The generic 2×-then-harden loop the whole scorecard family runs — score a surface, drive its debt down 2× with genuine fixes, rescore to PROVE the drop, and when the surface saturates (grade A, zero debt, nothing left to retire) HARDEN the metric itself — tighten a real threshold, promote a SOFT KPI to HARD, or add a dimension — so the score stays a live gradient instead of a frozen A. The conductor over the per-surface instruments (quality-score, industry-score, persona-score, steerability-score, ...): it owns the one move no single -score skill owns — raising the bar when a metric stops discriminating, then re-pinning the control-pane ratchet. Use to run a 2× pass on any surface, to decide whether a saturated scorecard needs hardening, or on a /loop cadence to keep every metric honest in BOTH directions (debt down, bar up).
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGeneralStars0
About this skill
The generic 2×-then-harden loop the whole scorecard family runs — score a surface, drive its debt down 2× with genuine fixes, rescore to PROVE the drop, and when the surface saturates (grade A, zero debt, nothing left to retire) HARDEN the metric itself — tighten a real threshold, promote a SOFT KPI to HARD, or add a dimension — so the score stays a live gradient instead of a frozen A. The conductor over the per-surface instruments (quality-score, industry-score, persona-score, steerability-score, ...): it owns the one move no single -score skill owns — raising the bar when a metric stops discriminating, then re-pinning the control-pane ratchet. Use to run a 2× pass on any surface, to decide whether a saturated scorecard needs hardening, or on a /loop cadence to keep every metric honest in BOTH directions (debt down, bar up).
Quick start
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The generic 2×-then-harden loop the whole scorecard family runs — score a surface, drive its debt down 2× with genuine fixes, rescore to PROVE the drop, and when the surface saturates (grade A, zero debt, nothing left to retire) HARDEN the metric itself — tighten a real threshold, promote a SOFT KPI to HARD, or add a dimension — so the score stays a live gradient instead of a frozen A. The conductor over the per-surface instruments (quality-score, industry-score, persona-score, steerability-score, …): it owns the one move no single *-score skill owns — raising the bar when a metric stops discriminating, then re-pinning the control-pane ratchet. Use to run a 2× pass on any surface, to decide whether a saturated scorecard needs hardening, or on a /loop cadence to keep every metric honest in BOTH directions (debt down, bar up).
About this listing
Category
General
Reported license
Apache-2.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI