ds-review
Installation
SKILL.md
Contains Hooks
This skill uses Claude hooks which can execute code automatically in response to events. Review carefully before installing.
Contains Shell Commands
This skill contains shell command directives (!`command`) that may execute system commands. Review carefully before installing.
Announce: "Using ds-review (Phase 4) to check methodology and quality."
Context Monitoring
| Level | Remaining Context | Action |
|---|---|---|
| Normal | >35% | Proceed normally |
| Warning | 25-35% | Complete current review cycle, then trigger ds-handoff |
| Critical | ≤25% | Immediately trigger ds-handoff — do not start new review cycles |
Review Strategy Choice
After announcing phase, choose review strategy.
Skip this choice when:
- Exploratory analysis (one-off, not for publication)
- Trivial changes (formatting, documentation)
- Internal reporting (low-stakes, quick turnaround)
- Single notebook with < 100 LOC