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Skills in this repository
SkillsMP has collected 180 skills from peterbamuhigire/chwezi-dev-engine. Open a skill to review its source and details.
peterbamuhigire/chwezi-dev-engineShowing 40 of 180 collected skills.
Use when designing, reviewing, or implementing interactive game stories, narrative systems, quests, characters, dialogue, environmental storytelling, branching choices, story beats, setups/payoffs, or narrative validation; use…
Use when implementing or reviewing iOS AI and ML features with Apple on-device frameworks, model evaluation, and privacy controls; use ios-architecture for general module boundaries.
Use when building or reviewing native iOS applications with Swift, SwiftUI, structured concurrency, security, tests, and performance gates; use focused iOS skills for persistence, release, or monetisation.
Use when choosing, reviewing, or explaining an algorithm under explicit correctness, time, space, input-scale, or maintainability constraints; use system-architecture-design for service boundaries and language skills for implementation syntax.
Use when building, reviewing, modernising, or debugging C# and .NET applications, including ASP.NET Core, EF Core, background services, concurrency, .NET MAUI, testing, packaging, and AI integration.
Use when building, reviewing, diagnosing, or modernising Java/JVM systems with Spring Boot/Batch/Security OIDC, Jakarta EE, Hibernate query performance, jOOQ, Maven/Gradle, modular Java ERP, Quarkus, GraalVM, WebLogic, Oracle JDBC, Kubernetes, JFR, or…
Use when building or reviewing Node.js servers, APIs, CLI tools, streams, asynchronous workflows, real-time systems, tests, scaling, or production deployment.
Use when computing complex analytics, KPIs, cohort/funnel/retention metrics, financial math (IRR/NPV/amortization), statistical tests, anomaly detection, or geospatial analytics in Python — for cases where SQL alone gets unwieldy.
Use when building ETL jobs, document intelligence pipelines, OCR, PDF/Excel ingestion, image/media processing, or external-API sync pipelines in Python — idempotent scheduled jobs with validation, dead-letter queues, and multi-tenant isolation.
Use when adding forecasting, classification, regression, or anomaly detection to a SaaS feature — demand/sales/cash-flow forecasting, churn and risk scoring, anomaly detection — with scikit-learn, Prophet, and statsmodels. Covers data prep, model serving,…
Use when writing, reviewing, or distributing Python applications, including PyInstaller, auto-py-to-exe, Nuitka, frozen desktop executables, multi-tool suites, installers, and CI release builds. Defines the Python baseline and routes executable packaging to…
Use when building end-to-end TypeScript applications — Node backend (Fastify), React/Next frontend, shared types via tRPC or Zod, monorepo with turborepo/nx, Prisma/Drizzle data layer, end-to-end type safety.
Use when writing or reviewing website copy, articles, headlines, ledes, persuasive content, readability, or scannable structure.
Use when handling service recovery, escalations, complaints, apology language, frontline empowerment, CX measurement, or prevention loops.
Use when generating or validating professional Excel workbooks, formulas, imports, charts, formatting, macros, or spreadsheet deliverables.
Use when planning, drafting, reviewing, or strengthening an IT proposal, win strategy, decision basis, pricing narrative, or persuasive structure.
Use when designing, pricing, packaging, building, or reviewing premium software for executive, enterprise, affluent, or high-ticket buyers.
Use when testing whether a product, feature, or workflow deserves investment through risk framing, prototypes, research, and build-pivot-kill decisions.
Use when designing PLG motions for a SaaS product — freemium tiers, PQL definition, activation flows with time-to-value targets, in-app upgrade prompts, viral loops, NPS surveys, feature flags for gradual rollout, and PostHog-based product analytics for…
Use when defining product vision, strategic choices, product principles, OKRs, outcome roadmaps, or an innovation-of-meaning direction.
Use when generating or validating a professionally structured and visually intentional Microsoft Word DOCX document.
Use when selecting or reviewing a software product, service, hybrid, platform, subscription, perpetual, open-source, or transition business model.
Use when designing or reviewing software pricing, packaging, value metrics, tiers, freemium, discounts, negotiation, or willingness-to-pay tests.
Use when designing tenant-selectable SaaS modules, dependency contracts, module toggles, lifecycle hooks, or safe enable and disable behaviour.
Use when designing double-entry accounting inside SaaS, including automated postings, ledgers, controls, reconciliations, and reports.
Use when designing audited SaaS back-office impersonation, tenant lifecycle, billing overrides, bulk actions, or audit controls.
Use when architecting or evaluating a cloud SaaS product — including choosing multi-tenant patterns, mapping deployment to IaaS, planning scaling and blast-radius isolation, aligning architecture to business capabilities, and reconciling multi-enterprise…
Use when defining or reviewing SaaS revenue, growth, retention, engagement, satisfaction, unit economics, or Rule-of-40 metrics.
Use when designing SaaS entitlements, plan limits, gate placement, tenant overrides, upgrade discovery, or runtime permission resolution.
Use when designing configurable SaaS or ERP platforms with multi-step business workflows, domain modules, approvals, auditability, pricing and entitlements, operational reporting, and tenant-specific variation. Covers domain boundaries, workflow states,…
Use when designing SaaS lifecycle email triggers, branches, suppression, churn signals, upgrades, reactivation, referrals, or attribution.
Use when implementing or reviewing Super Admin or tenant-scoped managed visual assets—background image pools, light/dark logos, or favicons—with secure upload, preview, ordering, activation, replacement, quotas, and audit evidence.
Use when designing per-tenant rate limits, quota algorithms, enforcement points, plan caps, fair queueing, or usage reporting.
Use when designing or scaling a SaaS sales organisation — sales motions, roles (SDR/BDR/AE/CSM/SE), pipeline stages, lead-to-cash, territory design, quota/commission, sales ops fundamentals, onboarding/ramp, and hiring rubrics. Sourced from "Blueprints for a…
Use when bootstrapping a multi-tenant SaaS Seeder Template, including environment, database, super admin, panel verification, recurring demo activity refreshes, and demo-login shortcuts.
Use when implementing tenant-scoped SAML or OIDC SSO, SCIM provisioning, custom domains, IP allowlists, or enterprise auth migration.
Use when designing verified tenant data export, retention, erasure, backup handling, audit evidence, or privacy-law portability workflows.
Use when integrating Stripe one-time payments, PaymentIntents, SetupIntents, Checkout, SCA, multi-currency, idempotency, or webhooks.
Use when designing or reviewing recurring subscription lifecycle on Stripe Billing — plans/Prices, trials, proration, upgrades/downgrades, cancel/pause, Smart Retries dunning, metered usage, automatic tax, multi-currency, and the strategy choice between…
Use when coordinating AI-assisted planning, implementation, review, modernisation, documentation, human approval, CI evidence, or bounded multi-agent software work.