MR
Mayur Rathi
@github
⭐ 34.1k GitHub stars

Sql-Object-Impact-Analysis

Sql-Object-Impact-Analysis is an code AI skill with a core value of Before modifying a table, column, stored procedure, view, or trigger in a legacy codebase, trace every place that references it — across other SQL objects (procs, views, triggers) AND application code. It helps developers solve real-world problems in the code domain, boosting efficiency, automating repetitive tasks, and optimizing workflows.

Before modifying a table, column, stored procedure, view, or trigger in a legacy codebase, trace every place that references it — across other SQL objects (procs, views, triggers) AND application code

Last verified on: 2026-10-06

Quick Facts

Category code
Works With Claude, GitHub Copilot
Source github/awesome-copilot
Stars ⭐ 34.1k
Last Verified 2026-10-06
Risk Level Low
mkdir -p ./skills/sql-object-impact-analysis && curl -sfL https://raw.githubusercontent.com/github/awesome-copilot/main/skills/sql-object-impact-analysis/SKILL.md -o ./skills/sql-object-impact-analysis/SKILL.md

Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).

Skill Content

# SQL Object Impact Analysis


You are performing a **pre-change dependency trace** for a database object (table, column, stored procedure, view, function, or trigger) inside a legacy or unfamiliar codebase. The goal is a single, trustworthy answer to: *"If I change this, what else is affected?"*


When to use this


Trigger when the user:

- Names a specific table, column, stored procedure, view, or trigger and asks what uses it, what depends on it, or whether it's safe to change/rename/drop

- Is about to modify a schema element in a codebase with no ORM, or a mixed legacy stack (raw SQL + stored procs + hand-written data access code)

- Asks for a "blast radius," "impact analysis," or "dependency trace" of a specific DB object


Do not use this for:

- General SQL performance tuning (use `sql-optimization`)

- SQL code quality/security review (use `sql-code-review`)

- Privacy/PII exposure analysis (use `data-breach-blast-radius`)

- Architecture-level documentation of an entire codebase (use `doc-and-modernize`)


Process


1. **Confirm the target object and its exact name(s).** Ask if ambiguous (e.g., multiple tables with similar names, or the user says "the customer table" without specifying schema). Get the precise identifier before searching.


2. **Search the SQL layer first:**

- Search all `.sql` files, stored procedure definitions, views, functions, and triggers in the repo/database scripts folder for direct references to the object name

- For a column: check every proc/view/trigger that selects, inserts, updates, or filters on it

- For a table: check every proc/view/trigger that references it, plus foreign key relationships to/from other tables

- For a stored procedure: check every other proc that calls it, and every scheduled job/agent step that invokes it

- Note indirect references too — dynamic SQL (`EXEC(@sql)`), synonyms, and views built on views


3. **Search the application layer:**

- Search all application code (C#, Java, JS/TS, Angular, whatever the repo contains) for:

- Direct SQL strings referencing the object name

- ORM/data-access-layer method or class names that map to it (e.g., a repository method calling the stored procedure)

- API endpoint handlers that ultimately call into the affected data path

- Trace one layer further where reasonable: does a frontend component consume an endpoint that touches this object? Note it, but don't chase every UI consumer exhaustively — flag "further downstream consumers likely exist" if the trail runs cold rather than guessing.


4. **Classify each finding by confidence:**

- **Direct** — object name found verbatim in code/SQL

- **Indirect** — reached via a proc call chain, ORM mapping, or dynamic SQL that couldn't be fully resolved statically

- **Uncertain** — plausible but unverified (e.g., dynamic SQL construction that couldn't be traced to a literal object name)

- Never present an Uncertain finding as if it were Direct — flag it clearly so the reader knows to verify manually


5. **Produce the report** (see Output Format below).


Output Format


Always structure the report as:


1. **Target Object** — exact name, type (table/column/proc/view/trigger), and schema

2. **Direct SQL Dependents** — list of procs/views/triggers/functions that reference it directly, grouped by object type

3. **Application Code Dependents** — list of files/classes/methods that reference it, grouped by layer (data access, API/service, frontend), with file paths

4. **Indirect / Dynamic References** — anything found via dynamic SQL, synonyms, or call chains that couldn't be fully resolved — labeled clearly as needing manual verification

5. **Risk Summary** — one paragraph: is this object narrowly used (low risk) or widely fanned-out (high risk)? Call out anything that touches a scheduled job, external integration, or reporting layer specifically, since those often get missed

6. **Suggested Verification Steps** — concrete next actions before making the cha

🎯 Best For

  • Claude users
  • GitHub Copilot users
  • Software engineers
  • Development teams
  • Tech leads

💡 Use Cases

  • Code quality improvement
  • Best practice enforcement

📖 How to Use This Skill

  1. 1

    Install the Skill

    Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.

  2. 2

    Load into Your AI Assistant

    Open Claude or GitHub Copilot and reference the skill. Paste the SKILL.md content or use the system prompt tab.

  3. 3

    Apply Sql-Object-Impact-Analysis to Your Work

    Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.

  4. 4

    Review and Refine

    Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.

❓ Frequently Asked Questions

Is Sql-Object-Impact-Analysis compatible with Cursor and VS Code?

Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.

Do I need specific dependencies for Sql-Object-Impact-Analysis?

Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.

How do I install Sql-Object-Impact-Analysis?

Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/sql-object-impact-analysis/SKILL.md, ready to use.

Can I customize this skill for my team?

Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.

⚠️ Common Mistakes to Avoid

Skipping validation

Always test AI-generated code changes, even for simple refactors.

Missing dependency updates

Check if the skill requires updated dependencies or new packages.

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