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Query the run index and vault for experiment history. Search by tag, date, type, or claim. Returns run metadata and pointers without loading raw data.
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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 | run-query |
| description | Query the run index and vault for experiment history. Search by tag, date, type, or claim. Returns run metadata and pointers without loading raw data. |
| version | 1.0 |
| metadata | {"author":"swarm-research-os","generated_from":"research-os-v0.1"} |
| allowed-tools | Read Glob Grep Bash |
Query: $ARGUMENTS
Parse the query type:
tag <tag> — find runs by tagdate <YYYY-MM-DD> or date <YYYY-MM> — find runs by datetype <single|sweep|redteam|study|calibration> — find runs by typeclaim <claim-id> — find runs linked to a claimrecent [N] — show N most recent runs (default 10)stats — show run index statistics/Users/raelisavitt/swarm-artifacts/run-index.yaml/Users/raelisavitt/swarm-artifacts/vault/claims//Users/raelisavitt/swarm-artifacts/vault/experiments//Users/raelisavitt/swarm-artifacts/runs/<run_id>/run.yamlSearch run-index.yaml for entries where tags contains the search term.
vault/claims/<claim-id>.mdevidence.supporting and evidence.weakeningrun-index.yaml## Run Query Results: {query}
| Date | Run ID | Type | Tags | Key Finding |
|------|--------|------|------|-------------|
| ... | ... | ... | ... | ... |
{N} runs matched.
For individual run details, also show: