Web Research
Juncai22/spring-ai-agent-learning
A skill your agent uses for requests related to web research; it provides a structured approach to conducting comprehensive web research
Evaluate the reproducibility of technical articles. An agent skill from mizchi/skills.
Install Tech Article Reproducibility
$ npx skills add mizchi/skills --skill tech-article-reproducibility -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mizchi/skills tech-article-reproducibility --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/mizchi/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/tech-article-reproducibility .claude/skills/tech-article-reproducibility && 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 "tech-article-reproducibility" agent skill from https://github.com/mizchi/skills/tree/main/tech-article-reproducibility into .claude/skills/tech-article-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-article-reproducibility", 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/mizchi/skills/tree/main/tech-article-reproducibilityType 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 mizchi/skills --skill tech-article-reproducibility -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mizchi/skills tech-article-reproducibility --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mizchi/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/tech-article-reproducibility .agents/skills/tech-article-reproducibility && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tech-article-reproducibility" agent skill from https://github.com/mizchi/skills/tree/main/tech-article-reproducibility into .agents/skills/tech-article-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-article-reproducibility", 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 mizchi/skills --skill tech-article-reproducibility -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mizchi/skills tech-article-reproducibility --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mizchi/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/tech-article-reproducibility .cursor/skills/tech-article-reproducibility && 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 "tech-article-reproducibility" agent skill from https://github.com/mizchi/skills/tree/main/tech-article-reproducibility into .cursor/skills/tech-article-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-article-reproducibility", 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/mizchi/skills.git --path tech-article-reproducibility--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 mizchi/skills --skill tech-article-reproducibility -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mizchi/skills tech-article-reproducibility --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mizchi/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/tech-article-reproducibility .gemini/skills/tech-article-reproducibility && 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 "tech-article-reproducibility" agent skill from https://github.com/mizchi/skills/tree/main/tech-article-reproducibility into .gemini/skills/tech-article-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-article-reproducibility", 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 mizchi/skills tech-article-reproducibilityInstalls 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 mizchi/skills --skill tech-article-reproducibility -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mizchi/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/tech-article-reproducibility .github/skills/tech-article-reproducibility && 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 "tech-article-reproducibility" agent skill from https://github.com/mizchi/skills/tree/main/tech-article-reproducibility into .github/skills/tech-article-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-article-reproducibility", 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 mizchi/skills --skill tech-article-reproducibility -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mizchi/skills tech-article-reproducibility --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mizchi/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/tech-article-reproducibility .opencode/skills/tech-article-reproducibility && 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 "tech-article-reproducibility" agent skill from https://github.com/mizchi/skills/tree/main/tech-article-reproducibility into .opencode/skills/tech-article-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-article-reproducibility", 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.
Facts
- Skill name
tech-article-reproducibility- GitHub stars
- 356
- Token cost
- ~1.4k tokens
- SKILL.md length
- 541 words
- Files
- 3
- Skills in repo
- 69
- Repo updated
- First seen
- Licence
- None found
At a glance
Evaluate the reproducibility of technical articles. An agent skill from mizchi/skills.
- Works in 5 steps: Fix the target article → subagent dispatch (template below) → Extract "reproduction sticking points"… → …
- Tasks that involve Reproducible research
- SKILL.md covers When to use, Reproducibility check axes (10…, Evaluation workflow and subagent dispatch template, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Tech Article Reproducibility is an agent skill from mizchi/skills. Evaluate the reproducibility of technical articles. Dispatch a subagent to simulate a first-time reader reproducing the work locally and list missing information. Use as the final check on a draft before publication.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `README.md` and `SKILL-ja.md`).
It sits in Research & Science, covering Reproducible research and Subagents. The repository describes itself as: Agent skills by mizchi, distributed via APM.
When your agent uses it
- Tasks that involve Reproducible research
- Tasks that involve Subagents
Example prompts
- “/tech-article-reproducibility”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Fix the target article
- subagent dispatch (template below)
- Extract "reproduction sticking points" from the returned evaluation
- Add / fix text in the article to address those sticking points
- If needed, re-evaluate with a fresh subagent
What it can do on your machine
Read from SKILL.md and the folder at commit 62f5808. 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
Tech Article Reproducibility loads about 1.4k tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 541 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.
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 541 words (~1,381 tokens).
“Measure the quality of a technical article from the angle of "can a reader reproduce the same thing on their machine?" This is an independent axis from prose-style evaluation (mizchi-blog-style) or logical evaluation. The premise: the most important thing about…”
- name
- tech-article-reproducibility
Files
SKILL.md and 2 other files in tech-article-reproducibility of mizchi/skills.
- SKILL.md
- README.md
- SKILL-ja.md
Open the folder on GitHubat commit 62f5808
Compare with similar skills
Tech Article Reproducibility 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 |
|---|---|---|---|---|---|---|
| Tech Article Reproducibility this skillmizchi/skills | 356 | — | ~1.4k | Automated safety check: Pass | None | |
| Web ResearchJuncai22/spring-ai-agent-learning | 123 | 3 repos | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Light Research OrchestratorLight0305/Light-skills | 641 | — | ~3.8k | Automated safety check: Pass | MIT | |
| Paper Reproductionjerry609/PaperBot | 108 | — | ~1k | Automated safety check: Pass | MIT | |
| Verify Openspec Docsgoern/forgejo-mcp | 141 | 1 repos | ~1.1k | Automated safety check: Pass | GPL-3.0 | |
| Deep Research312362115/claude | 107 | — | ~6.6k | Automated safety check: Pass | MIT |
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Categories
Questions about Tech Article Reproducibility
What does Tech Article Reproducibility do?
Evaluate the reproducibility of technical articles. An agent skill from mizchi/skills. Tech Article Reproducibility is an agent skill from mizchi/skills. Evaluate the reproducibility of technical articles.
When should I use Tech Article Reproducibility?
Tech Article Reproducibility fits situations like: tasks that involve Reproducible research; tasks that involve Subagents.
How do I install Tech Article Reproducibility in Claude Code?
Run `npx skills add mizchi/skills --skill tech-article-reproducibility -a claude-code`. Or copy the skill folder (tech-article-reproducibility in mizchi/skills) into .claude/skills/tech-article-reproducibility in your project. Claude Code loads it when a task matches its description.
How do I install Tech Article Reproducibility in Codex?
Run `npx skills add mizchi/skills --skill tech-article-reproducibility -a codex`. Or copy the skill folder (tech-article-reproducibility in mizchi/skills) into .agents/skills/tech-article-reproducibility in your project. Codex loads it when a task matches its description.
Can I use Tech Article Reproducibility 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 mizchi/skills --skill tech-article-reproducibility -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tech-article-reproducibility, .gemini/skills/tech-article-reproducibility, .github/skills/tech-article-reproducibility and .opencode/skills/tech-article-reproducibility in your project.
What does Tech Article Reproducibility need to run?
SKILL.md names no scripts, command-line tools or credentials: Tech Article Reproducibility is instructions for the agent only.
Does Tech Article Reproducibility 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 Tech Article Reproducibility 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 Tech Article Reproducibility use?
No licence was found for Tech Article Reproducibility or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Tech Article Reproducibility use?
About 1.4k tokens (SKILL.md is roughly 5.5k 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 Tech Article Reproducibility?
Skills that share tags, products or a category with Tech Article Reproducibility: Web Research (Juncai22/spring-ai-agent-learning, 123 stars), Light Research Orchestrator (Light0305/Light-skills, 641 stars), Paper Reproduction (jerry609/PaperBot, 108 stars) and Verify Openspec Docs (goern/forgejo-mcp, 141 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Tech Article Reproducibility?
mizchi (a GitHub user) maintains it in mizchi/skills, which has 356 GitHub stars. The repository holds 69 skills in this directory. The repository was last updated on October 2, 2026.
Source: mizchi/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.