git:20260307.55128d1 to git:20260307.f715644

6 added, 6 removed. Audit A to A.

> Agent Instructions

> This file outlines the required constraints and methodologies for AI coding assistants operating on projects utilizing the `agent-skills` repository.

1. Structural Refactoring

- [Trigger]: Renaming APIs, finding dead code, cross-file refactoring

- [Skill Requirement]: You must use the `ast-code-graph` skill. Do not rely on LLM context windows or regex text search. Use the mathematically sound `ast-grep` CLI to execute structural rewrites.

+ [Trigger]: ANY time you need to search for code structure, refactor symbols, analyze impact, find dead code, or trace dependencies.

+ [Skill Requirement]: You must use the `ast-code-graph` skill. Do not rely on LLM context windows or regex text search for structural modifications. Use the `ast-grep` tool to parse the AST semantically and generate JSON outputs.

2. Bug Fixing & Diagnostics

- [Trigger]: A test fails, a bug is reported, or a UI breaks

- [Skill Requirement]: You must use the `systematic-debugging` skill. No fixes without a root cause investigation first. Do not guess. Do not supply quick patches. You must inject boundary telemetry to trace the exact line of data corruption. Escalation is required after 3 failed fix attempts.

+ [Trigger]: AUTOMATICALLY anytime you encounter a stack trace, test failure, production bug, or unexpected behavior.

+ [Skill Requirement]: You must use the `systematic-debugging` skill. No fixes without a root cause investigation first. Do not guess. Do not supply quick patches. You must reproduce the bug using a script, heavily utilize `grep_search` to understand context, and trace boundaries. Escalation is MANDATORY after 3 failed fix attempts.

3. Continuous Improvement

- [Trigger]: You finish a complex task or discover an undocumented project heuristic

- [Skill Requirement]: You must use the `self-reflection` skill. Codify the hard-won architectural lesson into markdown format so future AI agents do not repeat the same mistakes.

+ [Trigger]: ALWAYS at the end of complex tasks, debugging sessions, or when learning a new project codebase quirk.

+ [Skill Requirement]: You must use the `self-reflection` skill before closing a complex task. Codify the hard-won project lessons into markdown format so future AI agents do not repeat the same mistakes.