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docs: optimize AI agent instructions for token efficiency #255
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- Reduce copilot-instructions.md to thin pointer file (~500 tokens) - Add AGENTS.md with operational procedures (on-demand loading) - Implement tiered loading to minimize auto-loaded token cost - Add token efficiency headers explaining load strategy Instructions now use thin pointer architecture: essential context auto-loads, detailed procedures load on-demand via #file reference.
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Actionable comments posted: 1
🤖 Fix all issues with AI agents
In `@AGENTS.md`:
- Around line 97-117: Update the "Database Management" section: change the
runtime DB filename from storage/books.db to storage/books-sqlite3.db, correct
the statement about auto-recreation by replacing "Next app startup will recreate
via JPA" with a note that spring.jpa.hibernate.ddl-auto=none disables schema
generation and deleting the DB will cause startup failure (require restoring
from backup or manual reinitialization), and fix the tests config filename to
src/test/resources/application.properties; reference these exact identifiers
(storage/books-sqlite3.db, spring.jpa.hibernate.ddl-auto,
src/test/resources/application.properties) when making the edits.
🧹 Nitpick comments (3)
AGENTS.md (2)
171-193: Add language identifier to fenced code block.The code block showing the project structure should specify a language identifier for better rendering and accessibility.
📝 Suggested fix
-``` +```text src/main/java/ar/com/nanotaboada/java/samples/spring/boot/ ├── Application.java # `@SpringBootApplication` entry point
88-90: Add language identifier to fenced code block.The code block showing the JAR file path should specify a language identifier for consistency.
📝 Suggested fix
-``` +```text target/java.samples.spring.boot-{version}.jar</details> </blockquote></details> <details> <summary>.github/copilot-instructions.md (1)</summary><blockquote> `25-29`: **Add language identifier to ASCII diagram.** The fenced code block containing the architecture diagram should specify a language identifier for better rendering. <details> <summary>📝 Suggested fix</summary> ```diff -``` +```text Controller → Service → Repository → JPA → Database ↓ ↓ ↓ Validation Cache Query Methods</details> </blockquote></details> </blockquote></details> <!-- This is an auto-generated comment by CodeRabbit for review status -->
- Update runtime DB filename to storage/books-sqlite3.db - Clarify spring.jpa.hibernate.ddl-auto=none disables schema generation - Fix test config path to src/test/resources/application.properties
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Instructions now use thin pointer architecture: essential context auto-loads, detailed procedures load on-demand via #file reference.
This change is
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