Cleaning Up Research Sessions is a skill in brycewang-stanford/Auto-Empirical-Research-Skills, last changed 15 Jul 2026. It can run shell commands and name web addresses.

From the author
Safely remove intermediate files from completed research sessions while preserving important data

At a glance

What it can touch

How much a skill can do, not whether it is risky.

Pattern check

Nothing flagged

That isn't proof the skill is harmless.

Commit bfa0a6e · 3 Nov 2026

How the check works

Pattern check: nothing flagged

That isn't proof the skill is harmless.

Install

Each tab says whether it installs commit bfa0a6e, the one we checked, or the latest version.

Read SKILL.md first
Licence not identified
Licence
4.9k
Repo stars
Files

What it can touch

From the files and frontmatter at commit bfa0a6e. This is how much a skill can do, not whether it is risky.

  • Runs shell commands

    Its instructions or files give the agent commands to run on your computer.

  • Names web addresses

    It mentions outside web addresses the agent may visit. We list them but don't follow them.

    Outside links we did not follow

Pattern check

Pattern check: nothing flagged · commit bfa0a6e · 3 Nov 2026

We checked every text file in this skill, at commit bfa0a6e on 3 Nov 2026, against 45 published patterns such as download-and-run commands, hidden text and credential access. We don't run the skill, we don't read the web pages it points to, and we can't judge everything its instructions might lead an agent to do. In published tests, pattern checks like this one missed most malicious skills. Read the skill before you install it — especially anything it asks you to download or run.

How the check worksReport an incorrect finding

  • https://copaper.ai
  • https://github.com/kthorn/research-superpower

Format check

Each agent reads SKILL.md a little differently. We check the file against each one's published rules; we don't run the skill in any agent.

  • Agent Skills specFails

    The open format from agentskills.io, held to the strictest version of each rule among the agents we check.

    • Error

      The name "Cleaning Up Research Sessions" has uppercase letters and spaces. Names may use only a–z, 0–9 and single hyphens. N3

      Fix: Use name: cleaning-up-research-sessions.

    • Error

      The name "Cleaning Up Research Sessions" doesn't match its folder "cleaning-up-research-sessions". The spec requires them to match. N4

      Fix: Set name: cleaning-up-research-sessions, or rename the folder to cleaning-up-research-sessions.

    • Warning

      Fields outside the spec: when_to_use (read by Claude Code) and version. Uploads to the Claude apps and API, and the spec's validator, reject the file; most agents ignore these fields. O1

      Fix: Delete them for a portable skill, or keep them if you only target the agents that read them.

    • Note

      There is no license field, so readers can't tell whether they may reuse the skill. O2

      Fix: Add license: with an SPDX name such as MIT or Apache-2.0, or the name of a bundled licence file.

  • Claude CodePasses

    Claude Code reads its own extra fields, ignores unknown ones, and still loads a skill whose frontmatter is broken, without its fields.

    • Note

      The name "Cleaning Up Research Sessions" doesn't match its folder "cleaning-up-research-sessions". Claude Code shows the skill as /Cleaning Up Research Sessions, and the folder name also invokes it. N4

      Fix: Set name: cleaning-up-research-sessions, or rename the folder to cleaning-up-research-sessions.

    • Note

      Claude Code ignores fields it doesn't know: version. O1

      Fix: Check the spelling against Claude Code's field list, or delete them.

  • Claude apps & API uploadFails

    Uploading to claude.ai or the Claude API, or packaging with Anthropic's script, accepts only the six spec fields and stops on anything else.

    • Error

      The name "Cleaning Up Research Sessions" has uppercase letters and spaces. Anthropic's validator allows only lowercase letters, digits and hyphens. N3

      Fix: Use name: cleaning-up-research-sessions.

    • Error

      The name "Cleaning Up Research Sessions" doesn't match its folder "cleaning-up-research-sessions". claude.ai refuses an upload whose folder name doesn't match the skill name. N4

      Fix: Set name: cleaning-up-research-sessions, or rename the folder to cleaning-up-research-sessions.

    • Error

      Upload and packaging fail on fields outside the spec: when_to_use and version. O1

      Fix: Delete them, and keep your own data under metadata as text values.

  • OpenAI (Codex & API)Fails

    Codex finds SKILL.md by its exact name and needs a description; OpenAI's Skills API checks the frontmatter against the spec and caps uploads.

    • Error

      The name "Cleaning Up Research Sessions" has uppercase letters and spaces. OpenAI's upload follows the spec, which allows only a–z, 0–9 and hyphens. N3

      Fix: Use name: cleaning-up-research-sessions.

    • Warning

      The name "Cleaning Up Research Sessions" doesn't match its folder "cleaning-up-research-sessions". OpenAI's own upload example uses a differently named folder, but the spec it follows says they must match. N4

      Fix: Set name: cleaning-up-research-sessions, or rename the folder to cleaning-up-research-sessions.

    • Warning

      Fields outside the spec: when_to_use and version. Codex ignores them; OpenAI doesn't say whether its upload accepts them. O1

      Fix: Delete them, or move your own data under metadata as text values.

  • VS Code & CopilotPasses with warnings

    VS Code reads skills one folder below .github/skills, .claude/skills or .agents/skills and falls back to the folder name when the name is missing or differs; GitHub's Copilot docs require the exact name SKILL.md.

    • Warning

      The name "Cleaning Up Research Sessions" has uppercase letters and spaces. VS Code uses the folder name whenever the name differs from it. N3

      Fix: Use name: cleaning-up-research-sessions.

    • Warning

      The name "Cleaning Up Research Sessions" doesn't match its folder "cleaning-up-research-sessions". VS Code uses the folder name, cleaning-up-research-sessions, instead. N4

      Fix: Set name: cleaning-up-research-sessions, or rename the folder to cleaning-up-research-sessions.

    • Note

      VS Code ignores fields it doesn't support: when_to_use and version. O1

      Fix: Delete them unless another agent you target reads them.

SKILL.md

We only show SKILL.md text here when its licence clearly allows it.

Read SKILL.md on GitHub (opens in a new tab)

Files

1 file

PathSize
SKILL.md (opens in a new tab)12.1 KB

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Repo facts from GitHub on 3 Nov 2026. Files read at commit bfa0a6e.

QAI did not write these skills and is not affiliated with their authors unless a page says so. Logos and icons belong to their owners and are not a mark of approval. How we check