Comprehensive guide for creating in-the-field production implementation guides - production-ready code with 20-40 guides following standard library first principle, framework integration, and enterprise patterns.
EnglishValidates software engineering documentation separation between OSE Platform style guides (docs/explanation/) and AyoKoding educational content (apps/ayokoding-web/). Ensures no duplication, proper prerequisite statements, and style guide focus on repository-specific conventions only.
EnglishLink workspace packages in monorepos (npm, yarn, pnpm, bun). USE WHEN: (1) you just created or generated new packages and need to wire up their dependencies, (2) user imports from a sibling package and needs to add it as a dependency, (3) you get resolution errors for workspace packages (@org/) like "cannot find module", "failed to resolve import", "TS2307", or "cannot resolve". DO NOT patch around with tsconfig paths or manual package.json edits - use the package manager''s workspace commands to fix actual linking.
EnglishMonitor Nx Cloud CI pipeline and handle self-healing fixes. USE WHEN user says "monitor ci", "watch ci", "ci monitor", "watch ci for this branch", "track ci", "check ci status", wants to track CI status, or needs help with self-healing CI fixes. Prefer this skill over native CI provider tools (gh, glab, etc.) for CI monitoring — it integrates with Nx Cloud self-healing which those tools cannot access.
EnglishImport, merge, or combine repositories into an Nx workspace using nx import. USE WHEN the user asks to adopt Nx across repos, move projects into a monorepo, or bring code/history from another repository.
EnglishFind and add Nx plugins. USE WHEN user wants to discover available plugins, install a new plugin, or add support for a specific framework or technology to the workspace.
EnglishComprehensive project planning standards for plans/ directory including folder structure (ideas.md, backlog/, in-progress/, done/), per-stage naming rules (backlog=YYYY-MM-DDidentifier/, in-progress=identifier/ no date, done=YYYY-MM-DDidentifier/ completion date), five-document file organization (README.md, brd.md, prd.md, tech-docs.md, delivery.md for multi-file default; single README.md for trivially-small single-file exception), BRD/PRD content-placement rules, and Gherkin acceptance criteria. Essential for creating structured, executable project plans.
EnglishGuide for writing Gherkin acceptance criteria using Given-When-Then syntax for testable requirements. Covers scenario structure, background blocks, scenario outlines with examples tables, common patterns for authentication/CRUD/validation/error handling, and best practices for clear testable specifications.
EnglishREADME quality standards for engaging, accessible, scannable content including problem-solution hooks, plain language (no unexplained jargon), acronym context, paragraph limits (≤5 lines), benefits-focused language, visual hierarchy, and progressive disclosure. Essential for creating effective README files that welcome and guide users.
EnglishThree-stage content quality workflow pattern (Maker creates, Checker validates, Fixer remediates) with detailed execution workflows. Use when working with content quality workflows, validation processes, audit reports, or implementing maker/checker/fixer agent roles.
EnglishUniversal classification system for checker and fixer agents using orthogonal criticality (CRITICAL/HIGH/MEDIUM/LOW importance) and confidence (HIGH/MEDIUM/FALSEPOSITIVE certainty) dimensions. Covers priority matrix (P0-P4), execution order, dual-label pattern for verification status, standardized report format, and domain-specific examples.
EnglishWorkflow pattern standards for creating multi-agent orchestrations including YAML frontmatter (name, description, tags, status, agents, parameters), execution phases (sequential/parallel/conditional), agent coordination patterns, and Gherkin success criteria. Essential for defining reusable, validated workflow processes.
EnglishGuidelines for generating validation/audit reports with UUID chains, progressive writing, and UTC+7…
EnglishTrunk Based Development workflow - all development on main branch with small frequent commits, minimal branching, and continuous integration. Covers when branches are justified (exceptional cases only), commit patterns, feature flag usage for incomplete work, environment branch rules (deployment only), and AI agent default behavior (assume main).
EnglishSix-layer governance hierarchy (Vision → Principles → Conventions → Development → Agents → Workflows). Use when understanding repository structure, tracing rules to foundational values, explaining architectural decisions, or navigating layer relationships.
EnglishCommon software development workflow patterns shared across all language developer…
EnglishPlaywright E2E testing standards from authoritative docs/explanation/software-engineering/automation-testing/tools/playwright/…
EnglishUI development skill covering design token usage, shadcn/ui + Radix composition patterns, accessibility requirements, anti-patterns catalog, and brand context for crud-fe-ts-nextjs and crud-fs-ts-nextjs. Auto-loads when working on TSX components, CSS, or UI design tasks.
EnglishClojure coding standards from authoritative docs/explanation/software-engineering/programming-languages/clojure/…
EnglishC coding standards from authoritative docs/explanation/software-engineering/programming-languages/c-sharp/…
EnglishDart coding standards from authoritative docs/explanation/software-engineering/programming-languages/dart/…
EnglishElixir, Phoenix Framework, and Phoenix LiveView coding standards from authoritative docs/explanation/…
EnglishF coding standards from authoritative docs/explanation/software-engineering/programming-languages/f-sharp/…
EnglishIncludes CI Standards, Docs Creating in the Field Tutorials, Docs Validating Software Engineering Separation, and other workflows.
Supported by the Atlas install prompt. Skill-specific requirements vary.
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What’s included
CI Standards
CI/CD standards knowledge for validating project compliance with CI conventions
Docs Creating in the Field Tutorials
Comprehensive guide for creating in-the-field production implementation guides - production-ready code with 20-40 guides following standard library first principle, framework integration, and enterprise patterns. Essential for creating production tutorials for programming languages on educational platforms
Docs Validating Software Engineering Separation
Validates software engineering documentation separation between OSE Platform style guides (docs/explanation/) and AyoKoding educational content (apps/ayokoding-web/). Ensures no duplication, proper prerequisite statements, and style guide focus on repository-specific conventions only.
Link Workspace Packages
Link workspace packages in monorepos (npm, yarn, pnpm, bun). USE WHEN: (1) you just created or generated new packages and need to wire up their dependencies, (2) user imports from a sibling package and needs to add it as a dependency, (3) you get resolution errors for workspace packages (@org/) like "cannot find module", "failed to resolve import", "TS2307", or "cannot resolve". DO NOT patch around with tsconfig paths or manual package.json edits - use the package manager''s workspace commands to fix actual linking.
Monitor CI
Monitor Nx Cloud CI pipeline and handle self-healing fixes. USE WHEN user says "monitor ci", "watch ci", "ci monitor", "watch ci for this branch", "track ci", "check ci status", wants to track CI status, or needs help with self-healing CI fixes. Prefer this skill over native CI provider tools (gh, glab, etc.) for CI monitoring — it integrates with Nx Cloud self-healing which those tools cannot access.
Nx Import
Import, merge, or combine repositories into an Nx workspace using nx import. USE WHEN the user asks to adopt Nx across repos, move projects into a monorepo, or bring code/history from another repository.
Nx Plugins
Find and add Nx plugins. USE WHEN user wants to discover available plugins, install a new plugin, or add support for a specific framework or technology to the workspace.
Plan Creating Project Plans
Comprehensive project planning standards for plans/ directory including folder structure (ideas.md, backlog/, in-progress/, done/), per-stage naming rules (backlog=YYYY-MM-DDidentifier/, in-progress=identifier/ no date, done=YYYY-MM-DDidentifier/ completion date), five-document file organization (README.md, brd.md, prd.md, tech-docs.md, delivery.md for multi-file default; single README.md for trivially-small single-file exception), BRD/PRD content-placement rules, and Gherkin acceptance criteria. Essential for creating structured, executable project plans.
Plan Writing Gherkin Criteria
Guide for writing Gherkin acceptance criteria using Given-When-Then syntax for testable requirements. Covers scenario structure, background blocks, scenario outlines with examples tables, common patterns for authentication/CRUD/validation/error handling, and best practices for clear testable specifications. Essential for writing user stories and plan acceptance criteria
Readme Writing Readme Files
README quality standards for engaging, accessible, scannable content including problem-solution hooks, plain language (no unexplained jargon), acronym context, paragraph limits (≤5 lines), benefits-focused language, visual hierarchy, and progressive disclosure. Essential for creating effective README files that welcome and guide users.
Repo Applying Maker Checker Fixer
Three-stage content quality workflow pattern (Maker creates, Checker validates, Fixer remediates) with detailed execution workflows. Use when working with content quality workflows, validation processes, audit reports, or implementing maker/checker/fixer agent roles.
Repo Assessing Criticality Confidence
Universal classification system for checker and fixer agents using orthogonal criticality (CRITICAL/HIGH/MEDIUM/LOW importance) and confidence (HIGH/MEDIUM/FALSEPOSITIVE certainty) dimensions. Covers priority matrix (P0-P4), execution order, dual-label pattern for verification status, standardized report format, and domain-specific examples. Essential for implementing checker/fixer agents and processing audit reports
Repo Defining Workflows
Workflow pattern standards for creating multi-agent orchestrations including YAML frontmatter (name, description, tags, status, agents, parameters), execution phases (sequential/parallel/conditional), agent coordination patterns, and Gherkin success criteria. Essential for defining reusable, validated workflow processes.
Repo Generating Validation Reports
Guidelines for generating validation/audit reports with UUID chains, progressive writing, and UTC+7 timestamps
Repo Practicing Trunk Based Development
Trunk Based Development workflow - all development on main branch with small frequent commits, minimal branching, and continuous integration. Covers when branches are justified (exceptional cases only), commit patterns, feature flag usage for incomplete work, environment branch rules (deployment only), and AI agent default behavior (assume main). Essential for understanding repository git workflow and preventing unnecessary branch proliferation
Repo Understanding Repository Architecture
Six-layer governance hierarchy (Vision → Principles → Conventions → Development → Agents → Workflows). Use when understanding repository structure, tracing rules to foundational values, explaining architectural decisions, or navigating layer relationships.
Swe Developing Applications Common
Common software development workflow patterns shared across all language developer agents
Swe Developing E2E Test with Playwright
Playwright E2E testing standards from authoritative docs/explanation/software-engineering/automation-testing/tools/playwright/ documentation
Swe Developing Frontend UI
UI development skill covering design token usage, shadcn/ui + Radix composition patterns, accessibility requirements, anti-patterns catalog, and brand context for crud-fe-ts-nextjs and crud-fs-ts-nextjs. Auto-loads when working on TSX components, CSS, or UI design tasks.
Swe Programming Clojure
Clojure coding standards from authoritative docs/explanation/software-engineering/programming-languages/clojure/ documentation
Swe Programming Csharp
C coding standards from authoritative docs/explanation/software-engineering/programming-languages/c-sharp/ documentation
Swe Programming Dart
Dart coding standards from authoritative docs/explanation/software-engineering/programming-languages/dart/ documentation
Swe Programming Elixir
Elixir, Phoenix Framework, and Phoenix LiveView coding standards from authoritative docs/explanation/ documentation
Swe Programming Fsharp
F coding standards from authoritative docs/explanation/software-engineering/programming-languages/f-sharp/ documentation
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