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freemtyfreemty/labmate/skills/visualize/SKILL.md

visualize

Skill25 starsChanged 2 months agoMITView on GitHub

Use when experiment results or project state need a dashboard, comparison view, or visual explanation. Triggers on "visualize", "可视化", "show results", "dashboard", "compare experiments", "chart my results", "project overview".

45 other projects use a version of this.

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Used with

Projects with it also use exp-pilot-eval, exp-pilot-run and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • skyllwtSkill

    exp-pilot-eval

    Pilot result evaluation — read pilot results, apply success criteria, update idea page (pilot_result, failure_reason if failed), generate PILOT_VERDICT_REPORT. Called by /ideate Phase 5 after /exp-pilot-run.

    Also in 4 projects that use this

  • skyllwtSkill

    exp-pilot-run

    Pilot experiment execution — read Pilot Spec YAML, write pilot code, run experiment(Confirm with the user before operation and require the applicant to conduct manual inspection), return results. Called by /ideate Phase 5. Does NOT modify wiki pages or judge pass/fail.

    Also in 4 projects that use this

  • LambenthanSkill

    daily-arxiv

    每日从 arXiv 拉取新论文，过滤相关性，auto-ingest 高优先级论文，检测 SOTA 更新

    Also in 4 projects that use this

  • LambenthanSkill

    exp-eval

    实验判决门：Review LLM 独立评判实验结果 → 4 种判决路径 → 自动更新 claims confidence、ideas status、graph edges

    Also in 4 projects that use this

  • phanghonghaoSkill

    poster

    HTML/CSS A4 海报生成。从沙龙/活动 Markdown 文件生成科技风 A4 海报 PDF/PNG。Use when user mentions: poster, 海报, 海报生成, make poster, generate poster, 活动海报, 沙龙海报.

    Also in 4 projects that use this

  • +1 more from skyllwt
  • +6 more from Lambenthan

The file

We split this skill into the rules it gives an agent

1 rule. 0 are common, 0 are distinctive, and 1 is very specific to this project.

  • 0

    Common

    Most of the 43 edited versions we read keep these.

  • 0

    Distinctive

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Follow ../../references/agent-routing.md for the viz-frontend role when a custom viewer is justified.

    line 13

“Common” is measured: kept by at least 6 in 10 of the 43 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Visualize

Choose the artifact from the reader's question, not from a fixed framework.

  1. Establish the decision or comparison the visual must support.
  2. Inspect result schemas and existing artifacts. Define a small data contract.
  3. Follow ../../references/agent-routing.md for the viz-frontend role when a custom viewer is justified. Otherwise use the host's native visualization.
  4. Validate numbers against source files and inspect the rendered result.
  5. Report artifact path, source data, validation, and known gaps.

For a research talk, use research-slides; for quick status, prefer a small native table/chart over a new web application.

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