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design-scoreboard

Designs what an improvement or optimizer loop should climb for a given project and goal, and what must not get worse while it does: goal metrics measured on…

Skill by fblissjr

IndexedApache-2.0★ 2
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/fblissjr-design-scoreboard

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Designs what an improvement or optimizer loop should climb for a given project and goal, and what must not get worse while it does: goal metrics measured on the real path, guardrails, and counter-checks aimed at the cheapest way to fake each gain, so no single number can be reward-hacked. Proves each proxy tracks the outcome it stands for, measures its noise, writes the scenarios as data in the loop state, and proposes the fill for AGENTS.md's Measurement section. Rerun in review mode when the goal changes. User-invoked only.

Use cases: design, data

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Permissions

What this skill can do and what it asks for, from its SKILL.md and code. Checked Nov 2, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/design-scoreboard

What's inside

Skill name
design-scoreboard
Description
Designs what an improvement or optimizer loop should climb for a given project and goal, and what must not get worse while it does: goal metrics measured on the real path, guardrails, and counter-checks aimed at the cheapest way to fake each gain, so no single number can be reward-hacked. Proves each proxy tracks the outcome it stands for, measures its noise, writes the scenarios as data in the loop state, and proposes the fill for AGENTS.md's Measurement section. Rerun in review mode when the goal changes. User-invoked only.
License
Apache-2.0
Instructions
29 lines in SKILL.md · view on GitHub

Files (2)

  • SKILL.md
  • scoreboard-loop.md · references/

SKILL.md (first lines)

# Design a scoreboard

<run>
This skill is a standing prompt. The procedure is in
`${CLAUDE_SKILL_DIR}/references/scoreboard-loop.md`. Read it now and execute
it as written.
</run>

<parameters>
Start from its `<parameters>` block and apply these overrides from the
invocation: $ARGUMENTS

An override that names no parameter goes under "Needs from me" rather than
being guessed into one.
</parameters>

<prerequisites>
The procedure reads the repo's AGENTS.md (North star, Where things live,
Commands, Measurement). If those sections are missing, the template is
`${CLAUDE_PLUGIN_ROOT}/templates/AGENTS.md`. Propose the missing parts under
"Needs from me" and work from the nearest thing the repo has.
</prerequisites>

<after_compaction>
Re-read the procedure file and the scenarios written so far before the next
action.
</after_compaction>

From fblissjr/fb-claude-skills, Apache-2.0.

More from fblissjr/fb-claude-skills

Signals

Stars
2
Forks
1
Open issues
0
Last commit (this folder)
Sep 24, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
Repository
github.com/fblissjr/fb-claude-skills
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from fblissjr

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Cite this page

design-scoreboard skill. Agent Mart. https://agentmart.dev/skills/fblissjr-design-scoreboard (last updated 2026-10-24)