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Skills in this repository
SkillsMP has collected 1,021 skills from protosphinx/sphinxstack. Open a skill to review its source and details.
protosphinx/sphinxstackShowing 40 of 1,021 collected skills.
Build a chaos test plan with a falsifiable resilience hypothesis, bounded blast radius, safeguards, observability, abort, recovery, and learning. Use when real failure behavior must be tested safely.
Build a cohort revenue analysis that separates acquisition timing, retention, contraction, expansion, reactivation, and incomplete observation windows. Use when evaluating recurring or repeat-purchase revenue.
Build a contract test suite that verifies provider and consumer compatibility across versions, examples, errors, and deployment order. Use when independently released components share an interface.
Connect control claims to owners, systems, tests, and current evidence. Use when assurance, audits, customer reviews, governance, or risk decisions require proof that controls are designed and operating.
Build a course reading list with purposeful sequencing, source diversity, accessibility, workload control, rights, and alternatives. Use when readings must support stated learning outcomes.
Create a customer FAQ from recurring evidence with concise answers, exceptions, actions, ownership, and review dates. Use when support questions repeat and customers need a trustworthy self-service page.
Build a data-anonymization plan from purpose, attacker knowledge, linkage risk, utility needs, transformations, validation, access, and release controls. Use when sharing or reusing data without direct identification.
Build a data-quality scorecard from business-critical datasets, explicit rules, measured dimensions, ownership, thresholds, and issue outcomes. Use when teams need a repeatable view of data fitness rather than isolated defect counts.
Build an operational schedule for retaining and disposing of records. Use when systems hold overlapping record types with legal, contractual, business, privacy, preservation, and deletion constraints.
Build a durable idempotency store with scoped keys, request identity, atomic claims, outcome receipts, expiry, conflict handling, and recovery. Use when retried operations must not repeat side effects.
Build a freelance portfolio that proves relevant work, process, contribution, permission, and outcomes for a defined buyer. Use when independent professionals need credible client-facing evidence.
Build a playable browser game and ship it at a URL. A real loop, input, state, collision or rules, a juice pass, and friends actually playing it. Use when they say "I want to make a game", bring a game idea, or want a project that is fun to show people.
Record household property with photos, identifiers, ownership evidence, value basis, and secure backups. Use when preparing for loss recovery, relocation, insurance, or estate administration.
Build a knowledge-base style guide for task structure, terminology, evidence, accessibility, search, screenshots, errors, updates, and support boundaries. Use when many authors create help content that must stay consistent and useful.
Build a localization routing strategy for stable URLs, locale negotiation, alternates, fallbacks, indexing, persistence, and migration. Use when a website serves multiple languages, countries, scripts, or regional content variants.
Build a sustainable professional networking strategy around mutual relevance, specific learning, follow-through, and consent. Use when a job search or career transition needs relationships beyond one-time cold asks.
Build a professional sponsorship plan through real contribution, trusted relationships, visible evidence, ethical advocacy, reciprocity, and review. Use when advancement depends on credible support beyond formal applications.
Build a reproducible analysis notebook with pinned inputs, explicit transformations, deterministic execution, validation, and interpretable outputs. Use when research results must be rerunnable and reviewable.
Build responsive site navigation with semantic structure, reliable focus behavior, clear current state, and usable small-screen interaction. Use when one information architecture must work across pointer, keyboard, touch, zoom, and assistive technology.
Build a return-to-work plan with target roles, current evidence, skill refresh, privacy, accessible pacing, applications, support, and review gates. Use when resuming paid work after a break.
Build and maintain a rolling financial forecast from reconciled actuals, explicit operating drivers, scenarios, and measured forecast error. Use when leaders need a regularly refreshed view of profit, cash, liquidity, or capacity.
Build a safe file upload with authorization, size and type controls, quarantine, scanning, isolated storage, safe retrieval, retention, and abuse handling. Use when users or systems submit files.
Create a trustworthy sales pipeline with explicit stages, ownership, evidence, aging, and next actions. Use when setting up or repairing opportunity tracking in a CRM, spreadsheet, or operational database.
Build a secret rotation workflow with consumer inventory, overlapping trust, staged distribution, verification, revocation, rollback, and evidence. Use when credentials must change without unknown outage or residual access.
Turn a visual concept or script into an ordered, feasible shot plan with coverage, continuity, and production details. Use when preparing photo, video, or screen capture.
Create a durable research ledger that connects sources, searches, claims, notes, and citation details. Use when research must remain traceable across drafts or collaborators.
Build a service status page with independent availability, clear components, incident updates, subscriptions, history, accessibility, and truthful operational state. Use when users need a reliable source for outages, degradation, and maintenance.
Build a working capital dashboard with governed definitions, cash-conversion drivers, aging, forecasts, ownership, drill-downs, uncertainty, and reconciliation. Use when leaders need actionable liquidity visibility rather than a single blended metric.
Curate academic work into a focused portfolio with verified context, contribution, evidence, and reflection. Use when applying, seeking review, or documenting learning across projects.
Build a data table with correct relationships, usable controls, responsive behavior, and assistive-technology verification. Use when users must compare, sort, filter, paginate, or act on structured rows and columns.
Build a reusable, evidence-linked inventory of projects, responsibilities, outcomes, skills, feedback, and lessons for resumes, reviews, applications, and interviews. Use when someone forgets what they accomplished, needs a brag document, or wants source…
Build an API client from a versioned contract with typed inputs, authentication boundaries, timeouts, retries, errors, pagination, and tests. Use when an application must call an external or internal service reliably.
Build an enterprise risk appetite process that connects strategy, obligations, capacity, tolerances, indicators, escalation, decisions, and review. Use when risk statements must guide real resource and operating choices.
Build a reusable bank of truthful interview examples mapped to competencies, personal contribution, evidence, and learning. Use when interview preparation needs breadth without memorized or inflated answers.
Build an operating cadence that connects decisions, metrics, risks, planning, delivery, and learning at appropriate intervals. Use when a team has fragmented meetings, late decisions, duplicated reporting, or weak follow-through.
Build a one-page resume from what the person has done. Nothing invented; prints to PDF, optionally deployed at a live URL. Use when they say "build my resume", "make my resume", or want to update it.
Build a small web app and put it live. One data type done completely: it works, persists, and handles bad input. Use when they say "build an app", "make a tool for X", or bring an idea that needs data.
Build a website and put it live in the first session. Real content only: a person, club, business, or event that exists. Use when they say "build a website", "make me a site", or "I need a page for X".
Calculate unit and revenue break-even from explicit price, variable cost, fixed cost, mix, timing, and capacity assumptions. Use when testing what sales volume is required before a product, event, or business covers modeled costs.
Calculate and explain gross profit and gross margin with a consistent revenue and direct-cost boundary. Use when evaluating product, service, customer, channel, or period profitability.