Content
14%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill reads more like informal developer documentation than an actionable skill for Claude. It spends significant tokens explaining how the tool works internally (LLVM instrumentation, error computation logic) rather than providing clear, executable guidance on how to use it. The content lacks a coherent workflow, has multiple typos, and doesn't include examples of interpreting output or acting on error reports.
Suggestions
Replace the conceptual 'How the tool works' section with a concise 1-2 sentence summary and add a clear end-to-end workflow: compile with flags → run program → find reports in .fpc_logs/ → interpret JSON output → fix errors
Add a concrete example of a JSON error report with annotation showing how to interpret each field and what action to take
Remove internal implementation details (function signatures, operand explanations, ODR linkage notes) that don't help Claude use the tool, or move them to a separate INTERNALS.md reference file
Fix typos ('firdt' → 'first', 'variablea' → 'variables', 'oprand' → 'operand') and tighten the compilation section to just the essential commands with a brief example
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is verbose and explains concepts Claude already understands (what LLVM instrumentation is, how FP32 vs FP64 comparison works, what arithmetic operations are). There are typos ('firdt', 'variablea', 'oprand') and unnecessary elaboration throughout. The explanation of how error is computed could be drastically shortened. | 1 / 3 |
Actionability | The compilation section provides concrete commands (fpchecker-show, PATH export, compiler flags), but the error computation section is purely descriptive rather than instructive. There are no examples of actual usage workflows—compiling a sample program, interpreting a JSON error report, or acting on findings. | 2 / 3 |
Workflow Clarity | There is no clear sequenced workflow for using the tool end-to-end. The sections describe what the tool does conceptually but never provide a step-by-step process (compile → run → read reports → fix). No validation checkpoints or error recovery guidance is provided. | 1 / 3 |
Progressive Disclosure | The content is a monolithic wall of text with no clear hierarchy or navigation structure. Source files are mentioned but not linked or organized for discovery. There are no references to separate documents for advanced topics, and the content mixes conceptual explanation with usage instructions without clear separation. | 1 / 3 |
Total | 5 / 12 Passed |