[] architecture changes
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@@ -9,13 +9,13 @@ This is a best practices repository for Claude Code configuration, demonstrating
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## Key Components
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### Weather System (Example Workflow)
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A demonstration of skill-based subagent orchestration:
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- `/weather` command (`.claude/commands/weather.md`): Entry point, invokes the weather-karachi skill
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- `/weather-karachi` skill (`.claude/skills/weather-karachi/SKILL.md`): Orchestrates the workflow
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- `weather-fetcher` subagent: fetches temperature from wttr.in API
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- `weather-transformer` subagent: applies transformation rules from `input/input.md`, writes results to `output/output.md`
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A demonstration of the **Command → Agent → Skills** architecture pattern:
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- `/weather-orchestrator` command (`.claude/commands/weather-orchestrator.md`): Entry point that invokes the weather agent
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- `weather` agent (`.claude/agents/weather.md`): Executes workflow using preloaded skills
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- `weather-fetcher` skill (`.claude/skills/weather-fetcher/SKILL.md`): Instructions for fetching temperature from wttr.in API
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- `weather-transformer` skill (`.claude/skills/weather-transformer/SKILL.md`): Instructions for applying transformation rules from `input/input.md`, writes results to `output/output.md`
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Subagents run sequentially via Task tool, not in parallel, to maintain data dependencies.
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The agent has skills preloaded via the `skills` field, providing domain knowledge for sequential execution.
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### Skill Definition Structure
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Skills in `.claude/skills/<name>/SKILL.md` use YAML frontmatter:
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