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Agent skill

Cleaning Up Research Sessions

by wentorai in wentorai/Research-Claw

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

Custom licenceAuto-check passedEducation

Install Cleaning Up Research Sessions

skills CLI
$ npx skills add wentorai/Research-Claw --skill cleaning-up-research-sessions -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install wentorai/Research-Claw cleaning-up-research-sessions --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/wentorai/Research-Claw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/cleaning-up-research-sessions .claude/skills/cleaning-up-research-sessions && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
cleaning-up-research-sessions
GitHub stars
858
Used in
3 other repos
Token cost
~2.9k tokens
SKILL.md length
644 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
Custom licence

At a glance

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

  • Works in 5 steps: Analyze Research Session → Present Cleanup Plan to User → Confirm Deletions → …
  • Education work in your project
  • SKILL.md covers Overview, When to Use, Files That Are ALWAYS KEPT and Files That May Be Cleaned Up, plus 9 more sections
  • Calls jq

What it does

Cleaning Up Research Sessions is an agent skill from wentorai/Research-Claw. Safely remove intermediate files from completed research sessions while preserving important data

Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Education. The repository describes itself as: In the AI era, why can't everyone be a Principal Investigator?

When your agent uses it

  • Education work in your project

Example prompts

  • “/cleaning-up-research-sessions”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Analyze Research Session
  2. Present Cleanup Plan to User
  3. Confirm Deletions
  4. Perform Cleanup
  5. Verify Integrity

What it can do on your machine

Read from SKILL.md and the folder at commit 5015be7. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • jq

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Cleaning Up Research Sessions loads about 2.9k tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 644 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~32
When it runs · the whole SKILL.md, loaded when a task matches
~2.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 644 words (~2,864 tokens).

“Remove intermediate files created during research workflow while preserving all important data.”

— opening of SKILL.md by wentorai, Custom licence
name
cleaning-up-research-sessions
when_to_use
After research session is complete and consolidated. When research folder has accumulated temporary files. Before archiving or sharing research session.
version
1.0.0

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/cleaning-up-research-sessions of wentorai/Research-Claw.

Open the folder on GitHubat commit 5015be7

Used in 3 other repositories

We found 5 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in wentorai/Research-Claw, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Cleaning Up Research Sessions next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Cleaning Up Research Sessions compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Cleaning Up Research Sessions this skillwentorai/Research-Claw8583 repos~2.9kAutomated safety check: PassCustom licence
DeepTutor CLIHKUDS/DeepTutor41k—~2.8kAutomated safety check: PassApache-2.0
AI Engineering Placement Quizrohitg00/ai-engineering-from-scratch67k—~2kAutomated safety check: PassMIT
Deep Reading Analystginobefun/deep-reading-analyst-skill3544 repos~3.6kAutomated safety check: PassMIT
OpenMAIC Setup and ExtensionTHU-MAIC/OpenMAIC40k—~1.7kAutomated safety check: NotesMIT
Codebase to Coursezarazhangrui/codebase-to-course5.7k—~4.4kAutomated safety check: PassNone

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Categories

Questions about Cleaning Up Research Sessions

What does Cleaning Up Research Sessions do?

Safely remove intermediate files from completed research sessions while preserving important data. Cleaning Up Research Sessions is an agent skill from wentorai/Research-Claw.

When should I use Cleaning Up Research Sessions?

Cleaning Up Research Sessions fits situations like: education work in your project.

How do I install Cleaning Up Research Sessions in Claude Code?

Run `npx skills add wentorai/Research-Claw --skill cleaning-up-research-sessions -a claude-code`. Or copy the skill folder (skills/cleaning-up-research-sessions in wentorai/Research-Claw) into .claude/skills/cleaning-up-research-sessions in your project. Claude Code loads it when a task matches its description.

How do I install Cleaning Up Research Sessions in Codex?

Run `npx skills add wentorai/Research-Claw --skill cleaning-up-research-sessions -a codex`. Or copy the skill folder (skills/cleaning-up-research-sessions in wentorai/Research-Claw) into .agents/skills/cleaning-up-research-sessions in your project. Codex loads it when a task matches its description.

Can I use Cleaning Up Research Sessions in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add wentorai/Research-Claw --skill cleaning-up-research-sessions -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cleaning-up-research-sessions, .gemini/skills/cleaning-up-research-sessions, .github/skills/cleaning-up-research-sessions and .opencode/skills/cleaning-up-research-sessions in your project.

What does Cleaning Up Research Sessions need to run?

Going by SKILL.md and its folder, Cleaning Up Research Sessions needs the command-line tools its instructions call (jq). Our summary lists: Python 3.

Does Cleaning Up Research Sessions access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Cleaning Up Research Sessions safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Cleaning Up Research Sessions use?

Cleaning Up Research Sessions has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Cleaning Up Research Sessions use?

About 2.9k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Cleaning Up Research Sessions?

Skills that share tags, products or a category with Cleaning Up Research Sessions: DeepTutor CLI (HKUDS/DeepTutor, 41k stars), AI Engineering Placement Quiz (rohitg00/ai-engineering-from-scratch, 67k stars), Deep Reading Analyst (ginobefun/deep-reading-analyst-skill, 354 stars) and OpenMAIC Setup and Extension (THU-MAIC/OpenMAIC, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Cleaning Up Research Sessions?

wentorai (a GitHub user) maintains it in wentorai/Research-Claw, which has 858 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on August 20, 2026.

Source: wentorai/Research-Claw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.