features
Skill432 starsChanged 11 days agoMITView on GitHub
How AI describes you against each competitor, feature by feature, with quotes.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- ansvisor/ansvisorword for word, first seen Nov 8, 2026
Other versions1 project uses a version of this.
Word for word · 1
- ansvisor/ansvisor★ 233100% same
Edited · 0
None found.
Wrote their own version · 0
None found.
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 repository29 other files it gives its agents.
- analyzeSkill
- answerfirstSkill
- audit-fixSkill
- auditSkill
- beatSkill
- compareSkill
- createSkill
- factsSkill
- faqSkill
- gapsSkill
- getcito-aeo-coachSkill
- getcito-aeo-coach-standaloneSkill
- listingsSkill
- marketsSkill
- new-reportSkill
- opportunitiesSkill
- optimizeSkill
- publishSkill
- qualitySkill
- questionsSkill
- refreshSkill
- reportSkill
- rivalsSkill
- shoppingSkill
- startSkill
- tasksSkill
- translateSkill
- winbackSkill
- wrongclaimSkill
The file
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 3 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
Distinctive · estimate
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 41
Don't decide which product is better: report what AI says.
- Distinctive: line 42
Never state what the brand offers from your own knowledge: ask the person.
- Distinctive: line 43
Don't disparage a competitor, and claim nothing about them an answer doesn't say.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
How AI compares us
How AI engines describe the brand against each tracked competitor, feature by feature, in the engines' own words.
When to use
- "Which features does AI name for Northwind but not for us?", "How does ChatGPT compare us with our rivals?"
- For a page that answers "X or Y?", the Comparison page skill fits better.
What to read
list_competitors, andget_competitor_comparisonfor the period: who the brand is compared with, and where each leads.get_mention_competitors: the competitors named beside the brand most often.list_mentions, thenget_mentionfor answers that name the brand and a competitor together: what each is praised or faulted for.get_mentions_perception: what AI associates with the brand.
Steps
- Take the competitor the person names; with none, the two or three named beside the brand most.
- List the features and qualities the answers name, for the brand and for each competitor.
- For each one: who AI credits with it, with a short quote and its engine.
- Mark the features AI names for a competitor but never for the brand, and anything AI says about the brand that looks wrong.
Output
- A table: Feature, the brand, one column per competitor, Quote and engine.
- "Gaps": the features AI credits only to competitors, and what to check for each.
- Claims about the brand that look wrong, for the person to confirm.
Don't
- Don't decide which product is better: report what AI says.
- Never state what the brand offers from your own knowledge: ask the person.
- Don't disparage a competitor, and claim nothing about them an answer doesn't say.
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
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Now do this for your own.
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