context-engine
Skill4 starsChanged 11 days agoMITView on GitHub
Shared long-term memory for this Omarchy computer, held in Context Engine and reached through the `context-engine` MCP server (tools brief, find, get, write, edit) or the `ce` command. Use at the start of every session to load what changed, before answering anything about past decisions, people, projects or why this machine is set up the way it is, and after making a decision or changing the system so the next agent — whichever one it is — knows. Triggers: remember, recall, "what did we decide", "why is X like this", "last time", notes, decisions, tasks, my setup, my config history.
9 other projects use a version of this.
Adopted by
Most recently taken up by
- darkweb19/skillstheir own version, first seen Nov 8, 2026
- Context-Engine-AI/Context-Enginetheir own version, first seen Oct 25, 2026
- teachskillofskills-ai/DigitalMarketingPro-techshutheir own version, first seen Oct 11, 2026
- m1rl0k/Context-Enginetheir own version, first seen Oct 8, 2026
- 2867203296/hermes-agenttheir own version, first seen Aug 19, 2026
- Hassaan146/claude-skillstheir own version, first seen Jul 25, 2026
Used with
Projects with it also use andreessen, business-investment-advisor and 10 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.
Hussain-ElfalahSkillandreessen
Also in 4 projects that use this
Hussain-ElfalahSkillbusiness-investment-advisor
Also in 4 projects that use this
csiddhant796-blipSkillkarpathy-coder
Use when writing, reviewing, or committing code to enforce Karpathy's 4 coding principles — surface assumptions before coding, keep it simple, make surgical changes, define verifiable goals. Triggers on "review my diff", "check complexity", "am I overcomplicating this", "karpathy check", "before I commit", or any code quality concern where the LLM might be overcoding.
Also in 4 projects that use this
- +9 more from Hussain-Elfalah
Other versions9 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 9
- indranilbanerjee/digital-marketing-pro★ 934same name
- Context-Engine-AI/Context-Engine★ 400same name
- Hassaan146/claude-skills★ 18same name
- m1rl0k/Context-Engine★ 3same name
- Hussain-Elfalah/Agentic-Skills★ 2same name
- mahiunfiltered/claude-code-skills★ 1same name
- 2867203296/hermes-agent★ 0same name
- darkweb19/skills★ 0same name
- teachskillofskills-ai/DigitalMarketingPro-techshu★ 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.
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 1 is distinctive, and 3 are very specific to this project.
0
Common
Most of the 8 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 15
Prefer the MCP tools on the context-engine server:
- Very specific: line 25
If the MCP tools are not available in this session, the ce command does the same over HTTP:
- Very specific: line 39
Session start: Call brief once, before your first reply.
- Distinctive: line 45
Save when something is decided or learned,: not at the end of every turn:
“Common” is measured: kept by at least 6 in 10 of the 8 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
Context Engine — the memory every agent on this machine shares
This computer runs Omarchy. The person can launch any of several coding
agents (omarchy agent), and all of them are connected to the same Context
Engine. What you save, the next agent reads. What the last agent saved, you
can read now. Treat the engine as the machine's memory, not your own notes.
How to reach it
Prefer the MCP tools on the context-engine server:
| Tool | Use it to |
brief | Start a session: which engines you reach, what each is for, whether you may save there, what changed since the last session, and what never to store. |
find | Search (q) or list recent memories, filtered by type, tags, since. Bodies come back inline. |
get | Open one memory by ref, e.g. decision::hyprland-gaps. |
write | Save a new memory in one engine (required): note, decision (needs fields.rationale), task, person, company, meeting. Always tag it with this machine (below). |
edit | Change a memory that already exists instead of writing a second one. |
If the MCP tools are not available in this session, the ce command does
the same over HTTP:
ce brief # what changed
ce find "hyprland gaps" # search
ce get decision::hyprland-gaps
ce remember "Title" --decision --why "because…" --tag hyprland # tags the machine itself
echo "longer note…" | ce remember --title "Title"
ce engine # which engine new memories go toWhat to do
- Session start. Call
briefonce, before your first reply. Mention anything in it that bears on the request; don't recite it. - Before answering from assumption,
findfirst when the question touches the person's past: "why is…", "what did we…", "last time", a named person or project, or a config choice you did not make. Cite the memory you used by its ref. - Save when something is decided or learned, not at the end of every
turn:
- A choice with a reason →
decisionwithfields.rationale. - A fact worth knowing later →
note. - Work someone still has to do →
task.findfirst; if a memory about the same thing exists,editit.
- A choice with a reason →
- Changing this Omarchy system (anything under
~/.config/hypr,~/.config/omarchy, terminal configs, themes, keybindings, installed packages): after the change works, save adecisiontitled after what changed, with the old value, the new value, the file, and the person's reason inrationale. Tag itomarchyplus the area (hyprland,bar,theme,keybinding,package). This is how the next agent answers "why is my gap 5?" months later, and how the person's other machines learn the same preference. - Say which machine. The person may run Omarchy on several computers
that share one engine. Every
writecarries the tagmachine:<hostname>, with the hostname exactly asuname -nprints it on this computer (run it once per session), next to your other tags:tags: ["omarchy", "hyprland", "machine:air"].ce rememberadds it for you. When a memory you found carries another machine's tag, say so if it matters ("on your desk machine, gaps are 10"). - Use the default engine (
ce engineprints it) unless the brief or the person says another one fits better: a client's engine for that client's work, a team engine for team decisions.
What never to store
Secrets — API keys, tokens, passwords, private keys — never; store where
one lives, not what it is. Anyone's private data (health, finances, home
address, contact details) only when the person asks you to keep that exact
thing. The brief repeats this rule; follow the engine's wording if it
differs.
Style of a good memory
- Title says the thing: "Hyprland gaps set to 5 on the Air", not "Config update".
- Body is a few lines of Markdown a stranger could act on. Link related
memories with
[[type::slug]]. - One fact per memory. A long session yields a few memories, not a transcript.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
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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.
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