peterbamuhigire/skills-web-dev/android-development

Claude Code and agent skill by peterbamuhigire/skills-web-dev

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Top-level router for the Chwezi Core Systems web-development and software-engineering skills engine. Use for AI systems, SaaS, architecture, APIs, databases, security, frontend engineering, mobile, DevOps, reliability, product engineering, SDLC documentation, catalog maintenance, delivery evidence packs, routing fixtures, and world-class engineering quality gates.

Install

npx vskill@latest install peterbamuhigire/skills-web-dev/android-development

SKILL.md

Chwezi Dev Engine Router

This is the entrypoint for the chwezi-dev-engine engine. It routes engineering work to the smallest accurate active skill, applies quality gates, and records evidence so outputs can be reviewed by a team that did not write them.

Standard implemented: Chwezi Dev Engine July 2026 upgrade baseline (engine formerly named Skills Web Dev; folder renamed 2026-09-20). Last verified: 2026-09-17.

Non-negotiable foundation

Always apply these before domain work:

  1. skills/sdlc-meta/anti-ai-slop/SKILL.md while producing any artifact.
  2. skills/sdlc-meta/ai-slop-audit/SKILL.md after each major iteration and at release.
  3. templates/delivery-dod/evidence-pack.md for implementation, architecture, security, data, DevOps, AI, SaaS, mobile, or documentation deliverables.
  4. docs/source-registers/ai-platforms.md when work depends on current AI, Apple, cloud, security, or framework facts.
  1. skills/sdlc-meta/kaizen-improvement-system/SKILL.md for every engine audit, product audit,

book-driven improvement, and post-iteration learning cycle. Published audits are capped at 65/100; improvement plans target 95/100 and require evidence.

When a task requires external research, use the Digital Research Engine (digital-research-engine; resolve its checkout on this device from the engine-routing table), beginning with its source-evaluation and source-verification skills.

Route by intent

IntentPrimary skill family
AI application, model gateway, RAG, evaluations, agent runtime, HITL, AI cost or securityskills/ai/*
API contract, system architecture, distributed systems, microservices, validation contractsskills/architecture/*
Database schema, SQL, MySQL, PostgreSQL, reliability, persistenceskills/backend-databases/*
CI/CD, cloud, containers, Kubernetes, release engineering, observability, reliabilityskills/devops-cloud/*
React, Next.js, Tailwind implementation, frontend performance, image compression, content UXskills/frontend-ux/*
Android, iOS, Kotlin Multiplatform, PWA, mobile operationsskills/android/*, skills/ios/*, skills/mobile-cross/*
Desktop applications, Avalonia UI and Python executable-suite packagingskills/frontend-ux/avalonia-desktop-development, skills/languages/python-modern-standards, skills/languages/csharp-dotnet-development
GIS maps, spatial data, PostGIS and mapping APIsskills/gis/gis-platform-engineering
Games, gameplay, interactive narrative, game assets, builds and live operationsskills/game-development/game-development-orchestration then the required specialist
TypeScript, JavaScript, Python, PHP, C#/.NET, Java/JVM, Spring, Jakarta EE, Hibernate, Maven, Gradle, WebLogic, Quarkus, Micronaut, Helidon, GraalVMskills/languages/*
SaaS tenancy, pricing, billing, entitlements, SSO/SCIM, portability, admin toolingskills/saas/*
Contiguous per-tenant document numbers (invoices, receipts, orders, journals), new or retrofittedskills/saas/tenant-document-numbering
Reports, dashboards and exports to the Chwezi Reporting and Dashboards Standard: metric catalogue, reconciliation, generation records, export jobs, CSV/XLSX safety, A4 PDFskills/saas/reporting-and-export-engineering
Security audit, code safety, DPIA, Linux hardening, network securityskills/security/*
Review a change or pull request before merge, whether generated or hand-writtenskills/sdlc-meta/ai-assisted-development (references/ai-generated-code-review-gate.md), then each owner its domain-owned checks table names: tenant, SQL, data access, output encoding, ledger writes
Product discovery, business metrics, documents, spreadsheets, proposal readiness, delivery controlskills/product-business/*
SDLC documentation, skill writing, catalog guardrails, world-class engineering gatesskills/sdlc-meta/* and 00-meta-initialization/*
Finance/accounting rules, statutory values, IFRS, close, audit, payroll, taxExternal chwezi-accounting-doctrine; local finance skills only orchestrate implementation
Visual design, typography, UI/UX appearance, documents, slides, spreadsheets, PDF visual polishExternal chwezi-design-engine
Complete website delivery, content, SEO and launchExternal website-skills; retain technical implementation here
Formal SRS, lifecycle specifications and governance artefactsExternal chwezi-sdlc-documentation; retain implementation evidence here

Running example

Use docs/world-class-exemplars/running-example.md: a Chwezi Core Systems multi-tenant field-service SaaS called FieldOps Ledger. The same example threads through architecture, API, database, identity, security, reliability, deployment, and evidence-pack artifacts.

Release workflow

  1. Read the selected domain SKILL.md.
  2. Load only the domain references, templates, and examples that the skill points to.
  3. If current facts are needed, check the appropriate source register and invoke Digital Research Skills Engine verification.
  4. Produce the artifact and evidence pack together.
  5. Run python -X utf8 scripts\skill_catalog_guardrails.py --report-only after routing or catalog changes.
  6. Run python -X utf8 scripts\routing_smoke_test.py --report-only after routing fixtures or frontmatter changes.
  7. Ship only when the evidence pack, anti-slop gate, and relevant domain validation pass.

Stop conditions

Stop and ask or research further when the request lacks a decision/audience, requires current platform/legal/statutory facts that have not been verified, asks for fabricated evidence, changes active-skill count without a routing reason, or would delete/move skill directories contrary to AGENTS.md.

See also

  • README.md
  • docs/skill-routing-index.md
  • docs/skill-aliases.yml
  • docs/catalog-cleanup/empty-directory-disposition.md
  • templates/delivery-dod/evidence-pack.md
  • examples/full-stack-saas-reference/README.md

Security

  • Security scanPassed, 100 of 100Pattern checks on the skill's files.
  • Model reviewPassed

See the full security report

Quality evaluation

  • Task evaluationFailed, 82 of 100Degrading. 1 run. Evaluated 8 months ago.

See evaluation results

Source

  • SKILL.md in the repositoryCheckingSKILL.md

Popularity

Repository stars
3
7-day trend score
7

Stars and forks are for the whole GitHub repository, not this skill alone. Refreshed 19 Mar 2026, 7 months ago.

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