querying-gpt52
Queries GPT-5.2 for high-reasoning code analysis, root-cause bug fixing, and complex coding questions. Provides P0-P3 prioritized analysis reports, architecture audits, and security reviews with configurable reasoning effort (none/low/medium/high/xhigh). 400K context, 128K output.
Full skill instructions
Queries GPT-5.2 for deep code analysis, root-cause bug fixing, and complex technical questions. Leverages GPT-5.2's 400K context window and extended reasoning capabilities to provide comprehensive analysis with P0-P3 prioritized findings.
GPT-5.2 provides three specialized capabilities via standalone scripts:
| Script | Purpose | Use Case |
|---|---|---|
gpt52_query.py | General queries | Complex coding questions, algorithm design, concept explanations |
gpt52_analyze.py | Code analysis | Pre-merge reviews, architecture audits, security scans |
gpt52_fix.py | Root-cause fixes | Bug debugging that addresses underlying issues (not symptoms) |
Key Features:
General-purpose queries with high reasoning capabilities.
Usage:
python .claude/skills/querying-gpt52/scripts/gpt52_query.py \
--prompt "How should I implement retry logic with exponential backoff?" \
--reasoning-effort high \
--timeout 300 \
--output-format markdown
Arguments:
| Argument | Required | Default | Values | Description |
|---|---|---|---|---|
--prompt | Yes | - | string | The question or request |
--reasoning-effort | No | high | none/low/medium/high/xhigh | Reasoning depth |
--timeout | No | 300 | float | Max wait time in seconds |
--output-format | No | markdown | markdown/json | Output format |
Example:
# Ask about Python async patterns
python .claude/skills/querying-gpt52/scripts/gpt52_query.py \
--prompt "What are the best practices for handling asyncio.CancelledError?"
# Complex algorithm design
python .claude/skills/querying-gpt52/scripts/gpt52_query.py \
--prompt "Design a rate limiter using token bucket algorithm" \
--reasoning-effort xhigh
Comprehensive code analysis for single files or complete projects.
Usage:
python .claude/skills/querying-gpt52/scripts/gpt52_analyze.py \
--target "app/core/" \
--focus-areas "security,performance" \
--analysis-type comprehensive \
--timeout 600 \
--output-format markdown
Arguments:
| Argument | Required | Default | Values | Description |
|---|---|---|---|---|
--target | Yes | - | path | File or directory to analyze |
--focus-areas | No | all | security/performance/architecture/testing/quality/all | Analysis dimensions (comma-separated) |
--analysis-type | No | comprehensive | quick/comprehensive/deep | Analysis depth |
--timeout | No | 600 | float | Max wait time in seconds |
--output-format | No | markdown | markdown/json | Output format |
Example:
# Security audit of API endpoints
python .claude/skills/querying-gpt52/scripts/gpt52_analyze.py \
--target "app/api/" \
--focus-areas "security" \
--analysis-type deep
# Quick quality check before merge
python .claude/skills/querying-gpt52/scripts/gpt52_analyze.py \
--target "app/services/new_feature.py" \
--analysis-type quick
Root-cause bug fixing (NOT monkey patches).
Usage:
python .claude/skills/querying-gpt52/scripts/gpt52_fix.py \
--target "app/api/endpoints.py" \
--issues "TypeError: 'NoneType' object is not subscriptable on line 45 when session expires" \
--fix-scope root_cause \
--timeout 600 \
--output-format markdown
Arguments:
| Argument | Required | Default | Values | Description |
|---|---|---|---|---|
--target | Yes | - | path | File or directory containing the issue |
--issues | Yes | - | string | Detailed problem description (include error messages, stack traces) |
--fix-scope | No | root_cause | root_cause/minimal/comprehensive | Fix approach |
--timeout | No | 600 | float | Max wait time in seconds |
--output-format | No | markdown | markdown/json | Output format |
Example:
# Fix a concurrency bug
python .claude/skills/querying-gpt52/scripts/gpt52_fix.py \
--target "app/core/session.py" \
--issues "Race condition in session cleanup: multiple cleanup tasks running simultaneously causing KeyError"
# Fix with full stack trace
python .claude/skills/querying-gpt52/scripts/gpt52_fix.py \
--target "app/services/" \
--issues "$(cat error.log)" \
--fix-scope comprehensive
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