define-rubric
Builds measurable validation criteria when no existing standards apply.
Skill by DheerG
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/dheerg-define-rubric
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About
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 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/define-rubric
What's inside
- Skill name
define-rubric- Description
- Builds measurable validation criteria when no existing standards apply. Invoked by team agents during review.
- License
- MIT
- Instructions
- 9 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
The team can't find existing standards. Help them build a rubric. Ask: what does the output look like when it's right? Get specific, measurable answers. File sizes, response times, value ranges, visual correctness, behavioral expectations. If the user or team can't quantify it, ask what they'd check manually. If they don't know the values yet, the rubric item becomes an experiment: produce a sample, measure the property, decide if it's acceptable. The rubric is a short list of pass/fail criteria the team agrees on before execution starts. Keep it concrete. The team will review output against these criteria in a loop — refining until confidence reaches 9/10+. Write criteria that guide improvement, not just pass/fail. When no test suite exists, this rubric is the testing framework.
From DheerG/swarms, MIT.
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- 0.582score
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Independent review loop run before delivery in code work.
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writing-style
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Structural pattern analysis for writing-mode review.
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general-mode
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General mode operational spec for the team lead.
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writing-mode
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Writing mode operational spec for the team lead.
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code-mode
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Detects when a stated outcome names a specific instance — a mechanism-as-means or a single named product — where a category was meant, and returns a neutral…
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audit-context
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Evaluates ambient context artifacts (CLAUDE.md, memory, local skills, settings hooks) for compatibility with swarm governance.
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Recommends team composition based on outcomes and mode.
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Signals
- Stars
- 85
- Forks
- 8
- Open issues
- 1
- Last commit (this folder)
- Apr 15, 2026 (6 months ago)
- Last release
- Jul 23, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/DheerG/swarms
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from DheerG
- 0.582score
workflow-rules
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Returns the universal governance spec for swarm team runs — hard rules, briefing templates, gate presentation contract, launch mechanics, and pulse setup.
SkillCFreshness: C★ 85Claude Code +9 - 0.582score
independent-review-loop
DheerG
Independent review loop run before delivery in code work.
SkillCFreshness: C★ 85Claude Code +9 - 0.582score
gate-presentation
DheerG
Returns the frozen gate constants — question, header, option labels and descriptions, digest field-list, and preview content — for every catalog gate.
SkillCFreshness: C★ 85Claude Code +9 - 0.579score
resolve-dispute
DheerG
Resolves stuck review findings via a put-up-or-concede exchange.
SkillCFreshness: C★ 85Claude Code +9 - 0.579score
triage-mode
DheerG
Triage mode operational spec for the team lead.
SkillCFreshness: C★ 85Claude Code +9 - 0.579score
writing-style
DheerG
Structural pattern analysis for writing-mode review.
SkillCFreshness: C★ 85Claude Code +9
Cite this page
define-rubric skill. Agent Mart. https://agentmart.dev/skills/dheerg-define-rubric (last updated 2026-10-24)