d-inspect

Core responsibilities:

Read symptom description
Inspect relevant code paths
Form multiple hypotheses ranked by confidence
Document reasoning for each hypothesis

Flow: Load Symptom → Trace Code → Form Hypotheses → Rank by Confidence

./.gtd/debug/current/SYMPTOM.md — Must exist

Output:

./.gtd/debug/current/HYPOTHESES.md

Agents used:

research — During code tracing

Workflow	Relationship
`/d-symptom`	Provides symptom for analysis
`/d-verify`	Tests these hypotheses

Multiple Hypotheses

Don't fixate on the first idea. Generate 3-5 competing hypotheses.

Confidence Scoring

Rate each hypothesis honestly:

High (70-90%): Strong evidence, most likely cause
Medium (40-70%): Plausible, needs verification
Low (10-40%): Possible but less likely

Evidence-Based

Each hypothesis needs supporting evidence from code analysis.

1. Load Symptom

Read ./.gtd/debug/current/SYMPTOM.md.

bash

if ! test -f "./.gtd/debug/current/SYMPTOM.md"; then
    echo "Error: No symptom documented. Run /d-symptom first."
    exit 1
fi

2. Spawn Investigator Agent

Trigger: Immediately after loading symptom.

Fill prompt and spawn:

markdown

<objective>
Analyze root cause for symptom_file: ./.gtd/debug/current/SYMPTOM.md
</objective>

<investigation_checklist>

1. Identify Entry Points (triggers)
2. Trace Execution Flow (conditions, branches)
3. Examine Suspect Areas (logic gaps, state)
4. Check Dependencies (config, DB)
   </investigation_checklist>

<output_format>
Ranked Hypotheses (3-5):

- Description
- Evidence (File:Line)
- Confidence Level
- Verification Method
  </output_format>

python

Task(
  prompt=filled_prompt,
  subagent_type="researcher",
  description="Investigating root cause"
)

4. Document HYPOTHESES.md

Write to ./.gtd/debug/current/HYPOTHESES.md:

markdown

# Root Cause Hypotheses

**Analyzed:** {date}
**Status:** PENDING VERIFICATION

## Summary

Based on code analysis, here are the most likely root causes:

---

## Hypothesis 1: {Short description}

**Confidence:** High (75%)

**Description:**
{Detailed explanation of what you think is wrong}

**Evidence:**

- {Observation 1 from code}
- {Observation 2 from code}
- {Supporting fact}

**Location:**

- Files: `{file1}`, `{file2}`
- Lines: {line ranges}

**Verification Method:**
{How to confirm/reject this hypothesis}

---

## Hypothesis 2: {Short description}

**Confidence:** Medium (50%)

{Same structure as above}

---

## Hypothesis 3: {Short description}

**Confidence:** Low (25%)

{Same structure as above}

---

## Code Analysis Notes

{Any additional observations, patterns, or concerns}

<offer_next>

text

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
 GTD:DEBUG ► HYPOTHESES GENERATED ✓
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Hypotheses documented: ./.gtd/debug/current/HYPOTHESES.md

Total hypotheses: {N}
Highest confidence: {X}%

─────────────────────────────────────────────────────

▶ Next Up

/d-verify — verify hypotheses with debug logs

─────────────────────────────────────────────────────

</offer_next>

<forced_stop> STOP. The workflow is complete. Do NOT automatically run the next command. Wait for the user. </forced_stop>

Search AI Tools

Install this agent skill to your Project

SKILL.md