菜单
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".
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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