chore(project-map): regenerate .pi-map artifacts across the repo

.claude/.pi-map.index.md

@@ -2,7 +2,7 @@
 dir: .claude
 
 ## role
-Configuration directory for Claude AI assistant integration and custom instructions.
+Configuration directory for Claude AI assistant settings and custom instructions.
 ## parent
 index: ./.pi-map.index.md
 map: ./.pi-map.md

.claude/.pi-map.md

@@ -4,10 +4,10 @@ dir: .claude
 index: .claude/.pi-map.index.md
 
 ## role
-Configuration directory for Claude AI assistant integration and custom instructions.
+Configuration directory for Claude AI assistant settings and custom instructions.
 ## files
 ## arch
-Project-specific AI tooling configuration using convention-based file organization for assistant context and behavior customization.
+Simple flat-file configuration storage with no executable code, using human-readable text files for AI behavior customization.
 ## tags
 -
 ## symbols

.claude/skills/.pi-map.index.md

@@ -2,7 +2,7 @@
 dir: .claude/skills
 
 ## role
-Contains reusable AI skill definitions and prompt templates that configure Claude's specialized capabilities for specific development tasks.
+Contains skill definitions and configuration files for the Claude AI assistant to extend its capabilities with specialized behaviors and domain-specific expertise.
 ## parent
 index: .claude/.pi-map.index.md
 map: .claude/.pi-map.md

.claude/skills/.pi-map.md

@@ -4,10 +4,10 @@ dir: .claude/skills
 index: .claude/skills/.pi-map.index.md
 
 ## role
-Contains reusable AI skill definitions and prompt templates that configure Claude's specialized capabilities for specific development tasks.
+Contains skill definitions and configuration files for the Claude AI assistant to extend its capabilities with specialized behaviors and domain-specific expertise.
 ## files
 ## arch
-Modular skill-based architecture using declarative configuration files (likely YAML/JSON) to define context-specific behaviors, tool access patterns, and system prompts for different operational modes.
+Declarative skill configuration system using structured metadata files (likely YAML/JSON) that define prompts, tools, and context boundaries for modular AI capability extensions.
 ## tags
 -
 ## symbols

.claude/skills/sift-backlog/.pi-map.index.md

@@ -2,7 +2,7 @@
 dir: .claude/skills/sift-backlog
 
 ## role
-Defines a workflow skill for triaging, organizing, and activating backlog tasks into actionable plans using a custom CLI tool.
+Provides a workflow skill for triaging, organizing, and activating backlog tasks into actionable plans using a custom CLI tool.
 ## parent
 index: .claude/skills/.pi-map.index.md
 map: .claude/skills/.pi-map.md

.claude/skills/sift-backlog/.pi-map.md

@@ -4,11 +4,11 @@ dir: .claude/skills/sift-backlog
 index: .claude/skills/sift-backlog/.pi-map.index.md
 
 ## role
-Defines a workflow skill for triaging, organizing, and activating backlog tasks into actionable plans using a custom CLI tool.
+Provides a workflow skill for triaging, organizing, and activating backlog tasks into actionable plans using a custom CLI tool.
 ## files
-- SKILL.md | Defines a workflow skill for triaging, organizing, and activating backlog tasks into actionable plans using a custom CLI tool. | dep: sf (custom CLI tool), task management system, plan management system
+- SKILL.md | Defines a workflow skill for triaging, organizing, and activating backlog tasks into actionable plans using a custom CLI tool. | dep: sf CLI (task, plan, dependency, update subcommands)
 ## arch
-Documentation-driven skill definition using structured markdown with command specifications, workflow stages, and integration patterns for Claude CLI tooling.
+Skill-based workflow automation using markdown-defined CLI tooling and structured task management patterns.
 ## tags
 skill, defines, workflow, triaging, organizing, activating, backlog, tasks
 ## symbols