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
Quick Facts
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
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
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
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
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.