development-pipeline
Complete 9-phase development pipeline guide — from schema to deployment. Pipeline phases (1-schema → 9-deployment) are orthogonal to PDCA's 9-phase per-feature…
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Complete 9-phase development pipeline guide — from schema to deployment. Pipeline phases (1-schema → 9-deployment) are orthogonal to PDCA's 9-phase per-feature…
Fullstack development with bkend.ai BaaS — authentication, database, API integration. Triggers: fullstack, BaaS, login, signup, database, web app
Enterprise-grade systems with microservices, Kubernetes, Terraform, and AI Native methodology. For multi-feature initiatives spanning a release timeline,…
Apply context-driven testing principles where practices are chosen based on project context, not universal 'best practices'. Use when making testing decisions,…
Consumer-driven contract testing for microservices using Pact, schema validation, API versioning, and backward compatibility testing. Use when testing API…
Use when test coverage has dropped and you need to find which changes caused it and what tests to add. Traces coverage regressions to specific commits and…
Check color, focus ring, spacing and motion tokens before they reach UI.
Desktop a11y APIs: UI Automation, MSAA/IAccessible2, NSAccessibility.
Test desktop apps with NVDA, JAWS, Narrator, VoiceOver and UIA tooling.
Self-hosted enterprise deployments with assisted setup and dedicated support
Use immediately after a PR is merged to clean up the local feature branch and resync main. Triggers — "/engineer.post-merge", "did we merge", "did we push",…
Use before starting pipeline work on a Ready feature the agent hasn't worked yet. Triggers — "/engineer.prime-context", "prime context", "load context before…
Use to propagate DAE state — turning handoff summaries into visible progress. Triggers — "/engineer.progress-log", "sync progress", "update the tracker",…
Mobile app development guide — React Native, Flutter, Expo for cross-platform. Triggers: mobile app, React Native, Flutter, Expo, iOS, Android
Unified PDCA cycle management — plan, design, do, analyze, iterate, report. PDCA runs per-feature (9-phase: pm→plan→design→do→check→act→qa→report→archive); for…
Manage multiple PDCA features as independent parallel cycles (no shared scope/budget). For multiple features that share scope, budget, or timeline as one…
Use when you want to prevent coverage regressions during development. Activate with /coverage-guard to warn when coverage drops below threshold after code…
Database schema validation, data integrity testing, migration testing, transaction isolation, and query performance. Use when testing data persistence,…
Use when debugging a failing test or runtime error with hypothesis-driven investigation, autonomous command validation, and systematic root cause elimination.
Start here for Python, wxPython, desktop app, NVDA add-on and accessibility tooling work. Routes to the right specialist.
Guided accessibility audit of Word, Excel, PowerPoint, PDF and ePub files, one at a time or by the folder, with a scored report.
Internal helper: export document findings to CSV with help links.
Use to rough out a working thing fast, zero ceremony, before committing to the pipeline — the prototype IS the spec. Triggers — "/engineer.prototype",…
Use after a feature's code is implemented and passing, to clean up the changed code before verification. Triggers — "/engineer.refine", "refine this code",…
Use to decide which refinement and hardening tools are worth running on a set of changes — refine, crap-analyzer, arch-check, introversion scan, mutation…
Daniel-mode fast-track auto-approves Checkpoint 1-8 when Trust ≥ 80, fastTrack on, Design doc exists. Else L2 + manual gates. Triggers: pdca fast-track, skip…
Live PDCA dashboard ticking every 30s — reads pdca-status.json + token-ledger.ndjson tail, renders fixed-width panel via CC /loop. Triggers: pdca watch, live…
Define project terminology, data structures, entities, and relationships. Triggers: schema, data model, entity, terminology
Use when verifying complete user flows end-to-end with the qe-browser skill (Vibium), recording session evidence, and asserting state at each step. For product…
Use when testing enterprise integrations across SAP, middleware, WMS, or backend systems, validating E2E enterprise flows, testing SAP-specific patterns (RFC,…
Advanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours. Use when planning exploration sessions,…
Internal helper: discover documents, build an inventory, detect changes.
HTML email accessibility under email client rendering constraints.
Scan and fix .epub files: EPUB Accessibility 1.1, reading order, nav.
Read information from the screen using AI and return it as a string
Use mid-task when the working thread is lost — after a context compaction, a long agent run, or coming back to a feature unsure of the role, the current…
Use at the end of a work session on a DAE feature, so the next session picks up cleanly. Triggers — "/engineer.session-summary", "wrap up the session", "write…
Use to model-check real code or a design with TLA+ and TLC. Model retries, locks, async flows, protocols or state machines as written, check invariants over…
Define coding rules, conventions, and standards for AI collaboration. Triggers: convention, coding style, lint, rules
Create UI/UX mockups and HTML/CSS/JS prototypes without a designer. Triggers: mockup, prototype, wireframe, UI design default: bkit:pipeline-guide frontend:…
Design and implement backend APIs with Zero Script QA validation. Triggers: API design, REST API, backend, endpoint
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