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#132 by GitHub stars

HKUSTDial/Supervisor-Skills

将博导十年科研经验炼化为可直接调用的 AI 技能。从 Idea 构思到论文投稿，你的 AI 科研副导师。

Research

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

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skills/benchmark-paper-template/SKILL.md

Week of Oct 26, 2026 · +0 / −0 lines

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skills/deep-research/SKILL.md

Week of Oct 26, 2026 · +0 / −0 lines

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skills/drawio-reconstruction/SKILL.md

Week of Oct 26, 2026 · +0 / −0 lines

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skills/figure-designer/SKILL.md

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skills/idea-evaluator/SKILL.md

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skills/intro-drafter/SKILL.md

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skills/paper-polish/SKILL.md

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skills/paper-writer/SKILL.md

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skills/pre-submission-reviewer/SKILL.md

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skills/rebuttal-guidance/SKILL.md

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skills/tech-paper-template/SKILL.md

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skills/vibe-research-workflow/SKILL.md

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View on GitHubAdd to my skills

Verified commit a20d76ef3979b804d7dbf599d577826957e0a8a9

11.9kGitHub stars
652stars in 7 days
12skills in this repository
3commits in 30 days

Heat

7.8
  • Star growth, last 7 daysAhead of 97% of tracked repositories
  • Star growth, last 24 hoursAhead of 97% of tracked repositories
  • Rank movement, last 7 daysAhead of 84% of tracked repositories
  • Commits, last 30 daysAhead of 64% of tracked repositories
  • Accounts asking about it through MCP, last 7 daysNot available
  • Hot votes this weekAhead of 0% of tracked repositories

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Aug 2, 2026Nov 7, 202611,901

Individual skills in this repository

How it works

benchmark-paper-template

When your agent uses it

Structures Benchmark and Evaluation papers using the five-pillar framework (Research Gap, Construction Pipeline, Evaluation Framework, Empirical Findings, optional Companion Method). Returns a completeness audit, a six-part Introduction logic chain, a Section 2-7 skeleton, and a pre-submission checklist. Use when writing a benchmark paper, structuring a benchmark paper, checking whether a benchmark idea is substantive, drafting a benchmark Introduction, or planning the data-construction pipeline or experiments.

What it loads into context

Frontmatter

109 tokens

Always available to the agent

SKILL.md

2,365 tokens

When the skill is activated

Reference documents

12,536 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. Overview
  2. Core capabilities
  3. Benchmark paper vs technical paper
  4. The five pillars
  5. Introduction six-part flowchart
  6. Section skeleton
  7. Prompt template
  8. Reference exemplars
  9. Usage tips
  10. References

Files

  • SKILL.mdcore11,184 bytes
  • SKILL.mdcore11,184 bytes
  • references/benchmark-design.mddoc7,558 bytes
  • references/checklist.mddoc6,934 bytes
  • references/construction-pipeline.mddoc6,357 bytes
  • references/experiments.mddoc8,218 bytes
  • references/gap-analysis.mddoc5,467 bytes
  • references/instantiation-template.mddoc5,327 bytes
  • references/orchestrator-notes.mddoc5,263 bytes
  • references/paper-structure.mddoc9,906 bytes

No excerpt is shown for this license. Read the source on GitHub.

View the complete source on GitHub

Skills included

  • benchmark-paper-template
  • deep-research
  • drawio-reconstruction
  • figure-designer
  • idea-evaluator
  • intro-drafter
  • paper-polish
  • paper-writer
  • pre-submission-reviewer
  • rebuttal-guidance
  • tech-paper-template
  • vibe-research-workflow

Repository facts

License
No license detected
Created
Apr 19, 2026
Last pushed
Nov 5, 2026
Forks
698
Open issues
1
Project activity
Active

Rank over the last 12 weeks

Now #132 · best #132 · up 23 in 30 days

  1. #135 on Oct 30
  2. #134 on Oct 31
  3. #133 on Nov 1
  4. #132 on Nov 2
  5. #133 from Nov 3 to Nov 5
  6. #132 since Nov 6
64 earlier periods
  1. #196 on Aug 2
  2. #192 on Aug 7
  3. #190 on Aug 8
  4. #188 on Aug 9
  5. #190 on Aug 10
  6. #189 on Aug 11
  7. #187 on Aug 12
  8. #190 on Aug 13
  9. #189 on Aug 14
  10. #188 on Aug 15
  11. #189 from Aug 16 to Aug 17
  12. #192 on Aug 18
  13. #191 on Aug 19
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  23. #184 on Sep 1
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  32. #174 from Sep 12 to Sep 13
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  36. #167 from Sep 17 to Sep 18
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  43. #162 on Sep 30
  44. #163 from Oct 1 to Oct 2
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  48. #155 on Oct 6
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  51. #153 from Oct 9 to Oct 10
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  54. #145 on Oct 13
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  56. #143 on Oct 15
  57. #141 from Oct 16 to Oct 17
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  59. #141 on Oct 19
  60. #140 from Oct 20 to Oct 21
  61. #139 from Oct 22 to Oct 24
  62. #140 on Oct 25
  63. #135 on Oct 28
  64. #134 on Oct 29

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 2, 2026

Changed on Oct 27, 2026

No longer found: Dangerous shell operation, Possible obfuscation

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 164 notes
  • skills/benchmark-paper-template/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/drawio-reconstruction/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/drawio-reconstruction/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/drawio-reconstruction/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/drawio-reconstruction/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/drawio-reconstruction/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/drawio-reconstruction/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/drawio-reconstruction/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/drawio-reconstruction/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/drawio-reconstruction/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/drawio-reconstruction/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/drawio-reconstruction/examples/data_lake.drawio:160 Analysis incomplete: physical or joined line exceeds character limit
  • skills/drawio-reconstruction/examples/data_lake.drawio:158 Analysis incomplete: physical or joined line exceeds character limit
  • skills/drawio-reconstruction/examples/data_lake.drawio:159 Analysis incomplete: physical or joined line exceeds character limit
  • skills/drawio-reconstruction/examples/data_lake.drawio:187 Analysis incomplete: physical or joined line exceeds character limit
  • skills/drawio-reconstruction/examples/data_lake.drawio:185 Analysis incomplete: physical or joined line exceeds character limit
  • skills/drawio-reconstruction/examples/data_lake.drawio:186 Analysis incomplete: physical or joined line exceeds character limit
  • skills/drawio-reconstruction/examples/data_lake.drawio:202 Analysis incomplete: physical or joined line exceeds character limit
  • skills/drawio-reconstruction/examples/data_lake.drawio:200 Analysis incomplete: physical or joined line exceeds character limit
  • skills/drawio-reconstruction/examples/data_lake.drawio:201 Analysis incomplete: physical or joined line exceeds character limit
Show all 38 signals by file

skills/drawio-reconstruction/.gitignore

  • Access to secretsline 10
    [Credential-related source omitted]

skills/drawio-reconstruction/README.md

  • Network accessline 9
    [![arXiv](https://img.shields.io/badge/arXiv-2605.15677-b31b1b)](https://arxiv.org/abs/2605.15677)
  • Network accessline 10
    [![Dataset](https://img.shields.io/badge/HuggingFace-VCG--Bench-yellow)](https://huggingface.co/datasets/sxy1620348809/VCG-Bench)
  • Network accessline 16
    The companion benchmark repository is released at https://github.com/sxy1499894281/VCG-Bench.
  • Network accessline 85
    Use $skill-installer to install https://github.com/HKUSTDial/Supervisor-Skills/tree/main/skills/drawio-reconstruction.
  • Network accessline 112
    Download the matching `.deb` or AppImage from the official [drawio-desktop releases](https://github.com/jgraph/drawio-desktop/releases). For a downloaded `.deb`:
  • Dangerous shell operationline 115
    sudo apt install ./drawio-amd64-*.deb
  • Network accessline 189
    - Homepage: https://sxy1499894281.github.io/VCG-Bench/
  • Network accessline 190
    - Paper: https://arxiv.org/abs/2605.15677
  • Network accessline 191
    - Dataset: https://huggingface.co/datasets/sxy1620348809/VCG-Bench
  • Network accessline 192
    - Code: https://github.com/sxy1499894281/VCG-Bench
  • Network accessline 208
    archivePrefix={arXiv},       primaryClass={cs.CL},       url={https://arxiv.org/abs/2605.15677},
  • Network accessline 209
    primaryClass={cs.CL},       url={https://arxiv.org/abs/2605.15677},  }
  • Network accessline 210
    url={https://arxiv.org/abs/2605.15677},

skills/drawio-reconstruction/README.zh-CN.md

  • Network accessline 9
    [![arXiv](https://img.shields.io/badge/arXiv-2605.15677-b31b1b)](https://arxiv.org/abs/2605.15677)
  • Network accessline 10
    [![Dataset](https://img.shields.io/badge/HuggingFace-VCG--Bench-yellow)](https://huggingface.co/datasets/sxy1620348809/VCG-Bench)
  • Network accessline 16
    配套 benchmark 仓库地址： https://github.com/sxy1499894281/VCG-Bench
  • Network accessline 17
    https://github.com/sxy1499894281/VCG-Bench
  • Network accessline 86
    Use $skill-installer to install https://github.com/HKUSTDial/Supervisor-Skills/tree/main/skills/drawio-reconstruction.
  • Network accessline 113
    从官方 [drawio-desktop releases](https://github.com/jgraph/drawio-desktop/releases) 下载匹配平台的 `.deb` 或 AppImage。下载 `.deb` 后可执行：
  • Dangerous shell operationline 116
    sudo apt install ./drawio-amd64-*.deb
  • Network accessline 190
    - Homepage: https://sxy1499894281.github.io/VCG-Bench/
  • Network accessline 191
    - Paper: https://arxiv.org/abs/2605.15677
  • Network accessline 192
    - Dataset: https://huggingface.co/datasets/sxy1620348809/VCG-Bench
  • Network accessline 193
    - Code: https://github.com/sxy1499894281/VCG-Bench
  • Network accessline 209
    archivePrefix={arXiv},       primaryClass={cs.CL},       url={https://arxiv.org/abs/2605.15677},
  • Network accessline 210
    primaryClass={cs.CL},       url={https://arxiv.org/abs/2605.15677},  }
  • Network accessline 211
    url={https://arxiv.org/abs/2605.15677},

skills/drawio-reconstruction/scripts/batch_manifest.py

  • Executable scriptline 1
    #!/usr/bin/env python3

skills/drawio-reconstruction/scripts/batch_verify.py

  • Executable scriptline 1
    #!/usr/bin/env python3

skills/drawio-reconstruction/scripts/check_drawio.py

  • Executable scriptline 1
    #!/usr/bin/env python3

skills/drawio-reconstruction/scripts/crop_assist.py

  • Executable scriptline 1
    #!/usr/bin/env python3

skills/drawio-reconstruction/scripts/export_drawio.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Access to secretsline 28
    [Credential-related source omitted]
  • Access to secretsline 31
    [Credential-related source omitted]
  • Access to secretsline 38
    [Credential-related source omitted]

skills/paper-writer/references/citation-style.md

  • Network accessline 92
    Smith, A. B., Jones, C. D., & Lee, E. F. (2023). Title of article. Journal Name, 45(3), 123-145. https://doi.org/10.xxxx/xxxxx
  • Network accessline 93
    Name, 45(3), 123-145. https://doi.org/10.xxxx/xxxxx

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 37 facts

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md skills/benchmark-paper-template/SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md skills/benchmark-paper-template/SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md skills/benchmark-paper-template/SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md skills/benchmark-paper-template/SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md skills/benchmark-paper-template/SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md skills/benchmark-paper-template/SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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HKUSTDial/Supervisor-Skills: #132 on hotskills, 11.9k stars

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