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Re-run the baseline suite and compare against the last known-good run. Flags metric drift, test failures, or behavioral changes.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
SWARM: System-Wide Assessment of Risk in Multi-agent systems. Simulate multi-agent dynamics, test governance, study emergent risks.
Query the SWARM knowledge graph structurally — find pages, list backlinks, follow link paths, and surface related/semantic neighbors across docs, scenarios, slash commands, agents, roles, and code references. Prefer this over grep when you need *connected* answers ("what links to X", "how does X relate to Y", "what's similar to X").
Scaffold research papers from SWARM run data with auto-populated tables
Run parameter grid sweeps across SWARM scenarios and generate summary statistics
Generate publication-quality visualizations from SWARM simulation data
Execute a SWARM simulation scenario and export standardized artifacts
| name | regression-check |
| description | Re-run the baseline suite and compare against the last known-good run. Flags metric drift, test failures, or behavioral changes. |
| version | 1.0 |
| metadata | {"author":"swarm-research-os","generated_from":"research-os-v0.1"} |
| allowed-tools | Read Bash Glob Grep |
Mode: $ARGUMENTS
Parse:
tests — run pytest suite onlybaseline — re-run baseline scenario and compare metricsfull or empty — run both tests and baseline comparisonpython -m pytest tests/ -v --tb=short
Report pass/fail count. If any failures, list them.
python -m swarm run scenarios/baseline.yaml --seed 42 --epochs 10 --steps 10
Read the most recent baseline run from memory at .letta/memory/runs/latest.md.
If a previous baseline exists, compare:
Flag any metric that changed by more than 10% as a potential regression.
## Regression Check
### Tests
- {passed}/{total} passed
- Failures: {list or "none"}
### Baseline comparison
| Metric | Previous | Current | Delta | Status |
|--------|----------|---------|-------|--------|
| Welfare | ... | ... | ... | OK/DRIFT |
| Toxicity | ... | ... | ... | OK/DRIFT |
### Verdict
{CLEAN — no regressions detected}
{REGRESSED — {details}}