ai-workspace-standards

Runs the full project sync pipeline — lifecycle update, audit, L0→L1 publish, commit, push, and PR creation.

Runs the full project sync pipeline — lifecycle update, audit, L0→L1 publish, commit, push, and PR creation.

Turn a topic or your own materials into a single self-contained, interactive HTML report — top tabs, clickable reference drawers, dense tables, comparison heatmaps, inline SVG, in-page search, a light/dark theme toggle, and multilingual support. Use when: user says "/explain-me", "/reportme", "make a report", "create report", "explain this topic". Inspired by beret21/reportme.

Document Production Workflow for co-deck — generates searchable, themed handbooks as static sites (GitHub Pages). Three modes: standalone handbook, lecture companion (reads co-deck slide_deck.md), full course site. Responds to "make handbook", "create handbook", "build course site", "companion handbook" (triggered by Korean phrases too). H-Stage pipeline (H-0 through H-7). Independent from the 11-Stage slide pipeline.

Turn a topic or your own materials into a single self-contained, interactive HTML report — top tabs, clickable reference drawers, dense tables, comparison heatmaps, inline SVG, in-page search, a light/dark theme toggle, and multilingual support. Use when: user says "/explain-me", "/reportme", "make a report", "create report", "explain this topic". Inspired by beret21/reportme.

Pre-edit fact-forcing quality gate. Ensures agents investigate a file's importers, schemas, and scope constraints before making changes. Part of the 3-layer enforcement model (Hook → Prompt → Skill).

Pre-edit fact-forcing quality gate. Ensures agents investigate a file's importers, schemas, and scope constraints before making changes. Part of the 3-layer enforcement model (Hook → Prompt → Skill).

Convert an existing standalone project into an official variant template. Use when: a proven project should become a reusable template for future projects.

Upgrade an existing L2/L3 project to the current template version. Use when: upgrading a variant-based project, syncing template improvements, refreshing scripts/agents/skills/docs/commands.

Add features to an existing variant template. Use when: extending a variant with new agents, skills, scripts, or documentation.

Comprehensive Korean financial statement analysis pipeline. Collects DART data, validates accounting integrity, normalizes to canonical financial model, extracts KPIs (profitability, growth, leverage, cash flow), builds a 5+ level ROIC value driver tree, and generates a structured Markdown report. Use when: "financial statement analysis", "ROIC analysis", "value driver tree", "financial KPI", "profitability analysis", "cash flow analysis", "fundamental analysis", "DART analysis", "financial metrics extraction", "corporate financial analysis".

Auto-measures HTML slides with Playwright to extract pixel coordinates, fonts, and colors for PDF generation. Downloads required TTF fonts. Responds to "measure layout", "prep for PDF", "extract coordinates" . Stages 9-10 of the lecture workflow.

Generates PDF from slide data using pdf-lib. Extracts slidedata.json, runs sample (5-slide) then full PDF generation scripts, reviews results. Reads the 4-layer spec merge (base → theme → style → overrides) directly — no Playwright measurement required. Responds to "make PDF", "export PDF", "convert to PDF". Stage 11 of the lecture workflow.

Manages version snapshots of lecture files. Auto-backs up files before edits and restores prior versions on demand. Must be called before any file modification by any agent. Responds to "go back to previous version", "show version list". Cross-cutting — applies to all workflow stages.

Guides creation of a new workspace variant (Phase A independent prototype). Use when: creating a new co-<name> variant, scaffolding a new domain-specific AI team.

Guides Phase B promotion of a completed Phase A prototype to an official workspace variant template. Use when: PROMOTION_CHECKLIST conditions are all met, ready to create templates/co-<name>/.

Manages the creation, versioning, deprecation, and maintenance of automation scripts across the workspace and templates. Use when: creating new scripts, updating script versions, deprecating scripts, or managing script dependencies in SCRIPTS.md.

Performs end-to-end (E2E) testing of the project scaffolding scripts to verify cross-platform functionality and encoding integrity.

Guides the Change Management Partner through systematically mapping how a proposed change affects specific organizational layers, processes, roles, and individuals. Produces layer-by-layer impact maps that feed directly into communications-lead's stakeholder messaging strategy.

Comprehensive company and corporate group intelligence gathering and analysis. Dispatches 5 parallel research agents to cover overview, financials, products/markets, analyst coverage, and leadership/governance, then consolidates into a structured report.

Guides the Strategy Analyst through systematic market and competitive analysis for consulting engagements. Includes market entry analysis module. Covers framework selection (Porter's Five Forces, SWOT, PESTEL, etc.), competitor profiling, market sizing, and opportunity assessment.

Guides Communications Lead through writing McKinsey/BCG-style consulting reports. Covers issue tree structure, MECE principle application, slide/page design logic, and recommendation framing with impact-feasibility assessment. Sets the quality floor for all client-facing deliverables.

Guides Communications Lead through designing and building C-level strategy presentations and decision decks. Uses Pyramid Principle structure, "So What?" message extraction, and one-page summary design. The business case section requires inputs from all three prerequisite skills.

Guides the Strategy Analyst through building a full business case for consulting recommendations. Covers ROI analysis, NPV/IRR/Payback Period calculation, scenario sensitivity analysis, and explicitly includes change management cost category. Designed to work iteratively with technical-feasibility (max 2 loops).

Guides the Strategy Analyst through integrating outputs from multiple specialist analyses (competitive research, organizational diagnostics, technical assessments) into a single unified strategic insight. Includes a mandatory cultural filtering step to ensure organizational context is not omitted.

Guides Communications Lead (and Solutions Architect for technical presentations) through constructing persuasive narrative structures for client deliverables. Converts analytical findings into compelling stories using proven storytelling frameworks. Shared skill between communications-lead and solutions-architect.

Guides the Change Management Partner through diagnosing an organization's capacity to absorb and sustain change. Produces readiness scores, capability gap analysis, and change management cost estimates that feed into financial-modeling.

Guides the Delivery Manager through planning and managing consulting engagement delivery. Standardizes milestone design, issue logs, risk registers, and weekly status reporting for all co-consult engagements. Converts solution-design roadmap and dependency map into an actionable execution plan.

Guides the Solutions Architect through converting business requirements into a full technical solution design. Covers requirements decomposition, architecture option comparison, trade-off analysis, and implementation roadmap with explicit dependency mapping and risk levels. Mandatory output includes dependency map and risk register for handoff to delivery-manager.

Guides the Change Management Partner through systematic stakeholder mapping, resistance analysis, influence-interest prioritization, and communication strategy development for consulting engagements.

Guides the Delivery Manager through managing stakeholder review cycles for consulting deliverables. Standardizes reviewer selection, feedback collection, conflict resolution, and change history tracking. Accounts for 30-40% of Phase 4 schedule and must be planned accordingly.

Guides the Solutions Architect through evaluating whether a proposed solution is technically implementable. Produces complexity grades, key risk factors with cost range estimates (lookup table format), and preconditions. Designed to iterate with financial-modeling (max 2 loops). Does NOT perform precise financial calculations — provides risk-grade cost range percentages only.

Locks visual design style. Decides layout, color palette, font family and saves design_spec.md. Can analyze reference URLs/images. Responds to "lock design", "pick colors/fonts", "make design spec" . Stage 4 of the workflow.

Document Production Workflow for co-deck — generates searchable, themed handbooks as static sites (GitHub Pages). Three modes: standalone handbook, lecture companion (reads co-deck slide_deck.md), full course site. Responds to "make handbook", "create handbook", "build course site", "companion handbook" (triggered by Korean phrases too). H-Stage pipeline (H-0 through H-7). Independent from the 11-Stage slide pipeline.

Generates HTML slides from slide_deck.md and design_spec.md. Applies theme (data-theme attribute), binds images from image-manifest.json, inserts speaker intro and contact slides, checks balance. Responds to "make HTML", "generate slides", "add images", "add speaker intro" (Korean: "HTML 만들어줘", "슬라이드 생성해줘", "이미지 넣어줘", "강연자 소개 추가해줘"). Stages 5-8 of the lecture workflow.

Playwright-free PDF preparation. Reads lecture-profile.md, resolves the 4-layer spec merge, validates fonts, outputs a layout summary, and optionally generates a sample PDF. Replaces the deprecated measure skill (Playwright-dependent). Responds to "prep for PDF", "estimate layout", "check PDF layout". Stages 9-10 of the lecture workflow (simplified).

Source collection and ideation for lecture materials. After confirming topic/audience/purpose, performs web research (Korean and English) and writes research_notes.md. Responds to "research topic", "collect sources" . Stage 1 of the lecture workflow.

Designs lecture storyline and slide deck composition. Given research_notes.md (or direct topic input), produces storyline.md and slide_deck.md. Responds to "make storyline", "compose slide deck", "structure chapters" (Korean: "make storyline", "compose slide deck", "restructure chapters"). Stages 2-3 of the lecture workflow.

Entry point for creating a new co-deck theme or style. PM dispatches the appropriate workflow (Style Workflow or T-Stage) based on user request. Responds to: "create a new theme", "add a new style", "make a dark theme", "create a dark style", "add zen theme".

Designs end-to-end service experiences including customer journeys, service blueprints, and operational processes. Use when: mapping customer experiences, optimizing touchpoints, aligning frontstage and backstage operations, or improving service delivery.