Agent-Skills.md

Agent Skills: System Health

Show learning system health - insight counts, tag distribution, effectiveness, feedback loop status.

UncategorizedID: enzokro/tether/helix-stats

Repository

enzokro/tether
enzokro

Install this agent skill to your local

pnpm dlx add-skill https://github.com/enzokro/crinzo-plugins/tree/HEAD/helix/skills/helix-stats

Skill Files

Browse the full folder contents for helix-stats.

Download Skill

Loading file tree…

helix/skills/helix-stats/SKILL.md

Skill Metadata

Name
helix-stats
Description
Show learning system health - insight counts, tag distribution, effectiveness, feedback loop status.

System Health

HELIX="$(cat .helix/plugin_root)"
python3 "$HELIX/lib/memory/core.py" health

Returns: status (HEALTHY/NEEDS_ATTENTION), total_insights, total_edges, connected_ratio, avg_edges_per_insight, by_tag, effectiveness, with_feedback, recent_feedback, loop_coverage, causal_ratio, issues.

Detailed Stats

For distribution analysis and tuning constant calibration:

python3 "$HELIX/lib/memory/core.py" stats

Returns JSON with:

  • effectiveness — histogram of insight effectiveness (10 buckets)
  • context_spread — distribution of generality scores (5 buckets)
  • velocity — count by recent_uses value
  • top_velocity — most actively used insights
  • top_connected — highest graph degree insights
  • session_log — outcome counts by type and agent