shopping
Skill5 starsChanged 18 days agoMITView on GitHub
Product research — compare options, prices, and reviews. Use when: buy, shopping, product recommendation, compare prices, best X to buy, or is this a good deal.
9 other projects use a version of this.
Adopted by
Most recently taken up by
- ai-search-guru/getcito-worlds-first-open-source-aio-aeo-or-geo-tooltheir own version, first seen Nov 8, 2026
- gokite-ai/passport-skillstheir own version, first seen Nov 8, 2026
- StephanMeijer/skillstheir own version, first seen Nov 6, 2026
- ansvisor/ansvisortheir own version, first seen Nov 1, 2026
- obra/muse-skillstheir own version, first seen Oct 13, 2026
- sneakers-the-rat/muse-skillstheir own version, first seen Oct 13, 2026
Used with
Projects with it also use generate_podcast, muse_db and 1 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
jacobwellSkillgenerate_podcast
Compose and deliver audio content: a podcast episode, briefing, or narrated summary, with one or more voices, as an MP3. For reading supplied text aloud verbatim, use tts.
Also in 3 projects that use this
- jacobwellSkill
muse_db
Inspect database-backed Muse records for diagnosis and cross-table tracing when purpose-built product tools do not expose the needed state.
Also in 3 projects that use this
- +1 more from jacobwell
Other versions9 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 9
- ai-search-guru/getcito-worlds-first-open-source-aio-aeo-or-geo-tool★ 432same name
- ansvisor/ansvisor★ 233same name
- sneakers-the-rat/muse-skills★ 24same name
- FoneClaw-AI/foneclaw-android★ 21same name
- obra/muse-skills★ 20same name
- jacobwell/muse-skills★ 8same name
- gokite-ai/passport-skills★ 2same name
- lstmemery/skills★ 1same name
- StephanMeijer/skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository46 other files it gives its agents.
- batchSkill
- best-of-nSkill
- datavizSkill
- debugSkill
- delegateSkill
- dependency-updateSkill
- documentSkill
- documentsSkill
- docxSkill
- fleet-managerSkill
- flightsSkill
- forgetSkill
- frontend-designSkill
- githubSkill
- gmailSkill
- goalsSkill
- google-calendarSkill
- handoffSkill
- helpSkill
- image-searchSkill
- implementSkill
- interviewSkill
- mcp-builderSkill
- mcp-discoverySkill
- moneySkill
- pdfSkill
- photosSkill
- planSkill
- plugin-creatorSkill
- podcastSkill
- pptxSkill
- presentationsSkill
- releaseSkill
- researchSkill
- reviewSkill
- security-reviewSkill
- simplifySkill
- skill-creatorSkill
- skill-installerSkill
- spotifySkill
- spreadsheetsSkill
- testSkill
- ttsSkill
- verifySkill
- webapp-testingSkill
- xlsxSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 3 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 9 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 26
Do not purchase anything or enter payment details.
- Distinctive: line 27
Do not add to carts or create store accounts.
- Distinctive: line 28
Do not present sponsored results as editorial picks.
“Common” is measured: kept by at least 6 in 10 of the 9 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Shopping
When to use
Helping the user choose what to buy: shortlists, comparisons, price checks, and deal evaluation.
Setup
None — web research only. Fail loud when the request needs a logged-in store account (order history, cart).
Workflow
- Pin the budget, must-have features, and deal-breakers before researching.
- Research with web search: reviews, roundups, and retailer listings.
- Present a comparison table (option, price, key specs, standout review point), then one recommendation with its tradeoff.
- For deal questions, check price history where available (e.g. camelcamelcamel for Amazon) and say when history is unavailable.
Non-goals
- Do not purchase anything or enter payment details. Ever.
- Do not add to carts or create store accounts.
- Do not present sponsored results as editorial picks.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.