass criteria, CI gate thresholds, and a triage protocol for failures. For designing first-time evaluation of a new feature use ai-eval-plan instead.
- ▌ RAG Architecture Review · mohitagw15856Review 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.
- ▌ Redundancy Consultation · mohitagw15856Structure a redundancy consultation process and draft key communications (UK employment law focus). Use when asked to plan a redundancy process, write a redundancy letter, structure a consultation, or manage a reduction in force. Produces a structured consultation plan and draft letters; always recommends qualified HR/legal advice before proceeding.
- ▌ Referral Program Design · mohitagw15856Design a referral or viral-loop program that actually drives growth. Use when asked to design a referral or refer-a-friend program, build a viral/invite loop, set referral incentives, turn happy users into a growth channel, or improve word-of-mouth growth. Produces a referral design — the loop mechanics, incentive structure (who gets what, when), the viral-math estimate (k-factor/cycle time), the unit-economics check, fraud guardrails, placement & messaging, and success metrics.
- ▌ Sales Forecasting Model · mohitagw15856Build a structured sales forecast framework for any business or team. Use when asked to build a sales forecast, create a revenue model, project pipeline, or build a bottom-up forecast. Produces a forecast methodology, pipeline model, scenario analysis, and assumption log.
- ▌ Spaced Repetition Setup · mohitagw15856Set up a spaced-repetition system to actually remember what you learn — good cards, the right review rhythm, and the mistakes that make flashcards useless. Use when asked help me memorize, set up flashcards / Anki, how do I remember what I study, or spaced repetition for. Produces card-writing guidance (atomic, one-fact, testable — not walls of text), a review cadence that leverages the forgetting curve, what's worth making cards for vs not, and the common failure modes that make people quit — turning cramming-and-forgetting into durable memory.
- ▌ Spreadsheet Or Database · mohitagw15856Decide honestly when a spreadsheet should become a database or app — the five outgrowth signals (concurrent editing, relational strain, permission needs, scale, process-in-comments), what staying costs vs what migrating costs, and the incremental escape paths. Use when asked should this be a database, our spreadsheet is breaking, is it time to move off sheets, or what should replace this monster workbook. Produces the signal assessment on the actual workbook, the stay-vs-move verdict with costs both ways, and the migration path sized to the team.
- ▌ Study Notes Synthesizer · mohitagw15856 bundleTurn lecture notes, slides, and readings into one exam-ready study guide — synthesis, not summary. Use when asked to make a study guide, combine my notes, prep me for the exam, or organize this course material. Produces a structured guide: core concepts with plain-language explanations, connections between topics, worked examples where the subject has them, self-test questions, and an honest list of gaps in the source notes.
- ▌ Subcontractor Scorecard · mohitagw15856Score a subcontractor's performance across schedule reliability, quality, safety, paperwork, and change-order behaviour with weighted anchors. Use when asked to evaluate a sub, build a subcontractor scorecard, decide whether to rebid or rehire a trade, review sub performance for prequalification, or justify removing a sub from the bid list. Produces a weighted scorecard with per-dimension anchored ratings, evidence notes, and an award/retention recommendation.
- ▌ Synthetic User Research · mohitagw15856Use AI personas for early-stage research signal — with hard guardrails on what synthetic methods can and cannot validate. Use when asked to run synthetic user testing, simulate user reactions with AI personas, pretest a survey or message before fielding it, or decide whether synthetic research is appropriate at all. Produces a fit verdict for the question at hand, a persona-panel design grounded in real data, the findings labelled as synthetic throughout, and the follow-up plan with real humans. Never a substitute for discovery interviews — see discovery-interview-guide and user-research-synthesis for the real thing.
- ▌ System Design Interview · mohitagw15856Structure a complete system design answer for interview questions or real architecture sessions. Use when asked to design a system, answer a system design interview question, or architect a solution at scale. Produces a structured answer covering requirements, capacity estimates, high-level design, component deep-dives, trade-offs, and follow-up considerations.
- ▌ Technical Debt Register · mohitagw15856 bundleDocument and prioritize a technical debt backlog with business impact, effort estimates, and resolution strategy. Use when asked to audit technical debt, create a debt register, prioritize tech debt for a quarter, document architectural shortcuts, or build a debt reduction roadmap. Produces a structured technical debt register covering debt inventory by category, business impact per item, effort and priority scores, top-item resolution plans, and a quarterly debt reduction roadmap.
- ▌ Technical Spec Template · mohitagw15856 bundleCreate structured technical specification documents that bridge product requirements and engineering implementation. Use when writing a tech spec, engineering spec, system design doc, or API specification. Produces a complete spec with problem statement, proposed solution, data model, API design, alternatives considered, security considerations, testing plan, and rollout strategy.
- ▌ Tenant Rights Explainer · mohitagw15856Understand your rights as a renter in a specific situation — repairs ignored, a rent increase, an eviction notice, deposit disputes, or entry without notice — and what to do next. Use when asked what are my tenant rights, my landlord won't fix [X], is this eviction/rent increase legal, or can my landlord [do something]. Produces a plain-English read of the likely rights at play, the practical next steps (in writing, on the record), the evidence to keep, and where to get authoritative help — flagging strongly that tenancy law is local and this isn't legal advice.
- ▌ The Promotion Committee · mohitagw15856Simulate the calibration meeting that discusses your promotion after your manager leaves the room — the debate, the packet's holes, the verdict. Use when asked will I get promoted, simulate the promo committee, stress-test my promotion packet, or why did my promo get rejected. Produces the committee transcript (four archetypes on YOUR packet), the internal verdict with the real reason, and a debrief separating fixable gaps from timing politics.
- ▌ Thread To Decision Live · mohitagw15856Turn a REAL Slack thread (or channel) into a logged decision — read it, extract what was decided, who owns what, and record it in Notion — not a template for writing decisions. Use when asked to capture the decision from this thread, log what we agreed, turn this Slack discussion into a decision record, or close this out in Cowork. Reads the thread via the Slack connector, distils the decision / owners / next steps / open questions, and produces a decision-record artifact written to a Notion database (with the source thread linked).
- ▌ Tooling Risk Assessment · mohitagw15856Assess an injection-mold or production tooling decision before cutting steel — soft vs hard tooling tradeoff, tool life vs forecast, cavitation math, T1 sample timeline, cost of design changes after tooling, and kill criteria. Use when asked whether to kick off tooling, choose soft vs hard tools, size cavities, review a tooling quote, or assess the risk of tooling before the design is frozen. Produces a tooling risk assessment with capacity math, a decision recommendation, and explicit kill criteria.
- ▌ Treatment Plan Estimate · mohitagw15856Build a veterinary treatment plan with tiered options and a cost estimate to discuss with a pet owner. Use when asked to prepare a treatment plan, create an estimate for an owner, present diagnostic/treatment options, or have the cost conversation in a vet practice. Produces a clear plan (recommended vs. acceptable-alternative vs. minimum), line-item cost ranges, the medical rationale in plain language, and how to frame the money conversation with empathy so the owner can make an informed, unpressured decision.
- ▌ User Research Synthesis · mohitagw15856 bundleAnalyze and synthesize user research findings into structured, actionable insights. Use when given user research data, interview transcripts, survey results, or user feedback that needs to be analyzed and summarised. Produces a themed synthesis with prevalence data, supporting quotes, pain points analysis, feature request prioritisation, and recommended next steps. For interview transcripts specifically use user-interview-synthesis instead.
- ▌ Version Chaos Untangler · mohitagw15856Untangle a document that exists in six copies across email, drives, and desktops — establish the canonical version defensibly, merge the divergent edits, and install the single-source rule that prevents the rematch. Use when asked which version is the real one, merge these document copies, we've been editing different files, or stop the version chaos on this doc. Produces the version census with the canonical verdict, the divergence merge plan, the announce-and-redirect step, and the single-source going-forward rules.
- ▌ Viral Content Framework · mohitagw15856Build a framework for creating shareable, high-reach social media content. Use when asked to plan viral content, develop a shareable content strategy, create a hook writing system, or build a repeatable process for content that gets shared. Produces a platform-specific viral content framework with hook formulas, content structures, shareability triggers, and a content testing system.
- ▌ Agent Observability Spec · mohitagw15856Specify the tracing, metrics, and alerting for an AI agent or LLM feature in production. Use when asked what to log for an LLM app, design agent tracing or spans, define quality and cost monitors, or answer 'how do we know if the agent is misbehaving?'. Produces an observability spec with a trace schema, metric definitions with owners and alert thresholds, sampling and retention policy, and a privacy note for logged content.
- ▌ Board Game Night Planner · mohitagw15856Plan a board game night that actually lands — the right games for your group size, mix, and time, in a running order that keeps energy up. Use when asked to plan a game night, what board game should we play, games for [N] people, or what to play with a mixed group. Produces game picks matched to player count and experience, a warm-up-to-main running order, teach-time and play-time estimates, and swaps for the non-gamers or the one player who hates losing.
- ▌ Boundary Setting Scripts · mohitagw15856Set a boundary with someone — a friend, family member, coworker, or partner — clearly and kindly, with the actual words and a plan for the pushback. Use when asked how do I set a boundary with, I need to say no to, someone keeps overstepping, or help me set limits with. Produces a read on the boundary you actually need, a warm-but-firm script to state it (without over-explaining or apologizing it away), how to hold it when they push back or guilt-trip, and what to do if they don't respect it — because a boundary you can't state and hold isn't a boundary.
- ▌ Budget Variance Analysis · mohitagw15856Produce a structured budget variance analysis from actual vs budget figures. Use when asked to analyse budget variances, explain underspend or overspend, write a variance commentary, or investigate why actuals differ from plan. Produces a categorised variance table with root cause analysis and management commentary.
- ▌ College App Parent Guide · mohitagw15856Support a teenager through college applications without taking them over — the parent's actual jobs (logistics, finances, emotional ballast), the ownership lines that keep the application theirs, and the scripts for the hard moments. Use when asked how do I help my kid with college apps, how involved should I be, my teenager won't start their essays, or we disagree about the college list. Produces the role split, the family timeline, the money conversation framework, and the scripts for deadlock, rejection, and the essay you must not write.
- ▌ Conference Talk Proposal · mohitagw15856Write a conference talk proposal / CFP submission for a tech or developer conference. Use when asked to submit to a CFP, propose a talk, or write a session abstract. Produces a compelling title, abstract, audience takeaways, an outline, and the speaker pitch — tuned to what selection committees actually look for.
- ▌ Contract Renewal Tracker · mohitagw15856Never get auto-renewed into another year again — the contract inventory with the dates that matter (notice deadlines, not renewal dates), the calendar system with decision-time buffers, and the renewal-decision ritual that renegotiates instead of rubber-stamping. Use when asked track our contracts and renewals, we got auto-renewed again, when do we have to decide on this vendor, or set up renewal management. Produces the inventory with notice-deadline math, the alert system, the renewal-decision checklist, and the negotiation-window playbook.
- ▌ Customer Incident Update · mohitagw15856Write the customer-facing incident update during an outage — status-page post or email — that's honest about impact without over-promising. Use when asked to write a status page update, draft customer comms for an outage, post an incident notice, or tell customers about downtime. Produces the update in the right tense for the incident stage (investigating / identified / monitoring / resolved), with impact scope, any workaround, and a concrete next-update time. Distinct from incident-postmortem (the internal retro).
- ▌ Deliberate Practice Plan · mohitagw15856Design deliberate practice that actually builds a skill — targeted, effortful, feedback-driven — instead of mindless repetition that just entrenches your current level. Use when asked how do I practice X effectively, my practice isn't working, design a practice routine, or deliberate practice for. Produces a breakdown of the skill into trainable sub-skills, drills that target your specific weaknesses at the edge of your ability, a feedback mechanism, and a session structure — because time spent practicing is not the same as time spent improving.
- ▌ Dental Insurance Preauth · mohitagw15856Write a dental pre-authorisation request or claim narrative that gets approved the first time — the diagnosis, the documented failure of lesser treatment, and the attachments a reviewer needs, assembled in the order they assess them. Use when asked to write a pre-auth, submit a predetermination, appeal a denied dental claim, or write a narrative for a crown, implant, or perio case. Produces the narrative, the supporting-evidence checklist, the attachment list, and an appeal letter if the claim was already denied. Administrative support only; clinical justification must come from the treating clinician's own findings.
- ▌ Developer Onboarding Doc · mohitagw15856Write a developer onboarding document for a service, codebase, or team. Use when asked to write a developer guide, service README, onboarding doc for a new engineer, codebase orientation, or getting-started guide for a technical team. Produces a structured doc covering service overview, architecture, local setup, key patterns, testing, deployment, and who to ask for what.
- ▌ Exploratory Test Charter · mohitagw15856Write session-based exploratory testing charters to find what scripted tests miss. Use when asked to plan exploratory testing, write a test charter, design a testing session, or do risk-based exploration of a feature. Produces focused charters — a mission, areas/risks to explore, tactics and oracles, and timeboxed sessions — so exploration is purposeful and accountable, not random clicking.
- ▌ Figma Design Critique Pm · mohitagw15856Runs a PM-perspective design critique focused on product outcomes and user goals, not aesthetics. Use when asked for a PM design critique, a product review of a Figma design, or feedback from a product perspective without needing to be a designer. Produces structured outcome-based feedback tied to user goals, business metrics, and requirement coverage.
- ▌ Flow Metrics Interpreter · mohitagw15856Read your team's flow metrics — cycle time, throughput, WIP, aging work — and say what they actually mean and what to try, not just restate the numbers. Use when asked to interpret cycle time, what do our flow/Actionable-Agile metrics mean, why is delivery slow, or read our Kanban metrics. Produces the health read per metric, the likely bottleneck the numbers point to, 2–3 concrete process experiments to run next, and the trap-to-avoid so the team doesn't game the metric instead of fixing the flow.
- ▌ Franklin Decision Ledger · mohitagw15856Run a hard two-option decision through Benjamin Franklin's 'moral or prudential algebra' — the weighted pro/con method he described to Joseph Priestley in 1772 — including the part everyone skips: striking out reasons that cancel, and letting the ledger sit before deciding. Use when weighing job offers, relocations, build-vs-buy, take-the-promotion, shut-it-down decisions, or any 'I keep going back and forth'. Produces a completed decision ledger with a leaning, its strongest counter, and a revisit date.
- ▌ Healthcare System Primer · mohitagw15856Understand and enrol in a new country's healthcare system — how it works (public/private/insurance-based), what you're entitled to with your status, how to register with a doctor, get insurance if required, and what to do before you're covered. Use when someone says 'how does healthcare work in [country]', 'register with a doctor abroad', 'do I need health insurance in [country]', or 'I just moved and need to see a doctor'. Produces a system explainer, an enrolment checklist, a coverage-gap plan, and cost expectations. Orients and routes to official sources; not medical or insurance advice.
- ▌ Human In The Loop Design · mohitagw15856Design the human approval surface for an agent system — which actions gate, how approvals batch without becoming rubber stamps, and what the audit trail must hold. Use when asked to add human oversight to an agent, design approval workflows for AI actions, decide what an agent may do autonomously, or fix approval fatigue in an existing loop. Produces an action-tier policy, approval UX spec, escalation rules, and audit-trail requirements. For specifying the whole agent use agent-spec; for the per-skill execution gates see the Execution-block pattern in SKILLSPEC §5.
- ▌ Insurance Policy Decoder · mohitagw15856 bundleDecode a home, renters, or auto insurance policy into what's actually covered, what's excluded, and what the payout math really looks like before you need it. Use when someone asks 'what does my insurance actually cover', 'decode my policy', 'is this deductible normal', or 'actual cash value vs replacement cost'. Produces a coverage decode with real payout scenarios, ranked exclusion red flags, the ACV-vs-replacement-cost math, and the questions to ask your agent before renewal.
- ▌ Job Search With A Record · mohitagw15856Run a job search when you have a criminal record — where to apply, when and how to disclose, and how to turn the question into a short, confident answer instead of a dealbreaker. Use when asked how do I get a job with a felony, when do I tell an employer about my record, ban-the-box, or explain my conviction in an interview. Produces a target list of record-friendly employers and roles, a disclosure timing plan, a tight honest disclosure script (own it, pivot to now), answers to the background-check and gap questions, and the rights that protect you — so a record narrows the search without ending it. Not legal advice; points to reentry and legal-aid resources.
- ▌ Launch Tiering Framework · mohitagw15856Tier a product launch (T1/T2/T3) and scope the right go-to-market effort. Use when asked to decide a launch tier, right-size launch activities, build a launch tiering framework, or plan channels and effort proportional to a launch's impact. Produces a tiering recommendation with the scoring rationale, the activities and channels for that tier, owners, and a lightweight launch checklist.
- ▌ Make Friends As An Adult · mohitagw15856Build a real plan to make friends as an adult — where to meet people you'd actually click with, how to turn acquaintances into friends, and past the awkwardness. Use when asked how do I make friends as an adult, I'm lonely and want more friends, help me build a social life, or I have no friends here. Produces a read on where to meet the right people for you (shared interests + repeated exposure), the specific move that converts acquaintances to friends (initiate + consistency + vulnerability), a low-pressure action plan, and reassurance that the awkwardness is normal — because adult friendship doesn't happen by accident, it's built.
- ▌ Meeting Action Extractor · mohitagw15856Pull the action items and decisions out of meeting notes or a transcript — each with an owner, a due date, and enough context to become a ticket — plus the open questions. Use when asked to extract action items, turn these notes into tasks, who owns what from this meeting, or pull the to-dos from this transcript. Produces the ticket-ready action list (owner + due + context), the decisions made, the open questions with no owner yet, and a flag for any 'someone should…' that never got assigned.
- ▌ Micro Retirement Planner · mohitagw15856Plan a deliberate career break — 3 to 12 months off between chapters — with honest runway math, the re-entry story rehearsed before you leave, health/visa/pension admin by country flagged, and kill criteria for coming back early. Use when someone says 'I want to take 6 months off', 'micro-retirement', 'sabbatical planning', 'quit and travel', or 'can I afford a break'. Produces a runway budget, a break charter with kill criteria, and the future-interview answer written in advance.
- ▌ Physio Discharge Summary · mohitagw15856Write a physiotherapy discharge summary that closes the episode properly — outcomes against the goals that were set, what the patient is leaving with, what would bring them back, and what the referrer actually needs to know. Use when asked to write a discharge summary, close an episode of care, write to a referrer at discharge, or discharge a patient who has not fully recovered. Produces the outcome summary against baseline, the self-management plan, the flare-up and return criteria, the referrer letter, and the record of incomplete goals. A documentation framework for a licensed clinician.
- ▌ Product Launch Checklist · mohitagw15856 bundleGenerate a comprehensive pre-launch, launch day, and post-launch checklist for any product release. Use when preparing for a product launch, feature release, or major update. Produces a role-assigned, tiered checklist covering engineering readiness, marketing and comms, support, and post-launch monitoring.
- ▌ Reading Retention System · mohitagw15856Actually remember and use what you read — an active-reading system that beats the highlight-and-forget cycle. Use when asked how do I remember what I read, I forget books right after finishing, help me retain what I study, or take better reading notes. Produces an active-reading method (questions before, engagement during, retrieval after), a lightweight note format that captures the few ideas worth keeping, a spaced review touch, and how to actually apply what you read — turning passive consumption into knowledge you keep.
- ▌ Recurring Meeting Pruner · mohitagw15856Prune your own recurring-meeting load — the personal calendar audit (your role in each, honestly), the four exit moves (leave, delegate, downgrade to notes, halve), and the graceful exit scripts that don't burn standing. Use when asked get me out of some of these meetings, my calendar is 80% recurring, which meetings can I stop attending, or leave a meeting politely. Produces the personal audit with role verdicts, the exit move per meeting, the scripts, and the calendar-shape after.
- ▌ Review Comments Resolver · mohitagw15856Resolve a document's forty review comments systematically — triage by type (accept, push back, conflict, out-of-scope), batch the mechanical fixes, draft the disagreement replies, and reconcile reviewers who contradict each other. Use when asked work through these review comments, two reviewers want opposite things, close out the feedback on this doc, or which comments do I actually have to take. Produces the comment triage, the batched fixes, the push-back replies, the conflict reconciliations, and the closure sweep.
- ▌ Sourdough Troubleshooter · mohitagw15856Figure out why the loaf came out dense, flat, or gummy — and what to change next bake. Use when asked why is my sourdough [dense/flat/gummy/not rising], my starter isn't bubbling, help fix my bread, or troubleshoot my sourdough. Produces a likely-cause diagnosis from your symptoms and process, the specific fix for the next bake, a starter-health check, and a simple timing/temperature adjustment — no dogma, just the variable that's actually off.
- ▌ Sprint Retro Facilitator · mohitagw15856Run a sprint retrospective that produces real change — themes from what actually happened, honest start/stop/continue, and owned action items, not a vent session. Use when asked to facilitate a retro, run a sprint retrospective, prep retro themes, or turn our sprint into a retro. Produces the data-grounded themes (from done/WIP/blocked work and any flow metrics), a start/stop/continue, 2–4 owned action items with checks, and a follow-up on last retro's actions so retros stop repeating themselves.
- ▌ Sprint Velocity Analysis · mohitagw15856Analyze sprint velocity data and produce an engineering team health report covering delivery trends, capacity utilization, and improvement recommendations. Use when asked to analyze sprint velocity, review team delivery health, identify delivery risks, or produce a retrospective data analysis. Produces a velocity trend analysis, health diagnosis table, top improvement recommendations with implementation steps, and a next-sprint capacity forecast.
- ▌ The Procurement Gauntlet · mohitagw15856Simulate enterprise procurement and security review of your product before your first big deal meets it for real — the questionnaire, the gaps, the deal-slowing findings. Use when asked to prep for enterprise procurement, simulate a security review, why do enterprise deals stall, or get ready for vendor assessment. Produces the reviewer's findings memo (security, legal, compliance, vendor-risk), the stall-risk ranking, and a debrief with the artifacts to prepare before the real gauntlet.
- ▌ Think From Another Angle · mohitagw15856Get unstuck on a problem by deliberately re-framing it through a different lens — a child's, an outsider's, another industry's, the reverse, the extreme. Use when asked I'm stuck on this, look at this differently, reframe this problem, or how else could I think about this. Produces the same problem re-cast through several deliberately different frames (each of which changes what the problem even is), what each reframe reveals, and the most useful new angle to pursue — because being stuck is usually a framing problem, not an effort problem.
- ▌ User Interview Synthesis · mohitagw15856 bundleSynthesises user interview transcripts into structured research findings. Use when asked to analyse interview notes, synthesise qualitative research, identify themes from interviews, or turn raw interview data into actionable product insights. Produces a themed synthesis with supporting quotes per theme, 'so what' implications, and recommended next steps. For mixed sources beyond interviews (surveys, tickets, feedback) use user-research-synthesis instead.
- ▌ Vendor Comparison Matrix · mohitagw15856Compare vendors on a matrix that decides instead of decorates — the criteria weighted before the demos (so the shiny demo can't rewrite them), the evidence-based scoring with the marketing-vs-verified flags, the total-cost row that includes switching, and the reference-check questions that get honest answers. Use when asked compare these vendors/tools, build the selection matrix, the demo wowed us now what, or make this procurement decision defensible. Produces the weighted matrix, the scoring evidence rules, the TCO row, and the reference-call script.
- ▌ Witness Statement Writer · mohitagw15856Write a clear, factual witness statement or account of an incident — for an insurance claim, small claims, a workplace matter, or the police — that sticks to what you saw and holds up. Use when asked to write a witness statement, an account of what happened, a statement for [insurance/court/HR], or document an incident I witnessed. Produces a structured, chronological statement of facts (who, what, when, where), a clean separation of observation from opinion, the details that matter, and formatting/sign-off basics — flagging that for legal proceedings you should follow the required format. Not legal advice.
- ▌ Accessible Travel Planner · mohitagw15856Plan a trip that actually works with a disability or access need — confirm real accessibility (not just 'accessible' labels), book the assistance in advance, plan for equipment and medication, and build in the contingencies for when access breaks down. Use when someone says 'plan an accessible trip', 'travelling with a wheelchair/disability', 'book assistance for my flight', or 'will this hotel actually work for me'. Produces an access-verified itinerary, an assistance-booking checklist, an equipment/medication plan, and contingency scripts. Verify specifics with providers.
- ▌ Agent Incident Postmortem · mohitagw15856Run a blameless postmortem for an incident caused by an AI agent or LLM feature — hallucinated facts shipped to users, runaway tool use, prompt injection, cost blowouts, or wrong actions taken autonomously. Use when asked to write up an AI incident, analyse why an agent did something wrong, or produce corrective actions after an LLM failure. Produces a structured postmortem with trace reconstruction, a root-cause layer analysis, and corrective actions including a permanent regression case. For non-AI production incidents use incident-postmortem.
- ▌ Aging In Place Assessment · mohitagw15856Assess whether and how someone can safely stay in their own home as they age — the home hazards, the support gaps, and the modifications and services that make it work. Use when asked can my parent stay in their home safely, aging in place assessment, is it safe for them to live alone, or what do we need for them to stay home. Produces a room-by-room safety read (fall hazards, accessibility), an honest look at the daily-living and support gaps, the modifications and services that could close them, warning signs that home may no longer be safe, and how to raise it respectfully — helping a family make a clear-eyed, dignity-preserving decision. Not medical advice.
- ▌ Retention Loop Design · mohitagw15856Design retention and engagement loops that bring users back. Use when asked to improve retention, design an engagement/habit loop, fix a leaky retention curve, or build a re-engagement system. Produces a retention design — the retention curve diagnosis, the core habit loop (trigger→action→reward→investment), the activation→habit path, re-engagement triggers, and the metrics to watch.
- ▌ Security Threat Model · mohitagw15856Write a STRIDE-based threat model for a service or feature. Use when asked to produce a threat model, document security risks, identify attack vectors, assess a service's security posture, or prepare for a security design review. Produces a structured threat model covering assets, trust boundaries, STRIDE threat enumeration per component, risk scores, mitigation controls, and residual risk sign-off.
- ▌ Server Training Guide · mohitagw15856Build an onboarding and training guide for restaurant front-of-house staff (servers, hosts, bartenders). Use when asked to train a new server, create FOH onboarding, write service standards, or build a restaurant training program. Produces a phased training plan (shadow → hands-on → solo with support), the service-sequence standards, menu and allergen knowledge checks, POS and side-work basics, and a sign-off checklist that says when someone's ready to work a section alone.
- ▌ Service Catalog Entry · mohitagw15856Write a service catalog entry for a microservice or internal platform service — covering service identity, purpose, architecture context, SLAs, API contract summary, data classification, dependencies, operational runbooks, and known limitations. Use when asked to document a service for an internal developer portal, write a service README for a platform catalog, create a service overview page, or onboard a new service to a service registry. Produces a complete service catalog entry suitable for an internal developer portal or wiki.
- ▌ Should I Quit Or Push · mohitagw15856Get an honest read on whether to quit or keep going on a project, job, hobby, or goal that's become a slog — distinguishing a dip worth pushing through from a dead end worth leaving. Use when asked should I quit this, is it time to give up on, push through or walk away, or I don't know if I should keep going. Produces a diagnosis of whether you're in a temporary dip or a genuine dead end, the sunk-cost and identity traps clouding the call, honest signals pointing each way, and a clear push / pivot / quit recommendation — because both quitting too early and quitting too late are expensive.
- ▌ Skill Plateau Breaker · mohitagw15856Diagnose why you've stopped improving at something and get a plan to break through the plateau. Use when asked I've stopped getting better at, I'm stuck at the same level, how do I improve past this plateau, or why am I not improving. Produces a diagnosis of why you've plateaued (comfort-zone practice, missing feedback, a specific weak sub-skill, or just needing recovery), the specific change that resumes progress, a targeted practice plan for your actual bottleneck, and honest expectations — because plateaus are usually a practice problem, not a talent ceiling.
- ▌ Social Media Strategy · mohitagw15856Build a social media strategy for a brand, product, or creator. Use when asked to create a social media strategy, define a social content strategy, plan content pillars, set social KPIs, or build a posting framework. Produces a complete strategy with audience definition, platform selection, content pillars, posting cadence, KPIs, and a 4-week starter calendar.
- ▌ Source Interview Prep · mohitagw15856Prepare a journalist to interview a source or subject — including hostile or accountability interviews. Use when a reporter needs to prep an interview with a source, plan questions for a subject, handle an on-the-record accountability interview, or get a reluctant person to talk. Produces a question plan sequenced from rapport to the hard asks, ground-rules handling (on/off record, attribution), techniques for evasive or hostile subjects, and a capture plan. Distinct from expert-interview-prep (learning from an expert).
- ▌ Stoic Setback Debrief · mohitagw15856Recover from a professional setback — a failed launch, brutal feedback, a public mistake, a lost deal, a layoff — using the actual exercises from Marcus Aurelius' Meditations: the control sort, the evening review, and turning the obstacle into the task. Use when someone says 'today went badly', 'I blew it', 'the launch failed', 'I got torn apart in that meeting', or before replying to something that stung. Produces a structured debrief that separates what happened from the story, and ends in one next action.
- ▌ Stop The Bleed Triage · mohitagw15856When money is in free-fall, triage the crisis — what to pay first, what to let slide, and what to protect at all costs — so you cover the essentials and stop the worst damage. Use when asked I can't pay all my bills, which bills do I pay first, financial emergency, or I'm broke and panicking. Produces a priority order for scarce money (keep-the-lights-on essentials and things with severe consequences first, unsecured debt last), what to protect no matter what (housing, utilities, food, transport to work, essential insurance), which creditors to call and what to ask for (hardship programs, deferrals), the help to tap now (assistance programs, food banks), and a calm next-24-hours plan — so panic becomes a sequence. Not financial advice; points to nonprofit credit counseling and assistance programs.
- ▌ Student Loan Strategy · mohitagw15856 bundleDecide what the extra money does about student loans — attack them, invest alongside them, or ride a forgiveness track — with the three paths simulated on your actual loans and the guaranteed-vs-assumed framing kept honest. Use when asked should I pay off my student loans faster, pay loans or invest, is my forgiveness track worth it, or model my student debt. Produces the three-path comparison from the script, the guaranteed-return framing, the forgiveness-track math with its warnings, and the decision sheet.
- ▌ Sycophancy Challenger · mohitagw15856Flip Claude’s default from validation to adversarial critique. Use when you are about to make a high-stakes decision, commit to a plan, or pitch something you have not stress-tested. Produces structured challenges, steelmanned counter-arguments, and the strongest case against your position — a genuine thinking partner, not a mirror.
- ▌ The Churning Customer · mohitagw15856 bundleSimulate the exact customer who will quietly cancel in month 4 — their internal monologue through the lifecycle and the honest exit interview they never gave you. Use when asked why do customers really churn, simulate a churning customer, roleplay the customer who cancels, or what does silent churn look like for my product. Produces the customer's lifecycle monologue, their never-given exit interview, and a debrief with the earliest detectable signals and interventions.
- ▌ Tool Procurement Eval · mohitagw15856Evaluate a new tool before it joins the stack — the problem-first framing (tools answer needs, not demos), the trial designed with success criteria upfront, the stack-fit check (integration, overlap, the tool-sprawl tax), and the security/data review sized to the stakes. Use when asked should we buy this tool, evaluate this software for the team, we have three tools that do this already, or run a proper trial before committing. Produces the need statement, the trial design with pre-set criteria, the stack-fit audit, and the adopt/decline verdict with its reasoning.
- ▌ Two Worlds Translator · mohitagw15856Bridge the gap between your home culture and your adopted one — explain your immigrant parents to your partner (and vice versa), navigate the code-switch that exhausts you, and handle the specific collisions (holidays, money, marriage expectations, 'when are you coming home') without betraying either side. Use when someone says 'my partner doesn't understand my family', 'I'm caught between two cultures', 'help me explain this to my parents', or is a first/second-gen immigrant or third-culture kid. Produces a translation of the specific collision, scripts for both directions, and a boundary that honors both worlds.
- ▌ Venue Contract Review · mohitagw15856Read a venue contract for the clauses that actually cost money — the minimum spend, the cancellation ladder, the attrition clause, and everything the hire fee does not include. Use when asked to review a venue contract, check a venue agreement before signing, negotiate venue terms, or understand a cancellation or minimum-spend clause. Produces the commercial summary, the flagged clauses ranked by exposure, the what-is-not-included list, the negotiation asks in priority order, and the questions to put in writing. Not legal advice; have a lawyer review before signing.