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Mid-level solves three problems: I can't remember, I can't find it, I can't break it<\/p>\n
but you might find that-- angent's getting smart<\/p>\n
It's like you trained an intern with good memory, fast search, and no break. But you still have to tell him everything<\/p>\n
This is the problem that seniors are going to solve: making interns regular employees<\/p>\n
What do the regulars need<\/p>\n
Skill -- let it understand your business<\/p>\n
SOP(Hook) -- makes it follow the rules<\/p>\n
MCP - TO ENABLE IT TO USE COMPANY TOOLS<\/p>\n
Independently responsible for the project (autonomous mission) - let it work on its own<\/p>\n
And because it's complicated, we're talking about the core concept in each direction, plus a killer case<\/p>\n
Skill \u2014 pre-service training for staff<\/strong><\/p>\n you tell angent every day about the format of the daily newspaper: first the work done, then the important decision, and then the plan for tomorrow<\/p>\n i told you 50 times, change the session<\/p>\n no, it's not. it's not smart. it's everything you teach<\/p>\n It's a question of nature: what is taught in dialogue is temporary<\/p>\n Skill, what is it<\/strong><\/p>\n One sentence: Skill = a training manual for angent, which will take effect permanently<\/p>\n It's essentially a SKILL.md file under skills\/catalogue. Scanning this directory on startup, identifying triggers, matching the content of SKILL.md into context<\/p>\n and\u00a0<\/strong>A<\/strong>GENTS.md<\/strong>What<\/strong>Different<\/strong><\/p>\n AGENTS.md is a universal working code -- how to write, how to search, how to record mistakes. Every time a session is loaded, whatever you do<\/p>\n Skill is a specific business process and knowledge -- what's your daily format, what's your code code and how your search tools work. Load only when required, match by trigger word<\/p>\n AGENTS.md, working attitude, Skyll, business knowledge<\/p>\n Or Skill, whatever<\/p>\n Murder cases: a daily newspaper, Skyll<\/strong><\/p>\n When there's no Skyll, every time you write a daily, you have to say a big part:<\/p>\n Write for me today's daily newspaper, in the form of a list of the main tasks accomplished today, followed by important decisions, problems encountered and solutions, and finally tomorrow's plan<\/p>\n read today's memory file extract<\/p>\n Fifty words of instruction. Say it every day<\/p>\n Create a file after Skill ~\/.opencllaw\/skills\/ Daily-report\/SKILL.md<\/p>\n —<\/p>\n name: daily-report<\/p>\n description: ><\/p>\n Generally works reports by reproducing memory files and semmarizing<\/p>\n i'm sorry, acts.<\/p>\n Triggers: \u201cDaily report\u201d, \u201cDaily newspaper\u201d, \u201cWhat has been done today\u201d, \u201cSummary of Work\u201d.<\/p>\n —<\/p>\n # Daily Report Skill<\/p>\n When tried:<\/p>\n Read today's memory file<\/p>\n 2. Subject key actors, experts, and issues<\/p>\n Format as:<\/p>\n \u2013 Work accomplished<\/p>\n \u2013 Important decision-making<\/p>\n \u2013 Problems encountered<\/p>\n \u2013 Tomorrow Name: Daily coverage<\/p>\n Description:<\/p>\n Daily work reports are generated by reading memory documents and summarizing activities\u3002<\/p>\n Trigger words: \u201cDaily report\u201d, \u201cDaily newspaper\u201d, \u201cwhat has been done today\u201d, \u201cSummary of work\u201d\u3002<\/p>\n -# DAILY REPORTING SKILLS<\/p>\n When triggered:<\/p>\n 1. Read memory files for the day (memory\/YYYY-MM-DD.md)<\/p>\n 2. Extracting key activities, decision-making and issues<\/p>\n The format is:<\/p>\n \u2013 Work accomplished<\/p>\n \u2013 Important decision-making<\/p>\n \u2013 Problems encountered<\/p>\n \u2013 Tomorrow<\/p>\n From now on, you just have to say three words: a daily<\/p>\n angent matches the trigger word, automatically loads SKILL.md, knows what to read, in what format, how to output<\/p>\n fifty words to three words. and no matter how many sessions, the format is the same<\/p>\n Skill doesn't exist alone, it and Hook and MCP form a complete angent enhancement system<\/p>\n Let's do a preview. We'll do it in each direction<\/p>\n Skill, whatever it is, Hook, whatever it is, MCP, whatever it is<\/p>\n Remember that. It'll be used again and again<\/p>\n Full Skill development tutorials -- from catalogue structure to trigger mechanism to pit-to-pit record -- in an advanced complete section<\/p>\n ii. Hook - SOP for employees<\/strong><\/p>\n every time you open a new session, you have to say, \"look at today's plan and the diary.\"<\/p>\n I've said it a hundred times and I've finally figured out one thing<\/p>\n I'm not supposed to remember this<\/p>\n I'm the boss, not the nymph. I shouldn't have reminded the secretary to turn on the notebook before every meeting<\/p>\n Hook, what is it? Hook = angent reflect arc<\/p>\n What's a reflection arc? Knee jump a reflection. The hammer hits the knee, the leg goes off, the signal goes through the spinal cord, not through the brain<\/p>\n Hook, this is the thing -- when a given event occurs, the code runs, without going through ant, without LLM decision-making<\/p>\n This and Skill are two levels:<\/p>\n Skill is a manual for angent -- it may look like it doesn't look at it, it may look like it doesn't. First event, code runs, 1001 TP3T confirmed<\/p>\n Key difference: Hook runs TypeScript code, not LLM decision-making<\/p>\n ONE IS THE RECOMMENDATION, ONE IS THE IRON LAW. YOU SAY TO THE EMPLOYEE, \"EMAIL FIRST EVERY MORNING,\" HE PROBABLY FORGETS. YOU GIVE HIM A SOP WITH AN ALARM. HE CAN'T FORGET IT<\/p>\n The structure of Hook is simple:<\/p>\n you know, my-look\/<\/p>\n Ideas--HOOK.md # announces what to listen to<\/p>\n Ideas-handler.ts # on the trigger<\/p>\n HOOK.md told the system, \"What's my name, what's my story?\"<\/p>\n handler.ts, tell the system, \"what exactly is the incident doing?\"<\/p>\n Still Case: A Hook Let angent read today's plan automatically<\/p>\n every time you open a new session, you want angent to automatically read today's diary file -- you don't have to<\/p>\n Synchronising \"%s\"<\/p>\n —<\/p>\n name: session-loader<\/p>\n file: \"new session automatically loads today's working log\"<\/p>\n metadata:<\/p>\n openclaw:<\/p>\n participants: [\"command:new\"]<\/p>\n well, let's see<\/p>\n bins: [`node']<\/p>\n — Name: Session Loader<\/p>\n description: \"new session automatically loads today 's working log\"<\/p>\n Metadata:<\/p>\n
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