One repeatable pass that keeps fak as STEERABLE as it grows — the one scorecard whose every KPI is growth-invariant, so a 2x-larger repo with the same discipline scores the same. Runs the steerability scorecard (tools/steerabilityscorecard.py) over the working tree, reads the 0-100 steerability index + the advisory drift signals (coupling hubs, p90 sizes, long-function rate, package drift, churn hot spots), drives the index UP and the worst drift axis DOWN by adding REAL modularity (split a cmd dispatch monolith along its verb seams, break a coupling hub, document a package header) — never by gaming a detector, re-measures to PROVE the index rose, and commits only the scorecard lane by explicit path. The growth-invariant counterpart of code-quality (absolute defects) and repo-hygiene (tree shape). Use after a structural change (a new package, a coupling edge into a hub, a growing dispatch file), when the project "feels" harder to change than its size warrants, or on a /loop cadence to keep steering effort flat as the kernel grows.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGrowth & marketingStars0
About this skill
One repeatable pass that keeps fak as STEERABLE as it grows — the one scorecard whose every KPI is growth-invariant, so a 2x-larger repo with the same discipline scores the same. Runs the steerability scorecard (tools/steerabilityscorecard.py) over the working tree, reads the 0-100 steerability index + the advisory drift signals (coupling hubs, p90 sizes, long-function rate, package drift, churn hot spots), drives the index UP and the worst drift axis DOWN by adding REAL modularity (split a cmd dispatch monolith along its verb seams, break a coupling hub, document a package header) — never by gaming a detector, re-measures to PROVE the index rose, and commits only the scorecard lane by explicit path. The growth-invariant counterpart of code-quality (absolute defects) and repo-hygiene (tree shape). Use after a structural change (a new package, a coupling edge into a hub, a growing dispatch file), when the project "feels" harder to change than its size warrants, or on a /loop cadence to keep steering effort flat as the kernel grows.
Quick start
Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
One repeatable pass that keeps fak as STEERABLE as it grows — the one scorecard whose every KPI is growth-invariant, so a 2x-larger repo with the same discipline scores the same. Runs the steerability scorecard (tools/steerability_scorecard.py) over the working tree, reads the 0-100 steerability index + the advisory drift signals (coupling hubs, p90 sizes, long-function rate, package drift, churn hot spots), drives the index UP and the worst drift axis DOWN by adding REAL modularity (split a cmd dispatch monolith along its verb seams, break a coupling hub, document a package header) — never by gaming a detector, re-measures to PROVE the index rose, and commits only the scorecard lane by explicit path. The growth-invariant counterpart of code-quality (absolute defects) and repo-hygiene (tree shape). Use after a structural change (a new package, a coupling edge into a hub, a growing dispatch file), when the project "feels" harder to change than its size warrants, or on a /loop cadence to keep steering effort flat as the kernel grows.
About this listing
Category
Growth & marketing
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