Arthur1511 · Arthur1511 · May 13, 2026 · May 13, 2026 · May 13, 2026 · May 13, 2026
diff --git a/.github/skills/core-meeting/SKILL.md b/.github/skills/core-meeting/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: meeting
-description: Analyze meeting transcripts — extract decisions, action items, and create SSOT documents. Use when processing standup notes, stakeholder reviews, or sprint meetings.
+description: |
+  Analyze meeting transcripts — extract decisions, action items, and create SSOT
+  documents. Use when processing standup notes, stakeholder reviews, or sprint
+  meetings.
 ---
 
 # /meeting Command

diff --git a/.github/skills/core-memory/SKILL.md b/.github/skills/core-memory/SKILL.md
@@ -1,6 +1,8 @@
 ---
 name: memory
-description: Save valuable insights from the current session to storage. Use when you've discovered decisions, patterns, or gotchas worth remembering across sessions.
+description: |
+  Save valuable insights from the current session to storage. Use when you've
+  discovered decisions, patterns, or gotchas worth remembering across sessions.
 ---
 
 # Memory Command

diff --git a/.github/skills/core-readme-maker/SKILL.md b/.github/skills/core-readme-maker/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: readme-maker
-description: Generate comprehensive, production-ready README.md by analyzing codebase with explorer + documenter agents. Use when creating or updating project documentation.
+description: |
+  Generate comprehensive, production-ready README.md by analyzing codebase with
+  explorer + documenter agents. Use when creating or updating project
+  documentation.
 ---
 
 # README Maker Command

diff --git a/.github/skills/core-sync-context/SKILL.md b/.github/skills/core-sync-context/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: sync-context
-description: Sync project context to copilot-instructions.md by analyzing codebase patterns and conventions. Use after adding agents, commands, or significant architecture changes.
+description: |
+  Sync project context to copilot-instructions.md by analyzing codebase patterns
+  and conventions. Use after adding agents, commands, or significant
+  architecture changes.
 ---
 
 # Sync Context Command

diff --git a/.github/skills/data-engineering-ai-pipeline/SKILL.md b/.github/skills/data-engineering-ai-pipeline/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: ai-pipeline
-description: RAG/embedding pipeline scaffolding — delegates to de-ai-data-engineer agent. Use when building RAG pipelines, embedding workflows, feature stores, or text-to-SQL systems.
+description: |
+  RAG/embedding pipeline scaffolding — delegates to de-ai-data-engineer agent.
+  Use when building RAG pipelines, embedding workflows, feature stores, or text-
+  to-SQL systems.
 ---
 
 # AI Pipeline Command

diff --git a/.github/skills/data-engineering-data-contract/SKILL.md b/.github/skills/data-engineering-data-contract/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: data-contract
-description: Data contract authoring (ODCS) — delegates to test-data-contracts-engineer agent. Use when defining producer-consumer agreements, SLAs, or schema governance rules.
+description: |
+  Data contract authoring (ODCS) — delegates to test-data-contracts-engineer
+  agent. Use when defining producer-consumer agreements, SLAs, or schema
+  governance rules.
 ---
 
 # Data Contract Command

diff --git a/.github/skills/data-engineering-data-quality/SKILL.md b/.github/skills/data-engineering-data-quality/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: data-quality
-description: Data quality rules generation — delegates to test-data-quality-analyst agent. Use when generating Great Expectations suites, dbt tests, or SQL quality assertions for your data models.
+description: |
+  Data quality rules generation — delegates to test-data-quality-analyst agent.
+  Use when generating Great Expectations suites, dbt tests, or SQL quality
+  assertions for your data models.
 ---
 
 # Data Quality Command

diff --git a/.github/skills/data-engineering-lakehouse/SKILL.md b/.github/skills/data-engineering-lakehouse/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: lakehouse
-description: Table format and catalog guidance — delegates to architect-lakehouse agent. Use when working with Iceberg, Delta Lake, catalogs, or migrating from legacy table formats.
+description: |
+  Table format and catalog guidance — delegates to architect-lakehouse agent.
+  Use when working with Iceberg, Delta Lake, catalogs, or migrating from legacy
+  table formats.
 ---
 
 # Lakehouse Command

diff --git a/.github/skills/data-engineering-migrate/SKILL.md b/.github/skills/data-engineering-migrate/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: migrate
-description: Legacy ETL migration — delegates to de-dbt-specialist and de-spark-engineer agents. Use when converting stored procedures, SSIS packages, or Informatica workflows to modern stack.
+description: |
+  Legacy ETL migration — delegates to de-dbt-specialist and de-spark-engineer
+  agents. Use when converting stored procedures, SSIS packages, or Informatica
+  workflows to modern stack.
 ---
 
 # Migrate Command

diff --git a/.github/skills/data-engineering-pipeline/SKILL.md b/.github/skills/data-engineering-pipeline/SKILL.md
@@ -1,6 +1,8 @@
 ---
 name: pipeline
-description: DAG/pipeline scaffolding — delegates to architect-pipeline agent. Use when scaffolding Airflow or Dagster pipelines with best-practice patterns.
+description: |
+  DAG/pipeline scaffolding — delegates to architect-pipeline agent. Use when
+  scaffolding Airflow or Dagster pipelines with best-practice patterns.
 ---
 
 # Pipeline Command

diff --git a/.github/skills/data-engineering-schema/SKILL.md b/.github/skills/data-engineering-schema/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: schema
-description: Interactive schema design — delegates to architect-schema-designer agent. Use when designing star schemas, Data Vault models, SCD strategies, or DDL for any target platform.
+description: |
+  Interactive schema design — delegates to architect-schema-designer agent. Use
+  when designing star schemas, Data Vault models, SCD strategies, or DDL for any
+  target platform.
 ---
 
 # Schema Command

diff --git a/.github/skills/data-engineering-sql-review/SKILL.md b/.github/skills/data-engineering-sql-review/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: sql-review
-description: SQL-specific code review — delegates to de-sql-optimizer + python-code-reviewer agents. Use when reviewing SQL for anti-patterns, performance issues, or cross-dialect correctness.
+description: |
+  SQL-specific code review — delegates to de-sql-optimizer + python-code-
+  reviewer agents. Use when reviewing SQL for anti-patterns, performance issues,
+  or cross-dialect correctness.
 ---
 
 # SQL Review Command

diff --git a/.github/skills/data-scientist-eda/SKILL.md b/.github/skills/data-scientist-eda/SKILL.md
@@ -1,6 +1,9 @@
 ---
-name: ds-eda
-description: Exploratory data analysis for data scientists — delegates to ds-eda-analyst agent. Use when profiling datasets, visualizing distributions, checking correlations, or detecting missing data and outliers.
+name: eda
+description: |
+  Exploratory data analysis for data scientists — delegates to ds-eda-analyst
+  agent. Use when profiling datasets, visualizing distributions, checking
+  correlations, or detecting missing data and outliers.
 ---
 
 # EDA Command

diff --git a/.github/skills/data-scientist-experiment-tracking/SKILL.md b/.github/skills/data-scientist-experiment-tracking/SKILL.md
@@ -1,6 +1,10 @@
 ---
-name: ds-experiment-tracking
-description: Experiment tracking and ML deployment for data scientists — delegates to ds-experiment-tracker and ds-ml-deployer agents. Use when logging MLflow runs, comparing experiments, registering models, promoting to production, serving via API, or running batch inference.
+name: experiment-tracking
+description: |
+  Experiment tracking and ML deployment for data scientists — delegates to ds-
+  experiment-tracker and ds-ml-deployer agents. Use when logging MLflow runs,
+  comparing experiments, registering models, promoting to production, serving
+  via API, or running batch inference.
 ---
 
 # Experiment Tracking Command

diff --git a/.github/skills/data-scientist-feature-engineering/SKILL.md b/.github/skills/data-scientist-feature-engineering/SKILL.md
@@ -1,6 +1,10 @@
 ---
-name: ds-feature-engineering
-description: Feature engineering for data scientists — delegates to ds-feature-engineer agent. Use when building scikit-learn Pipelines, encoding categoricals, imputing missing values, scaling features, or creating lag/rolling features for time series.
+name: feature-engineering
+description: |
+  Feature engineering for data scientists — delegates to ds-feature-engineer
+  agent. Use when building scikit-learn Pipelines, encoding categoricals,
+  imputing missing values, scaling features, or creating lag/rolling features
+  for time series.
 ---
 
 # Feature Engineering Command

diff --git a/.github/skills/data-scientist-model-evaluation/SKILL.md b/.github/skills/data-scientist-model-evaluation/SKILL.md
@@ -1,6 +1,10 @@
 ---
-name: ds-model-evaluation
-description: Model evaluation for data scientists — delegates to ds-model-evaluator agent. Use when computing classification or regression metrics, plotting ROC/PR curves, calibrating probabilities, tuning decision thresholds, or comparing models statistically.
+name: model-evaluation
+description: |
+  Model evaluation for data scientists — delegates to ds-model-evaluator agent.
+  Use when computing classification or regression metrics, plotting ROC/PR
+  curves, calibrating probabilities, tuning decision thresholds, or comparing
+  models statistically.
 ---
 
 # Model Evaluation Command

diff --git a/.github/skills/data-scientist-model-training/SKILL.md b/.github/skills/data-scientist-model-training/SKILL.md
@@ -1,6 +1,9 @@
 ---
-name: ds-model-training
-description: Model training for data scientists — delegates to ds-model-trainer agent. Use when training classification or regression models, tuning hyperparameters with Optuna, running cross-validation, or comparing multiple algorithms.
+name: model-training
+description: |
+  Model training for data scientists — delegates to ds-model-trainer agent. Use
+  when training classification or regression models, tuning hyperparameters with
+  Optuna, running cross-validation, or comparing multiple algorithms.
 ---
 
 # Model Training Command

diff --git a/.github/skills/excalidraw-diagram/SKILL.md b/.github/skills/excalidraw-diagram/SKILL.md
@@ -1,6 +1,8 @@
 ---
 name: diagram
-description: Create Excalidraw diagram JSON files that make visual arguments. Use when the user wants to visualize workflows, architectures, or concepts.
+description: |
+  Create Excalidraw diagram JSON files that make visual arguments. Use when the
+  user wants to visualize workflows, architectures, or concepts.
 ---
 
 # Excalidraw Diagram Creator

diff --git a/.github/skills/knowledge-create-kb/SKILL.md b/.github/skills/knowledge-create-kb/SKILL.md
@@ -1,6 +1,8 @@
 ---
 name: create-kb
-description: Create a complete KB domain from scratch with MCP validation. Use when adding a new knowledge base domain for a technology, library, or concept.
+description: |
+  Create a complete KB domain from scratch with MCP validation. Use when adding
+  a new knowledge base domain for a technology, library, or concept.
 ---
 
 # Create Knowledge Base Command

diff --git a/.github/skills/review-code/SKILL.md b/.github/skills/review-code/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: code
-description: Dual AI code review with CodeRabbit + Claude Code for maximum coverage. Use when reviewing changes before a PR, or for deep architectural analysis of committed code.
+description: |
+  Dual AI code review with CodeRabbit + Claude Code for maximum coverage. Use
+  when reviewing changes before a PR, or for deep architectural analysis of
+  committed code.
 ---
 
 # Review Command

diff --git a/.github/skills/visual-explainer-diff-review/SKILL.md b/.github/skills/visual-explainer-diff-review/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: diff-review
-description: Generate a visual HTML diff review — before/after architecture comparison with code review analysis. Use when visualizing code changes, comparing branches, or reviewing PRs visually.
+description: |
+  Generate a visual HTML diff review — before/after architecture comparison with
+  code review analysis. Use when visualizing code changes, comparing branches,
+  or reviewing PRs visually.
 ---
 
 Load the visual-explainer skill, then generate a comprehensive visual diff review as a self-contained HTML page.

diff --git a/.github/skills/visual-explainer-fact-check/SKILL.md b/.github/skills/visual-explainer-fact-check/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: fact-check
-description: Verify the factual accuracy of a document against the actual codebase, correct inaccuracies in place. Use when validating HTML review pages, plan documents, or any document making claims about code.
+description: |
+  Verify the factual accuracy of a document against the actual codebase, correct
+  inaccuracies in place. Use when validating HTML review pages, plan documents,
+  or any document making claims about code.
 ---
 
 Load the visual-explainer skill, then verify the factual accuracy of a document that makes claims about a codebase. Read the file, extract every verifiable claim, check each against the actual code and git history, correct inaccuracies in place, and add a verification summary.

diff --git a/.github/skills/visual-explainer-generate-slides/SKILL.md b/.github/skills/visual-explainer-generate-slides/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: generate-slides
-description: Generate a stunning magazine-quality slide deck as a self-contained HTML page. Use when creating presentations, stakeholder decks, or visual storytelling for any technical topic.
+description: |
+  Generate a stunning magazine-quality slide deck as a self-contained HTML page.
+  Use when creating presentations, stakeholder decks, or visual storytelling for
+  any technical topic.
 ---
 
 Load the visual-explainer skill, then generate a slide deck for: $@

diff --git a/.github/skills/visual-explainer-generate-visual-plan/SKILL.md b/.github/skills/visual-explainer-generate-visual-plan/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: generate-visual-plan
-description: Generate a visual HTML implementation plan — detailed feature specification with state machines, code snippets, and edge cases. Use when planning a feature implementation with architectural depth.
+description: |
+  Generate a visual HTML implementation plan — detailed feature specification
+  with state machines, code snippets, and edge cases. Use when planning a
+  feature implementation with architectural depth.
 ---
 
 Load the visual-explainer skill, then generate a comprehensive visual implementation plan for `$@` as a self-contained HTML page.

diff --git a/.github/skills/visual-explainer-generate-web-diagram/SKILL.md b/.github/skills/visual-explainer-generate-web-diagram/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: generate-web-diagram
-description: Generate a beautiful standalone HTML diagram and open it in the browser. Use when visualizing workflows, architectures, systems, or any concept that benefits from a rich visual page.
+description: |
+  Generate a beautiful standalone HTML diagram and open it in the browser. Use
+  when visualizing workflows, architectures, systems, or any concept that
+  benefits from a rich visual page.
 ---
 
 Load the visual-explainer skill, then generate an HTML diagram for: $@

diff --git a/.github/skills/visual-explainer-plan-review/SKILL.md b/.github/skills/visual-explainer-plan-review/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: plan-review
-description: Generate a visual HTML plan review — current codebase state vs. proposed implementation plan. Use when evaluating a spec, RFC, or design document against the actual codebase.
+description: |
+  Generate a visual HTML plan review — current codebase state vs. proposed
+  implementation plan. Use when evaluating a spec, RFC, or design document
+  against the actual codebase.
 ---
 
 Load the visual-explainer skill, then generate a comprehensive visual plan review as a self-contained HTML page, comparing the current codebase against a proposed implementation plan.

diff --git a/.github/skills/visual-explainer-project-recap/SKILL.md b/.github/skills/visual-explainer-project-recap/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: project-recap
-description: Generate a visual HTML project recap — rebuild mental model of a project's current state, recent decisions, and cognitive debt hotspots. Use when re-entering a project or summarizing recent activity.
+description: |
+  Generate a visual HTML project recap — rebuild mental model of a project's
+  current state, recent decisions, and cognitive debt hotspots. Use when re-
+  entering a project or summarizing recent activity.
 ---
 
 Load the visual-explainer skill, then generate a comprehensive visual project recap as a self-contained HTML page.

diff --git a/.github/skills/visual-explainer-share/SKILL.md b/.github/skills/visual-explainer-share/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: share
-description: Share a visual explainer HTML file instantly via Vercel — returns a live URL with no authentication required. Use when sharing diagrams, reviews, or slide decks with others.
+description: |
+  Share a visual explainer HTML file instantly via Vercel — returns a live URL
+  with no authentication required. Use when sharing diagrams, reviews, or slide
+  decks with others.
 ---
 
 # Share Visual Explainer Page

diff --git a/.github/skills/visual-explainer/SKILL.md b/.github/skills/visual-explainer/SKILL.md
@@ -1,11 +1,14 @@
 ---
 name: visual-explainer
-description: Generate beautiful, self-contained HTML pages that visually explain systems, code changes, plans, and data. Use when the user asks for a diagram, architecture overview, diff review, plan review, project recap, comparison table, or any visual explanation of technical concepts. Also use proactively when you are about to render a complex ASCII table (4+ rows or 3+ columns) — present it as a styled HTML page instead.
-license: MIT
-compatibility: Requires a browser to view generated HTML files. Optional surf-cli for AI image generation.
-metadata:
-  author: nicobailon
-  version: "0.5.1"
+description: |
+  Generate beautiful, self-contained HTML pages that visually explain systems,
+  code changes, plans, and data. Use when the user asks for a diagram,
+  architecture overview, diff review, plan review, project recap, comparison
+  table, or any visual explanation of technical concepts. Also use proactively
+  when you are about to render a complex ASCII table (4+ rows or 3+ columns) —
+  present it as a styled HTML page instead. license: MIT compatibility: Requires
+  a browser to view generated HTML files. Optional surf-cli for AI image
+  generation. metadata:   author: nicobailon   version: "0.5.1"
 ---
 
 # Visual Explainer

diff --git a/.github/skills/workflow-brainstorm/SKILL.md b/.github/skills/workflow-brainstorm/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: brainstorm
-description: Explore ideas through collaborative dialogue before requirements capture (Phase 0). Use when the user wants to brainstorm a feature, explore an idea, or hasn't defined requirements yet.
+description: |
+  Explore ideas through collaborative dialogue before requirements capture
+  (Phase 0). Use when the user wants to brainstorm a feature, explore an idea,
+  or hasn't defined requirements yet.
 ---
 
 # Brainstorm Command

diff --git a/.github/skills/workflow-build/SKILL.md b/.github/skills/workflow-build/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: build
-description: Execute implementation with on-the-fly task generation from a DESIGN document (Phase 3). Use when the user wants to implement a feature that has a completed DESIGN document.
+description: |
+  Execute implementation with on-the-fly task generation from a DESIGN document
+  (Phase 3). Use when the user wants to implement a feature that has a completed
+  DESIGN document.
 ---
 
 # Build Command

diff --git a/.github/skills/workflow-create-pr/SKILL.md b/.github/skills/workflow-create-pr/SKILL.md
@@ -1,8 +1,8 @@
 ---
 name: create-pr
-description: Create a pull request with conventional commits and a structured description. Use when the user wants to open a PR, commit changes, or submit work for review.
-allowed-tools: shell
----
+dedescription: |
+  Create a pull request with conventional commits and a structured description.
+  Use when the user wants to open a PR, commit changes, or submit work for  review.
 
 # Create PR Command
 

diff --git a/.github/skills/workflow-define/SKILL.md b/.github/skills/workflow-define/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: define
-description: Capture and validate requirements in one pass (Phase 1). Use when the user wants to extract requirements from notes, emails, a BRAINSTORM document, or a direct request.
+description: |
+  Capture and validate requirements in one pass (Phase 1). Use when the user
+  wants to extract requirements from notes, emails, a BRAINSTORM document, or a
+  direct request.
 ---
 
 # Define Command

diff --git a/.github/skills/workflow-design/SKILL.md b/.github/skills/workflow-design/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: design
-description: Create architecture and technical specification from a DEFINE document (Phase 2). Use when the user wants to design a solution, create an architecture, or plan implementation after requirements are captured.
+description: |
+  Create architecture and technical specification from a DEFINE document (Phase
+  2). Use when the user wants to design a solution, create an architecture, or
+  plan implementation after requirements are captured.
 ---
 
 # Design Command

diff --git a/.github/skills/workflow-iterate/SKILL.md b/.github/skills/workflow-iterate/SKILL.md
@@ -1,6 +1,9 @@
 ---
 name: iterate
-description: Update any SDD phase document when requirements or design change (Cross-Phase). Use when the user needs to modify a BRAINSTORM, DEFINE, or DESIGN document mid-stream and wants cascade awareness.
+description: |
+  Update any SDD phase document when requirements or design change (Cross-
+  Phase). Use when the user needs to modify a BRAINSTORM, DEFINE, or DESIGN
+  document mid-stream and wants cascade awareness.
 ---
 
 # Iterate Command