claude_slash_commands

Please perform a deep audit of our current task to produce a handoff document that gets another agent fully up to speed.

Deliverable: Create a file named AUDIT_HANDOFF.md at the project root.

Document your current understanding of:

• what we are building
• why we are building it
• the project's telos (ultimate purpose/end-state)
• how we are approaching implementation
• what has been completed so far
• how we define and measure success
• current hypotheses
• what is true (with evidence) vs what is assumed
• what might be wrong
• highest-risk areas
• what we just tried and the outcome
• next hypothesis
• open questions

Required Structure (use these exact section headers)

1. # Executive Summary
2. 5-10 bullets: current project state, trajectory, and key concerns.

1. # Product Vision and Telos
2. What we are building.
3. Why it matters.
4. Desired end-state if the project fully succeeds.

1. # Implementation Approach
2. Architecture and strategy.
3. Key technical decisions and tradeoffs.
4. Why this approach was chosen over alternatives.

1. # Progress So Far
2. Completed work.
3. In-progress work.
4. Deferred/not started work.
5. Include concrete references (files, PRs, commits, tests, docs) where possible.

1. # Success Metrics
2. Define primary and secondary metrics.
3. For each metric include: baseline, current value (if known), target, and measurement method.

1. # Hypotheses
2. Current main hypothesis.
3. Supporting sub-hypotheses.
4. What would confirm or falsify each one.

1. # Evidence vs Assumptions

Include a table with columns: Claim | Type (Evidence/Assumption) | Source | Confidence (Low/Med/High) | Notes

1. # Failure Modes and Risk Register
2. What could be wrong.
3. Highest-risk areas (ranked by impact x likelihood).
4. Detection signals and mitigation options for each risk.

1. # Most Recent Experiment/Attempt
2. What was just tried.
3. Expected result.
4. Actual result.
5. Interpretation.
6. Artifacts (logs, test outputs, benchmark data, screenshots, etc.).

1. # Next Hypothesis and Immediate Plan
2. Next best hypothesis to test.
3. Why this is the highest-leverage next step.
4. Step-by-step plan for the next iteration.

1. # Open Questions
2. Unresolved technical, product, and operational questions.
3. For each: why it matters, blocking status, and who/what can resolve it.

Quality Bar

• Clearly separate facts, inferences, and assumptions.
• Prefer concrete evidence over narrative.
• Cite sources directly (file paths, line refs, commands, outputs, tickets, PR links).
• Be explicit about uncertainty and confidence.
• Keep it concise but complete; optimize for fast onboarding and auditability.