Agent QA Authoring
vostride/agent-qa
A skill your agent uses when creating, editing, validating, or running agent-qa tests, suites, or hooks.
Agent skill
by meamaturinlove221 in meamaturinlove221/TuringResearch_plus
A skill your agent uses when maintaining the minimal TulingResearch Core MCP tool loop.
$ npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-core-reproduction -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install meamaturinlove221/TuringResearch_plus tulingresearch-core-reproduction --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-srcUse ~/.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/
Install the "tulingresearch-core-reproduction" agent skill from https://github.com/meamaturinlove221/TuringResearch_plus/tree/main/.agents/skills/tulingresearch-core-reproduction into .claude/skills/tulingresearch-core-reproduction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tulingresearch-core-reproduction", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/meamaturinlove221/TuringResearch_plus/tree/main/.agents/skills/tulingresearch-core-reproductionType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-core-reproduction -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install meamaturinlove221/TuringResearch_plus tulingresearch-core-reproduction --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/meamaturinlove221/TuringResearch_plus.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/tulingresearch-core-reproduction .agents/skills/tulingresearch-core-reproduction && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tulingresearch-core-reproduction" agent skill from https://github.com/meamaturinlove221/TuringResearch_plus/tree/main/.agents/skills/tulingresearch-core-reproduction into .agents/skills/tulingresearch-core-reproduction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tulingresearch-core-reproduction", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-core-reproduction -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install meamaturinlove221/TuringResearch_plus tulingresearch-core-reproduction --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/meamaturinlove221/TuringResearch_plus.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/tulingresearch-core-reproduction .cursor/skills/tulingresearch-core-reproduction && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "tulingresearch-core-reproduction" agent skill from https://github.com/meamaturinlove221/TuringResearch_plus/tree/main/.agents/skills/tulingresearch-core-reproduction into .cursor/skills/tulingresearch-core-reproduction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tulingresearch-core-reproduction", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/meamaturinlove221/TuringResearch_plus.git --path .agents/skills/tulingresearch-core-reproduction--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-core-reproduction -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install meamaturinlove221/TuringResearch_plus tulingresearch-core-reproduction --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/meamaturinlove221/TuringResearch_plus.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/tulingresearch-core-reproduction .gemini/skills/tulingresearch-core-reproduction && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "tulingresearch-core-reproduction" agent skill from https://github.com/meamaturinlove221/TuringResearch_plus/tree/main/.agents/skills/tulingresearch-core-reproduction into .gemini/skills/tulingresearch-core-reproduction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tulingresearch-core-reproduction", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install meamaturinlove221/TuringResearch_plus tulingresearch-core-reproductionInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-core-reproduction -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/meamaturinlove221/TuringResearch_plus.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/tulingresearch-core-reproduction .github/skills/tulingresearch-core-reproduction && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "tulingresearch-core-reproduction" agent skill from https://github.com/meamaturinlove221/TuringResearch_plus/tree/main/.agents/skills/tulingresearch-core-reproduction into .github/skills/tulingresearch-core-reproduction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tulingresearch-core-reproduction", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-core-reproduction -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install meamaturinlove221/TuringResearch_plus tulingresearch-core-reproduction --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/meamaturinlove221/TuringResearch_plus.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/tulingresearch-core-reproduction .opencode/skills/tulingresearch-core-reproduction && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "tulingresearch-core-reproduction" agent skill from https://github.com/meamaturinlove221/TuringResearch_plus/tree/main/.agents/skills/tulingresearch-core-reproduction into .opencode/skills/tulingresearch-core-reproduction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tulingresearch-core-reproduction", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
tulingresearch-core-reproductionA 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.
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.
Read from SKILL.md and the folder at commit 48a7795. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
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.
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.
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.
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.”
Just SKILL.md in .agents/skills/tulingresearch-core-reproduction of meamaturinlove221/TuringResearch_plus.
Open the folder on GitHubat commit 48a7795
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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Tulingresearch Core Reproduction this skillmeamaturinlove221/TuringResearch_plus | 136 | — | ~558 | Automated safety check: Pass | Custom licence | |
| Agent QA Authoringvostride/agent-qa | 904 | — | ~569 | Automated safety check: Pass | Custom licence | |
| Agent QA Result Triagevostride/agent-qa | 904 | — | ~394 | Automated safety check: Pass | Custom licence | |
| Lightpandalightpanda-io/agent-skill | 101 | — | ~6k | Automated safety check: Pass | Apache-2.0 | |
| Opik Comparecomet-ml/opik-mcp | 220 | — | ~2.6k | Automated safety check: Notes | Apache-2.0 | |
| Agent QA Debug Fixvostride/agent-qa | 904 | — | ~398 | Automated safety check: Pass | Custom licence |
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vostride/agent-qa
A skill your agent uses when investigating failed agent-qa runs, inspecting artifacts, classifying failures, or comparing recent runs.
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comet-ml/opik-mcp
Run a candidate against the baseline over an Opik test suite and read the numbers back — which cases broke, which got fixed, the per-metric deltas, worst rows, and whether the two runs are…
vostride/agent-qa
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Specialized guide for adding new MCP tools to the UniFi MCP Server following project standards, UniFi API patterns, and test-driven development practices.
meamaturinlove221/TuringResearch_plus
A skill your agent uses when updating TulingResearch Plus architecture docs, MCP namespaces, or YAML contracts.
meamaturinlove221/TuringResearch_plus
A skill your agent uses when changing shared cache, failure ledger, BudgetGate, or StateLedger foundations.
meamaturinlove221/TuringResearch_plus
A skill your agent uses when maintaining context init, checkpoint, recover, index, or summarize behavior.
meamaturinlove221/TuringResearch_plus
A skill your agent uses when maintaining candidate scoring, ranking, feasibility assessment, and promotion decisions.
meamaturinlove221/TuringResearch_plus
A skill your agent uses when maintaining deterministic idea generation and quality-diversity filtering.
meamaturinlove221/TuringResearch_plus
A skill your agent uses when maintaining gap analysis, insight generation, boundary maps, sensitivity probes, or reformulation.
Works with
Categories
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.
Tulingresearch Core Reproduction fits situations like: maintaining the minimal TulingResearch Core MCP tool loop; tasks that involve MCP servers.
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.
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.
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.
SKILL.md names no scripts, command-line tools or credentials: Tulingresearch Core Reproduction is instructions for the agent only.
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.
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.
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.
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.
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.
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.