Skip to content
Data
Skill

/source-code-inspection

Investigate application or repository source code with search_file and read_file to explain behavior, trace root causes of runtime or query errors, and answer with precise file citations.

From plugin
datastoria
3277 skills

Claude Code

$ npx -y skills add FrankChen021/datastoria --skill source-code-inspection --agent claude-code

SKILL.md

source-code-inspection.SKILL.md
name: source-code-inspection
description: Investigate application or repository source code with search_file and read_file to explain behavior, trace root causes of runtime or query errors, and answer with precise file citations.
metadata:
  author: DataStoria
  tools: search_file, read_file

When To Use

Use this skill when the user wants to:

  • investigate source-code causes of runtime failures or query errors
  • trace where SQL, configuration, or request parameters were built in code
  • find the code path that led to an error such as `UNKNOWN_TABLE`
  • explain behavior with file-cited evidence from the repository

Workflow

1. Use `search_file` first to locate relevant files and line numbers before reading content. 2. Use `read_file` only for targeted sections; do not read entire files or large ranges. 3. Prefer narrow, iterative reads: search identifiers, function names, or error strings, then expand only when necessary. 4. Do not claim to have reviewed code that was not loaded with tools in this conversation. 5. If `no matches found`, refine the search and retry before giving up.

Citation Format

Always use this exact format for source-file citations:

  • `[[file:path/to/file.ts]]`
  • `[[file:path/to/file.ts#L12]]`
  • `[[file:path/to/file.ts#L12-L34]]`

Use repo-relative paths and line anchors whenever possible. Do not use normal markdown links for source-code citations. Do not wrap file citation tokens in backticks, inline code, or fenced code blocks in your final answer. Use them as plain citation tokens in normal prose or list items so the UI can render them as clickable links.

Response Style

  • Keep answers concise and evidence-based.
  • Tie each claim to one or more file citations.
  • If the code path is unclear or partially inspected, say so explicitly.
Read more
@frankchen021
Ships withdatastoria

The AI-native ClickHouse console for your cluster diagnostics, query generation, evidence-based optimization, intelligent visualization.

Stars on GitHub

Momentum

stars in total
327
Star history of FrankChen021/datastoria on GitHub, a chart by star-history.com

Other skills on datastoria.

sql-expert

sql-expert

Expert system for generating, validating, and optimizing ClickHouse SQL. Use this when the user needs data, queries, or analysis.

visualization

visualization

Rules for charts and visualization. Use when the user asks for charts, graphs, plots, or visual representations (line, bar, pie,…

More skills from other plugins.

context-loader
Auto-invoked

context-loader

Search memories from earlier Pi sessions in this repository. Use it when earlier work may already explain the code, error,…

mem04d69k
@mem0ai@mem0aiInstall Skill
analyzing-ai-citations

analyzing-ai-citations

Answer AI citation and answer engine optimization (AEO) questions in PostHog: whether AI answer engines (ChatGPT, Claude, and an…

posthog10d41k
@posthog@posthogInstall Skill

Questions about source-code-inspection.

Which coding agents can use source-code-inspection?
source-code-inspection installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.