Humanizer
Azure-Samples/interview-coach-agent-framework
Remove signs of AI-generated writing from text. An agent skill from Azure-Samples/interview-coach-agent-framework.
Fetch Wikipedia's current summary of any topic with zero API keys — the REST summary endpoint via curl, for answers that need today's article rather than training-data memory.
MITAuto-check passed
Install Wiki Summary
$ npx skills add mohitagw15856/pm-claude-skills --skill wiki-summary -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mohitagw15856/pm-claude-skills wiki-summary --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/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/wiki-summary .claude/skills/wiki-summary && 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 "wiki-summary" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/wiki-summary into .claude/skills/wiki-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-summary", 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/mohitagw15856/pm-claude-skills/tree/main/skills/wiki-summaryType 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 mohitagw15856/pm-claude-skills --skill wiki-summary -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mohitagw15856/pm-claude-skills wiki-summary --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/wiki-summary .agents/skills/wiki-summary && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "wiki-summary" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/wiki-summary into .agents/skills/wiki-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-summary", 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 mohitagw15856/pm-claude-skills --skill wiki-summary -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mohitagw15856/pm-claude-skills wiki-summary --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/wiki-summary .cursor/skills/wiki-summary && 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 "wiki-summary" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/wiki-summary into .cursor/skills/wiki-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-summary", 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/mohitagw15856/pm-claude-skills.git --path skills/wiki-summary--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 mohitagw15856/pm-claude-skills --skill wiki-summary -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mohitagw15856/pm-claude-skills wiki-summary --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/wiki-summary .gemini/skills/wiki-summary && 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 "wiki-summary" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/wiki-summary into .gemini/skills/wiki-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-summary", 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 mohitagw15856/pm-claude-skills wiki-summaryInstalls 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 mohitagw15856/pm-claude-skills --skill wiki-summary -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/wiki-summary .github/skills/wiki-summary && 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 "wiki-summary" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/wiki-summary into .github/skills/wiki-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-summary", 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 mohitagw15856/pm-claude-skills --skill wiki-summary -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mohitagw15856/pm-claude-skills wiki-summary --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/wiki-summary .opencode/skills/wiki-summary && 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 "wiki-summary" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/wiki-summary into .opencode/skills/wiki-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wiki-summary", 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
wiki-summary- GitHub stars
- 1.4k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 552 words
- Files
- 1
- Skills in repo
- 1,348
- Repo updated
- First seen
- Licence
- MIT
At a glance
Fetch Wikipedia's current summary of any topic with zero API keys — the REST summary endpoint via curl, for answers that need today's article rather than training-data memory.
- Works in 5 steps: The call: curl -s… → Search first when the title is… → Attribution is the product: the extract… → …
- Asked what does Wikipedia say about X
- SKILL.md covers What This Skill Produces, Required Inputs, Framework: The Endpoint and… and Output Format, plus 3 more sections
- Calls curl; reaches en.wikipedia.org
What it does
Wiki Summary is an agent skill from mohitagw15856/pm-claude-skills. Fetch Wikipedia's current summary of any topic with zero API keys — the REST summary endpoint via curl, for answers that need today's article rather than training-data memory. Use when asked what does Wikipedia say about X, get me the current summary of a topic, check a fact against Wikipedia, or has this article changed. Produces the live extract with the article link, disambiguation handling, and a clean separation between what Wikipedia says and what the model adds.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with Wikipedia. The repository describes itself as: 1255 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — PRDs, postmortems, leases, medical bills, layoffs, go-bags, new countries. Plain markdown, MIT, in… The licence is MIT.
When your agent uses it
- Asked what does Wikipedia say about X
- Get me the current summary of a topic
- Check a fact against Wikipedia
- Has this article changed
Example prompts
- “/wiki-summary”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- The call: curl -s "https://en.wikipedia.org/api/rest_v1/page/summary/Alan_Turing" → JSON: title, description, extract (the summary text)…
- Search first when the title is uncertain: curl -s "https://en.wikipedia.org/w/rest.php/v1/search/title?q=turing&limit=5" → candidate…
- Attribution is the product: the extract is quoted or clearly framed as "Wikipedia currently says…" with the link. Model elaboration goes…
- Freshness honesty both directions: fetched beats recalled for living facts — but Wikipedia itself lags and errs; for high-stakes facts the…
- The changed-since-training move: when the fetched extract contradicts what the model would have said, say so explicitly — "training-era…
What it can do on your machine
Read from SKILL.md and the folder at commit 1cbf1f0. 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:
curl
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
en.wikipedia.org
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
Wiki Summary loads about 1.1k tokens when it runs. Until then it costs about 122 tokens; SKILL.md has 552 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
The full file from mohitagw15856/pm-claude-skills at commit 1cbf1f0, republished under its MIT licence (© mohitagw15856). 552 words, ~1,129 tokens.
Download SKILL.mdSave it as
.claude/skills/wiki-summary/SKILL.md (or your agent's skills folder).- name
- wiki-summary
- description
- Fetch Wikipedia's current summary of any topic with zero API keys — the REST summary endpoint via curl, for answers that need today's article rather than training-data memory. Use when asked what does Wikipedia say about X, get me the current summary of a topic, check a fact against Wikipedia, or has this article changed. Produces the live extract with the article link, disambiguation handling, and a clean separation between what Wikipedia says and what the model adds.
Wiki Summary Skill
The model already knows what Wikipedia said at training time; this skill fetches what it says now — which matters for anything living: people's roles, company facts, ongoing events, populations, "current CEO" questions. Wikipedia's REST API serves a clean summary per article over keyless HTTPS. The skill's discipline is attribution: the fetched extract is Wikipedia's voice, dated today; anything the model adds around it gets labeled as such.
What This Skill Produces
- The live extract — Wikipedia's current summary paragraph(s) for the topic, quoted as the source
- The link and metadata — canonical URL, and the description line ("American computer scientist")
- Disambiguation handling — when the title is ambiguous, the options, not a guess
- The command — exact curl, rerunnable
Required Inputs
Ask for these if not provided:
- The topic — resolved to an article title (spaces → underscores); ambiguous names get the disambiguation treatment, not a silent pick
- Language edition — en default; the endpoint pattern works on any edition (
de.wikipedia.org,ja.wikipedia.org) and the user's question may belong in one - Why they're asking — a fact-check wants the specific claim compared; a primer wants the extract; "has this changed" wants fetched-vs-recalled differences called out
Framework: The Endpoint and the Attribution Rules
- The call:
curl -s "https://en.wikipedia.org/api/rest_v1/page/summary/Alan_Turing"→ JSON:title,description,extract(the summary text),content_urls.desktop.page(canonical link),type. URL-encode the title; spaces become underscores. - Search first when the title is uncertain:
curl -s "https://en.wikipedia.org/w/rest.php/v1/search/title?q=turing&limit=5"→ candidate titles. Atype: "disambiguation"response means list the options and ask — a confident summary of the wrong John Smith is worse than a question. - Attribution is the product: the extract is quoted or clearly framed as "Wikipedia currently says…" with the link. Model elaboration goes outside that frame, labeled. A fact-check answer states: the claim, what the live article says, and whether they match.
- Freshness honesty both directions: fetched beats recalled for living facts — but Wikipedia itself lags and errs; for high-stakes facts the answer notes it's one (good) source, and breaking-news topics may be mid-edit.
- The changed-since-training move: when the fetched extract contradicts what the model would have said, say so explicitly — "training-era memory said X; the live article now says Y" — that delta is often exactly what the user was probing for.
Show full SKILL.md (184 more words)Show less
Output Format
[Article title] — [description line]
[The live extract, as Wikipedia's voice]
[Fact-check mode: the claim vs. the extract, verdict stated] [Model additions, if any, under a labeled line]
Source: [canonical article URL] · fetched [date] · rerun: [exact curl]
[Disambiguation case: the candidate list and the ask]
Quality Checks
- The extract is attributed to Wikipedia and dated — never blended into model voice
- Ambiguous titles produced options, not a guess
- Fact-checks compare the specific claim to the specific sentence
- Training-memory vs. live-article deltas are called out when found
- The canonical URL appears
Anti-Patterns
- Do not paraphrase the live extract into model voice — the fetch's value is the attribution
- Do not silently pick among namesakes — disambiguate out loud
- Do not treat Wikipedia as final authority for high-stakes facts — one good source, framed as such
- Do not answer "what does Wikipedia say" from memory — that question is a fetch instruction by definition
- Do not skip the URL — the link is the receipt
Example Trigger Phrases
- "What does Wikipedia say about X?"
- "Get me the current summary of a topic."
- "Check a fact against Wikipedia."
- "Has this article changed."
© mohitagw15856, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/wiki-summary of mohitagw15856/pm-claude-skills.
Open the folder on GitHubat commit 1cbf1f0
Compare with similar skills
Wiki Summary 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 |
|---|---|---|---|---|---|---|
| Wiki Summary this skillmohitagw15856/pm-claude-skills | 1.4k | — | ~1.1k | Automated safety check: Pass | MIT | |
| HumanizerAzure-Samples/interview-coach-agent-framework | 173 | 38 repos | ~5.8k | Automated safety check: Pass | MIT | |
| AI Copywritermikiarlo3/ai-copywriter | 1.2k | — | ~12k | Automated safety check: Pass | MIT | |
| Renwei Writingorange2ai/renwei-writing | 1.1k | — | ~684 | Automated safety check: Pass | Proprietary | |
| World Cup Predictormikobinbin/2026-world-cup-predictor | 657 | — | ~1.7k | Automated safety check: Notes | None | |
| Humanizer Zh Academicredbaronyyyyy-eng/humanizer-zh-academic | 308 | 1 repos | ~1.8k | Automated safety check: Pass | MIT |
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Related
Works with
Questions about Wiki Summary
What does Wiki Summary do?
Fetch Wikipedia's current summary of any topic with zero API keys — the REST summary endpoint via curl, for answers that need today's article rather than training-data memory. Wiki Summary is an agent skill from mohitagw15856/pm-claude-skills. Fetch Wikipedia's current summary of any topic with zero API keys — the REST summary endpoint via curl, for answers that need today's article rather than training-data memory.
When should I use Wiki Summary?
Wiki Summary fits situations like: asked what does Wikipedia say about X; get me the current summary of a topic; check a fact against Wikipedia; has this article changed.
How do I install Wiki Summary in Claude Code?
Run `npx skills add mohitagw15856/pm-claude-skills --skill wiki-summary -a claude-code`. Or copy the skill folder (skills/wiki-summary in mohitagw15856/pm-claude-skills) into .claude/skills/wiki-summary in your project. Claude Code loads it when a task matches its description.
How do I install Wiki Summary in Codex?
Run `npx skills add mohitagw15856/pm-claude-skills --skill wiki-summary -a codex`. Or copy the skill folder (skills/wiki-summary in mohitagw15856/pm-claude-skills) into .agents/skills/wiki-summary in your project. Codex loads it when a task matches its description.
Can I use Wiki Summary 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 mohitagw15856/pm-claude-skills --skill wiki-summary -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/wiki-summary, .gemini/skills/wiki-summary, .github/skills/wiki-summary and .opencode/skills/wiki-summary in your project.
What does Wiki Summary need to run?
Going by SKILL.md and its folder, Wiki Summary needs the command-line tools its instructions call (curl).
Does Wiki Summary access the network?
SKILL.md names 1 domain. In commands or code: en.wikipedia.org; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Wiki Summary 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 Wiki Summary use?
Wiki Summary is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Wiki Summary use?
About 1.1k tokens (SKILL.md is roughly 4.5k 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 Wiki Summary?
Skills that share tags, products or a category with Wiki Summary: Humanizer (Azure-Samples/interview-coach-agent-framework, 173 stars), AI Copywriter (mikiarlo3/ai-copywriter, 1.2k stars), Renwei Writing (orange2ai/renwei-writing, 1.1k stars) and World Cup Predictor (mikobinbin/2026-world-cup-predictor, 657 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Wiki Summary?
mohitagw15856 (a GitHub user) maintains it in mohitagw15856/pm-claude-skills, which has 1,434 GitHub stars. The repository holds 1,348 skills in this directory. The repository was last updated on October 9, 2026.
Source: mohitagw15856/pm-claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.