Standardmäßig ist der Prompt ausgewählt, der zuerst die Quelle prüft. Sie können zu einem direkten Befehl wechseln oder eine lokale Kopie herunterladen.
Quelldateien prüfen
Lesen Sie SKILL.md und alle von SkillsMP angezeigten Begleitdateien, bevor Sie sich für eine Installation entscheiden.
Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.
Ein direkter Befehl überspringt den Prüf-Prompt. Prüfen Sie die Quelle, bevor Sie ihn ausführen.
ALWAYS specify the language with --lang flag — without a language flag, ast-grep applies heuristics that produce false positives; specify --lang ts, --lang py, etc. for accurate AST parsing.
ALWAYS use ripgrep/keyword search first to narrow the target set — structural search over the whole codebase is slow; use ripgrep to find candidate files first, then apply ast-grep for precise matching.
NEVER use regex for structural code patterns — regex breaks on formatting differences, nested structures, and multi-line code; AST patterns are format-independent and semantically precise.
ALWAYS test patterns on a known match before running project-wide — patterns with incorrect syntax silently match nothing; verify the pattern finds at least one known example before broad application.
ALWAYS use $$$ for variable argument lists, not * or . — ast-grep uses metavariable syntax ($NAME, $$$, $$); regex or glob syntax in patterns produces silent failures.
Anti-Patterns
Anti-Pattern
Why It Fails
Correct Approach
No --lang flag
Wrong parser applied; produces false positives and misses
Always specify --lang ts, --lang py, etc.
Running project-wide without ripgrep pre-filter
Slow on large codebases; many irrelevant results
Use ripgrep to identify candidate files first
Regex for structural matching
Breaks on multi-line, whitespace variations, nesting
Use ast-grep AST patterns ($NAME, $$$, etc.)
Untested pattern on full codebase
Incorrect patterns silently return nothing
Test on one known match first
Using * or . for wildcards
Not valid ast-grep syntax; ignored or errors
Use $NAME for single node, $$$ for sequences
Memory Protocol (MANDATORY)
Before starting:
Read .claude/context/memory/learnings.md
After completing:
New pattern → .claude/context/memory/learnings.md
Issue found → .claude/context/memory/issues.md
Decision made → .claude/context/memory/decisions.md
ASSUME INTERRUPTION: If it's not in memory, it didn't happen.
