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swarm-ai-safety

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• 16 skills
• 0 followers
• 1 week ago last updated

1. ▌
   Paper Writing · swarm-ai-safety bundle

   Scaffold research papers from SWARM run data with auto-populated tables
   0 installs
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   Parameter Sweep · swarm-ai-safety

   Run parameter grid sweeps across SWARM scenarios and generate summary statistics
   0 installs
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   Statistical Analysis · swarm-ai-safety bundle

   Perform rigorous statistical analysis on SWARM experiment data with multiple-comparison corrections
   0 installs
4. ▌
   Session Close · swarm-ai-safety

   End-of-session ritual — summarize what changed, what was learned, update memory, commit, and push. Ensures no work is lost and the next session has full context.
   0 installs
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   Plotting · swarm-ai-safety

   Generate publication-quality visualizations from SWARM simulation data
   0 installs
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   Experiment Loop · swarm-ai-safety

   Run the full experiment lifecycle — design, sanity check, full sweep, synthesize, and claim review. Given a hypothesis, proposes sweep matrix, runs the experiment, generates artifacts, and updates the research log.
   0 installs
7. ▌
   Regression Check · swarm-ai-safety

   Re-run the baseline suite and compare against the last known-good run. Flags metric drift, test failures, or behavioral changes.
   0 installs
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   Run Scenario · swarm-ai-safety

   Execute a SWARM simulation scenario and export standardized artifacts
   0 installs
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   Run Query · swarm-ai-safety

   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.
   1 install
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    Synthesize · swarm-ai-safety bundle

    Synthesize a SWARM run into vault notes. Reads run.yaml and summary.json, generates an experiment note, checks existing claims for new evidence, updates the master index. Triggers on "/synthesize", "/synthesize [run_id]", "synthesize this run", "generate notes for run".
    0 installs
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    Vault Init · swarm-ai-safety bundle

    Initialize or extend a SWARM Research OS vault. Creates directory structure, installs schema-enforced templates, generates master index, seeds starter notes, and optionally backfills run.yaml metadata for existing runs. Triggers on "/vault-init", "initialize vault", "set up research os vault", "create vault structure".
    0 installs
12. ▌
    Sanity Check · swarm-ai-safety

    Quick validation run before committing to a full sweep. Runs a scenario with minimal seeds/epochs, checks for crashes and metric sanity, reports go/no-go.
    0 installs
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    Claim · swarm-ai-safety bundle

    Create or update a claim card in the vault. In create mode, guides through evidence collection, confidence assessment, and boundary conditions. In update mode, adds new evidence or changes status. Triggers on "/claim", "/claim create [proposition]", "/claim update [claim-id]", "/claim status", "add a claim", "update claim evidence".
    0 installs
14. ▌
    Verify · swarm-ai-safety bundle

    Run all vault integrity checks — schema validation, evidence provenance, wiki-links, index consistency, and claim health. Triggers on "/verify", "/verify --claims", "/verify --quick", "check vault health", "verify the vault".
    0 installs
15. ▌
    Kb Query · swarm-ai-safety

    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").
    0 installs
16. ▌
    Swarm Safety · swarm-ai-safety bundle

    SWARM: System-Wide Assessment of Risk in Multi-agent systems. Simulate multi-agent dynamics, test governance, study emergent risks.
    0 installs