Part of Run AI-Assisted Development Workflows End to End
Engineering Blueprint
Debug Broken Behavior With Systematic Root-Cause Investigation
Structured troubleshooting that traces data flow and tests hypotheses instead of guessing.
What problem does this solve?
Debugs broken things methodically. /investigate traces the data flow from input through the failing code, tests hypotheses about where the break occurred, and stops after 3 failed fix attempts to avoid infinite loops. It produces a detailed investigation report with decision logs so learnings persist.
How does it work?
- Describe what's broken (error message, unexpected behavior, flow that fails). 2.
/investigatefreezes edits to the affected module, traces data flow from entry point to the error, and writes a hypothesis. 3. It tests the hypothesis by adding logs, reading outputs, or running a reproduction. 4. If the hypothesis fails, it revises and tests again. 5. After 3 failed hypotheses, it stops to avoid loops. Output: a detailed investigation report with data flow diagram, root cause, and (if found) a fix.
Included Skills
No skills in this group
What's required to run this?
/investigateuses/freezeto restrict edits to the affected module. Learnings log viagstack-learnings-log. Investigation reports save to ~/.gstack/projects/{slug}/`. The Iron Law (no fixes without investigation) prevents fix loops by capping hypothesis tests at 3 failures per investigation.
Key Features
/investigate
Iron Law: no fixes without investigation. Traces data flow, tests hypotheses, stops after 3 failed fixes. Freezes the module under investigation.
Data Flow Tracing
Follows the data from entry point through the failing code, noting transformations and decision points.
Hypothesis Testing
Forms and tests explicit hypotheses (using logs, tests, or output inspection) rather than guessing at fixes.
Decision Logging
Persists investigation decisions so future sessions understand what was tried and why it failed.
About This Blueprint
- Industry
- Technology
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Ishani D.
Account Manager at G2