benchmark-checklist
Vet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened) before you report or act on it.
Skill by saphitv
Chalk Labs
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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/saphitv-benchmark-checklist
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
Use cases: documents
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
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/benchmark-checklist
What's inside
- Skill name
benchmark-checklist- Description
- Vet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened) before you report or act on it. Use when you run a benchmark or report a speedup or regression you measured.
- License
- MIT
- Metadata
- source: https://github.com/uzairansaruzi/p3-stack/tree/09909ebb5c0125e27fad3e57d96b81e832696d69/skills/benchmark-checklist · upstream_commit: 09909ebb5c0125e27fad3e57d96b81e832696d69
- Instructions
- 35 lines in SKILL.md · view on GitHub
Files (3)
- LICENSE
- SKILL.md
- openai.yaml · agents/
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- 0.544score
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Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in.
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Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which…
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interrogate
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Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart".
SkillAFreshness: AClaude Code +9 - 0.539score
correct
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Find the mistakes agents keep repeating in this repo and make each one impossible.
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no-comments
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Spawn Comment Sicko, fix accepted findings, and offer encodings for claimed constraints.
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principle-build-the-lever
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Apply to any non-trivial work, not just bulk work: edits, migrations, analyses, checks.
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principle-experience-first
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Apply when product, UX, or feature-scope tradeoffs come up.
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principle-exhaust-the-design-space
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Apply when facing a novel UI interaction or architectural decision with no precedent in the codebase.
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Oct 17, 2026 (15 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/saphitv/skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from saphitv
- 0.544score
figure-it-out
saphitv
Design an auditable playbook when no narrower one fits: a large migration, an ambitious multi-part change, or work a human reviews after stepping away.
SkillAFreshness: AClaude Code +9 - 0.541score
architect
saphitv
Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in.
SkillAFreshness: AClaude Code +9 - 0.541score
arena
saphitv
Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it.
SkillAFreshness: AClaude Code +9 - 0.541score
how
saphitv
Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which…
SkillAFreshness: AClaude Code +9 - 0.541score
interrogate
saphitv
Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart".
SkillAFreshness: AClaude Code +9 - 0.539score
correct
saphitv
Find the mistakes agents keep repeating in this repo and make each one impossible.
SkillAFreshness: AClaude Code +9
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Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
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Cite this page
benchmark-checklist skill. Agent Mart. https://agentmart.dev/skills/saphitv-benchmark-checklist (last updated 2026-10-24)