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Steerability Score

Category: Growth & Marketing  ·  Sub-category: retention-loyalty  ·  Last updated:
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.
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About this skill (catalog notes)

Steerability Score includes 5 code blocks for direct copy-paste. At roughly 1,671 words the SKILL.md is on the longer end of the catalog distribution.

Source
anthony-chaudhary.github.io/fak/showcase.html
License
Apache-2.0
Original author
anthony-chaudhary
Indexed lastmod
Catalog position
Growth & Marketing · retention-loyalty
Indexed related skills
10

How Steerability Score fits the catalog

Steerability Score sits in the Growth & Marketing category under the retention-loyalty sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

The shape: run the scorecard → read the index + the worst drift axis → raise the index by adding REAL modularity (never gaming) → re-measure and prove the index rose → commit ONLY your lane by explicit path.

What this skill does

Steerability Score is a community-contributed Claude Code skill in the retention-loyalty sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/steerability-score/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Steerability Score Claude Code skill is built for growth marketers, product-led growth teams, founders running experiments, and performance marketing teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 154,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/steerability-score
curl -L https://claudskills.com/skills/steerability-score/SKILL.md \
  -o ~/.claude/skills/steerability-score/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/steerability-score/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/steerability-score/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\steerability-score\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Steerability Score Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/steerability-score/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Steerability Score skill do?
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.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Steerability Score skill?
Use Steerability Score when your Claude Code task falls under the Growth & Marketing category — specifically in the retention loyalty area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Steerability Score" or describe the task and let Claude pick). Browse related skills at /category/growth/.
What is a Claude Code skill and how does the Steerability Score skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Steerability Score is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Growth & Marketing category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
anthony-chaudhary. (2026). Steerability Score [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/steerability-score/
BibTeX
@misc{steerability-score-2026,
  author    = {anthony-chaudhary},
  title     = {Steerability Score [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/steerability-score/}
}

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Security scan

Grade A · scanned 2026-07-19 — free static scan against the OWASP Agentic Skills Top 10.

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