Individual skill
Coffee
Learns the user's coffee taste as a written corpus plus their brewing gear, and uses both to recommend coffees, discover new ones that fit, answer brew questions, and log what they drink. USE WHEN my coffee, coffee taste, what coffee do I like, recommend a coffee, coffee like X, what should I drink, find a coffee, new coffee, discover coffees, beyond my usual roaster, my coffee gear, my grinder, my brewer, my brew setup, how should I brew, brew ratio, add a coffee, log this coffee, update my coffee list. NOT FOR ordering coffee or cafes (Restaurants), audio or studio gear.
LifeOS/install/skills/Coffee/SKILL.md
Source commit b7efec97d8c3885feee285bee468c35602fb0606
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 2, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Standard SKILL.md format has not been attested at this commit. No installation command is available; inspect the source.
Repository context
- Repository stars (not skill ratings)
- 19,757
- Repository last updated
- Nov 5, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai Repository topic
- augmentation Repository topic
- productivity Repository topic
- humans Repository topic
- ai-harness Repository topic
- intent-engineering Repository topic
- personal-ai Repository topic
- coding Repository topic
- lifeos Repository topic
- engineering Derived category
Files and excerpt
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Browse files
Intents/AddCoffee.mddoc · 1,498 bytesIntents/DiscoverCoffees.mddoc · 3,040 bytesIntents/Recommend.mddoc · 2,176 bytesSKILL.mdcore · 5,918 bytesSKILL.mdcore · 5,918 bytesSetup.mddoc · 3,981 bytes
Read excerpt
# Coffee
Holds the user's coffee taste as a durable corpus, plus their brewing gear, and uses both to recommend coffees that fit, discover new coffees next to the ones they love, answer gear and brew questions, and grow the corpus as they feed in more coffees. Roasters describe beans in language that buries whether a coffee fits a particular palate, so picks are screened against the written profile instead of guessed from memory.
## Ideal State
- Every pick, find and gear answer is screened against the corpus and the gear notes read for that request, never against taste recalled from memory.
- Nothing that breaks a hard rule in the corpus Taste Profile (roast range, rejected flavors, brew methods the user does not use) is ever offered as a fit, and every suggestion says in one line why it fits the profile.
- Confirmed favorites (⭐) and unconfirmed candidates (👂) never blur: only the user's own word makes a coffee ⭐.
- The corpus grows only with what the user stated, so it stays ground truth.
## Intent Routing
| Intent | Trigger | File |