Agent skill

Tulingresearch Core Reproduction

by meamaturinlove221 in meamaturinlove221/TuringResearch_plus

A skill your agent uses when maintaining the minimal TulingResearch Core MCP tool loop.

Custom licenceAuto-check passedAgent Workflows

Install Tulingresearch Core Reproduction

skills CLI
$ npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-core-reproduction -a claude-code

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

GitHub CLI
$ gh skill install meamaturinlove221/TuringResearch_plus tulingresearch-core-reproduction --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/meamaturinlove221/TuringResearch_plus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/tulingresearch-core-reproduction .claude/skills/tulingresearch-core-reproduction && 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
tulingresearch-core-reproduction
GitHub stars
136
Token cost
~558 tokens
SKILL.md length
212 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
Custom licence

At a glance

A skill your agent uses when maintaining the minimal TulingResearch Core MCP tool loop.

  • Maintaining the minimal TulingResearch Core MCP tool loop
  • SKILL.md covers Role, When to use, Inputs and Outputs, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tasks that involve MCP servers

What it does

Tulingresearch Core Reproduction is an agent skill from meamaturinlove221/TuringResearch_plus. Use when maintaining the minimal TulingResearch Core MCP tool loop.

Its SKILL.md is about 560 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 Agent Workflows, covering MCP servers. It works with Model Context Protocol. The repository describes itself as: Turn messy research goals into evidence ledgers, method cards, experiment routes, artifact audits, and advisor-ready reports.

When your agent uses it

  • Maintaining the minimal TulingResearch Core MCP tool loop
  • Tasks that involve MCP servers

Example prompts

  • “/tulingresearch-core-reproduction”

What it can do on your machine

Read from SKILL.md and the folder at commit 48a7795. 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

    No scripts in the folder and no shell commands in SKILL.md.

    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

Tulingresearch Core Reproduction loads about 558 tokens when it runs. Until then it costs about 25 tokens; SKILL.md has 212 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~25
When it runs · the whole SKILL.md, loaded when a task matches
~558

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 212 words (~558 tokens).

“Maintain local-only Core tools and keep MCP wrappers thin over services.”

— opening of SKILL.md by meamaturinlove221, Custom licence
name
tulingresearch-core-reproduction

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/tulingresearch-core-reproduction of meamaturinlove221/TuringResearch_plus.

Open the folder on GitHubat commit 48a7795

Compare with similar skills

Tulingresearch Core Reproduction 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.

Tulingresearch Core Reproduction compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tulingresearch Core Reproduction this skillmeamaturinlove221/TuringResearch_plus136—~558Automated safety check: PassCustom licence
Agent QA Authoringvostride/agent-qa904—~569Automated safety check: PassCustom licence
Agent QA Result Triagevostride/agent-qa904—~394Automated safety check: PassCustom licence
Lightpandalightpanda-io/agent-skill101—~6kAutomated safety check: PassApache-2.0
Opik Comparecomet-ml/opik-mcp220—~2.6kAutomated safety check: NotesApache-2.0
Agent QA Debug Fixvostride/agent-qa904—~398Automated safety check: PassCustom licence

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Questions about Tulingresearch Core Reproduction

What does Tulingresearch Core Reproduction do?

A skill your agent uses when maintaining the minimal TulingResearch Core MCP tool loop. Tulingresearch Core Reproduction is an agent skill from meamaturinlove221/TuringResearch_plus. Use when maintaining the minimal TulingResearch Core MCP tool loop.

When should I use Tulingresearch Core Reproduction?

Tulingresearch Core Reproduction fits situations like: maintaining the minimal TulingResearch Core MCP tool loop; tasks that involve MCP servers.

How do I install Tulingresearch Core Reproduction in Claude Code?

Run `npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-core-reproduction -a claude-code`. Or copy the skill folder (.agents/skills/tulingresearch-core-reproduction in meamaturinlove221/TuringResearch_plus) into .claude/skills/tulingresearch-core-reproduction in your project. Claude Code loads it when a task matches its description.

How do I install Tulingresearch Core Reproduction in Codex?

Run `npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-core-reproduction -a codex`. Or copy the skill folder (.agents/skills/tulingresearch-core-reproduction in meamaturinlove221/TuringResearch_plus) into .agents/skills/tulingresearch-core-reproduction in your project. Codex loads it when a task matches its description.

Can I use Tulingresearch Core Reproduction 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 meamaturinlove221/TuringResearch_plus --skill tulingresearch-core-reproduction -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tulingresearch-core-reproduction, .gemini/skills/tulingresearch-core-reproduction, .github/skills/tulingresearch-core-reproduction and .opencode/skills/tulingresearch-core-reproduction in your project.

What does Tulingresearch Core Reproduction need to run?

SKILL.md names no scripts, command-line tools or credentials: Tulingresearch Core Reproduction is instructions for the agent only.

Does Tulingresearch Core Reproduction 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 Tulingresearch Core Reproduction 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 Tulingresearch Core Reproduction use?

Tulingresearch Core Reproduction 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 Tulingresearch Core Reproduction use?

About 558 tokens (SKILL.md is roughly 2.2k 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 Tulingresearch Core Reproduction?

Skills that share tags, products or a category with Tulingresearch Core Reproduction: Agent QA Authoring (vostride/agent-qa, 904 stars), Agent QA Result Triage (vostride/agent-qa, 904 stars), Lightpanda (lightpanda-io/agent-skill, 101 stars) and Opik Compare (comet-ml/opik-mcp, 220 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tulingresearch Core Reproduction?

meamaturinlove221 (a GitHub user) maintains it in meamaturinlove221/TuringResearch_plus, which has 136 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on June 2, 2026.

Source: meamaturinlove221/TuringResearch_plus on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.