lesson
Skill0 starsChanged 26 days agoMITView on GitHub
Record a requested mistake-to-rule lesson in workspace memory.
17 other projects use a version of this.
Adopted by
Most recently taken up by
- win4r/UltraMemorytheir own version, first seen Nov 8, 2026
- matthewwong525/WongStacktheir own version, first seen Nov 8, 2026
- gug007/lpmtheir own version, first seen Nov 8, 2026
- TakaGoto/rag-learning-academytheir own version, first seen Oct 28, 2026
- tomwangowa/agent-skillstheir own version, first seen Oct 21, 2026
- pavlenkovit/vibeling-tutortheir own version, first seen Oct 20, 2026
Used with
Projects with it also use explain and start.
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.
sunnyclinches44Skillexplain
Explains code using real-world analogies and ASCII diagrams
Also in 3 projects that use this
AnthropicSkillstart
Set up your bio-research environment and explore available tools. Use when first getting oriented with the plugin, checking which literature, drug-discovery, or visualization MCP servers are connected, or surveying available analysis skills before starting a new project.
Also in 3 projects that use this
Other versions17 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 17
- CortexReach/memory-lancedb-pro★ 4.4ksame name
- win4r/memory-lancedb-pro★ 4.4ksame name
- delbaoliveira/learn-claude-code★ 182same name
- gug007/lpm★ 150same name
- allierays/agentic-loop★ 38same name
- TakaGoto/rag-learning-academy★ 24same name
- pavlenkovit/vibeling-tutor★ 17same name
- HyperAITeam/CLITrigger★ 14same name
- maxwellsdm1867/wheeler★ 12same name
- matthewwong525/WongStack★ 7same name
7 more not listed
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 repository9 other files it gives its agents.
- AGENTS.mdAGENTS.md
- template/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- template/CLAUDE.mdCLAUDE.md
- llms-full.txtllms.txt
- llms.txtllms.txt
- handoffSkill
- pickupSkill
- thinkbeforeactSkill
The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.
0
Common
Most of the 15 edited versions we read keep these.
1
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 7
Use the user's requested lesson and verified session context to form one line: what happened → rule.
“Common” is measured: kept by at least 6 in 10 of the 15 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
Use the user's requested lesson and verified session context to form one line: what happened → rule. Ask if either part is missing; omit secrets and private identifiers.
When verified context identifies relevant files or an area, suggest optional --path "<relative repo glob>" (repeatable) and --area "<area>" tags; do not guess paths. Run ws lesson add "<what happened → rule>" with the agreed tags, then ws lesson search "<distinctive words>" to confirm it was recorded. Report the saved rule briefly. Briefs prefer lessons matching files changed from the claimed task's starting commit, then its title/area.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
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.

