aod-lens

On-demand backlog snapshot and lifecycle stage summary. Regenerates BACKLOG.md from GitHub Issues and displays item counts per stage. Use this skill when you need to check backlog status, view stage counts, regenerate BACKLOG.md, or get a lifecycle overview.

Validates specification completeness and quality by checking for mandatory sections, [NEEDS CLARIFICATION] markers, testable criteria, and clear scope boundaries. Use this skill when you need to check if spec is complete, validate specifications, review spec.md, or check specification quality. Ensures specifications are ready for architecture and implementation phases.

Re-score an existing idea's ICE rating when circumstances change. Use this skill when you need to re-evaluate ideas, update ICE scores, change idea priority, or re-assess deferred ideas.

Full lifecycle orchestrator that chains all 6 AOD stages (Discover, Define, Plan, Build, Deliver, Document) with disk-persisted state for session resilience and governance gates at every boundary. Use this skill when you need to run the full lifecycle, orchestrate stages, resume orchestration, or check orchestration status.

Validates architecture documentation completeness by checking for technology stack, API specifications, database schema, security architecture, and alignment with feature specification. Use this skill when you need to check if plan.md is complete before implementation, validate architecture documentation, or review technical plans for completeness.

Plan stage orchestrator that runs all three Plan sub-steps (spec → project-plan → tasks) in sequence with governance gates. Stops on rejection, continues through approvals. Use this skill when you need to run the full Plan stage, navigate planning sub-steps, or resume after a rejection.

POC kickstart skill that transforms a project idea into a sequenced consumer guide with 6-10 seed features. Use when a developer invokes /aod.kickstart to generate a consumer guide, when starting a new project and needing a structured backlog plan, or when converting a project idea into seed features for the AOD lifecycle. Three-stage workflow: Idea Intake, Stack Selection, Guide Generation.

Unified discovery skill with 4 entry points: /aod.discover (full flow: capture + score + validate), /aod.discover --seed (fast-track pre-vetted ideas with auto defaults), /aod.idea (capture + score only), /aod.validate (PM validation for existing idea). Use this skill when you need to capture ideas, run discovery, validate ideas with PM, generate user stories, log feature requests, or add items to the ideas backlog.

Structured delivery retrospective for the AOD Lifecycle's Deliver stage. Validates Definition of Done, captures delivery metrics (estimated vs. actual duration), logs surprises, feeds new ideas back into discovery via GitHub Issues, and creates Institutional Knowledge entries. Use this skill when you need to close a feature, run a delivery retrospective, capture lessons learned, or complete the AOD lifecycle.

Internal skill invoked by /aod.define to generate industry-standard PRD content using proven frameworks from Google, Amazon, and Intercom. Do NOT invoke directly — use /aod.define instead, which wraps this skill with Triad governance and sign-offs.

Generate standardized checkpoint reports for multi-phase implementation projects. Use this skill when pausing implementation at strategic milestones (phase completion, user story completion, critical features) to create comprehensive progress reports with task breakdowns, metrics, knowledge base entries, and resume instructions.

One-shot governed bug fix loop: diagnose → plan → implement → verify → document. TRIGGER when: user reports a bug, pastes an error message/stack trace/failing test, or asks to fix a bug. Runs 5 Whys root cause analysis, presents confirmation gate before any code changes, implements fix, verifies with tests, and generates KB entry for review.