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Show SWARM vault metrics — claim counts by confidence, experiment coverage, failure pattern status, sweep series, pipeline queue state. Triggers on "/stats", "vault stats", "how many claims", "what's in the vault".
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Find connections between claims and update topic maps. Requires semantic judgment to identify genuine evidence relationships. Use after /extract creates claims, when exploring connections, or when a topic map needs synthesis. Triggers on "/cross-link", "/cross-link [claim]", "find connections", "update topic maps", "connect these claims".
Extract structured claims from SWARM experiment runs, sweep results, and red-team reports. Comprehensive extraction is the default — every governance finding, adversarial pattern, and parameter sensitivity result gets extracted. Zero extraction from a domain-relevant run is a BUG. Triggers on "/extract", "/extract [file]", "extract findings", "mine this run", "process this experiment".
Explore and analyze the SWARM knowledge graph — detect orphan claims, find dense connection clusters, trace evidence chains, identify synthesis opportunities. Triggers on "/graph", "graph analysis", "find orphans", "what connects to X".
Research a topic relevant to SWARM AI safety and grow the vault with findings. Queries external sources, synthesizes into claim candidates, follows the extraction pipeline. Triggers on "/learn", "/learn [topic]", "research this", "find papers on".
Surface the next highest-priority action from the SWARM synthesis pipeline queue and maintenance conditions. Recommends what to work on based on queue state, pending observations, stale claims, and research threads. Triggers on "/next", "what should I work on", "next action", "what's pending".
Run the full SWARM synthesis pipeline on one or more experiment runs — seed, extract, cross-link, update, validate in sequence. Triggers on "/pipeline", "/pipeline [run-folder]", "full pipeline", "process everything".
| name | stats |
| description | Show SWARM vault metrics — claim counts by confidence, experiment coverage, failure pattern status, sweep series, pipeline queue state. Triggers on "/stats", "vault stats", "how many claims", "what's in the vault". |
| user-invocable | true |
| allowed-tools | Read, Glob, Grep, Bash |
| context | fork |
Gather and display vault metrics.
# Claim counts
echo "=== Claims ==="
total=$(ls vault/claims/*.md 2>/dev/null | wc -l | tr -d ' ')
high=$(rg '^confidence: high' vault/claims/*.md 2>/dev/null | wc -l | tr -d ' ')
medium=$(rg '^confidence: medium' vault/claims/*.md 2>/dev/null | wc -l | tr -d ' ')
low=$(rg '^confidence: low' vault/claims/*.md 2>/dev/null | wc -l | tr -d ' ')
contested=$(rg '^confidence: contested' vault/claims/*.md 2>/dev/null | wc -l | tr -d ' ')
echo "Total: $total | High: $high | Medium: $medium | Low: $low | Contested: $contested"
echo ""
echo "=== Experiments ==="
exp=$(ls vault/experiments/*.md 2>/dev/null | wc -l | tr -d ' ')
echo "Experiment notes: $exp"
echo ""
echo "=== Failures ==="
fail=$(ls vault/failures/*.md 2>/dev/null | wc -l | tr -d ' ')
echo "Failure patterns: $fail"
echo ""
echo "=== Governance ==="
gov=$(ls vault/governance/*.md 2>/dev/null | wc -l | tr -d ' ')
echo "Governance mechanisms: $gov"
echo ""
echo "=== Sweeps ==="
sw=$(ls vault/sweeps/*.md 2>/dev/null | wc -l | tr -d ' ')
echo "Sweep series: $sw"
echo ""
echo "=== Runs ==="
runs=$(ls -d runs/*/ 2>/dev/null | wc -l | tr -d ' ')
echo "Experiment runs: $runs"
echo ""
echo "=== Pipeline ==="
pending_obs=$(ls vault/ops/observations/*.md 2>/dev/null | wc -l | tr -d ' ')
pending_ten=$(ls vault/ops/tensions/*.md 2>/dev/null | wc -l | tr -d ' ')
echo "Pending observations: $pending_obs (threshold: 10)"
echo "Pending tensions: $pending_ten (threshold: 5)"
SWARM Research OS — Vault Stats
Claims: N total
High confidence: N
Medium: N
Low: N
Contested: N
Coverage:
Experiments: N notes
Failures: N patterns
Governance: N mechanisms
Sweeps: N series
Runs: N raw runs
Pipeline:
Queue tasks pending: N
Observations pending: N / 10
Tensions pending: N / 5