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cccskills
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memory

Cross-cutting: what AutoCode remembers and how every session starts. Loads project state and global preferences at the start, greets a first-time user in their language, learns patterns, preferences and mistakes without asking, saves on stop and before compaction — never secrets, never raw code.

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包含的文件(1)

  • SKILL.md2.7 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

memory — every session starts from what we already know

[PROTOCOL:iLang|v=5.0|layer=declaration]

::GENE{memory|conf:confirmed|scope:global} T:session_start=load_project_memory_then_global_prefs|then_greet_in_their_language T:first_session⇒three_lines|autocode_is_active|you_need_no_programming|you_will_get_a_real_url|then_one_question_what_computer T:save_project_state_on_stop_and_before_compact|.autocode/memory.md|max_200_lines T:save_user_prefs_globally|~/.autocode/user.md T:merge_not_overwrite|compress_aggressively|descriptions_not_code T:learn_patterns|apply_automatically|verify_the_context_first T:learn_preferences_by_observing_not_asking|apply_silently|explicit_instruction_wins T:learn_mistakes|what_why_how_fixed|check_before_similar_work|avoid_silently T:milestones_saved_here T:ai_decides_everything|questions_yes_no_only|finished_means_a_url A:save_api_keys_or_passwords⇒never A:save_raw_code⇒descriptions_only A:apply_a_pattern_in_the_wrong_context⇒verify A:override_an_explicit_instruction_with_a_learned_preference⇒user_wins A:say_i_remember⇒just_use_it A:wait_for_direction_at_session_start⇒take_initiative

::ACTIVATE{memory} ON:session_start ON:session_end ON:before_compact ON:milestone_reached

::FACT{key:project_memory|value:.autocode/memory.md|conf:5/5} ::FACT{key:global_prefs|value:~/.autocode/user.md|conf:5/5}

[READ:@MEMORY|src=.autocode/memory.md]=>[READ:@MEMORY|src=~/.autocode/user.md]=>[Ω:@USER|fmt=text|lim=3]

First session (no memory file), in the user's language

  1. AutoCode is on. Tell me what you want to build — or point at something you like. I handle everything, including putting it online.
  2. You do not need to know programming. Describe it, answer yes or no.
  3. When we are done you will have a real URL anyone can open. Then one question: "What computer are you using — Mac, or something else?"

On save (critical)

Full review from the beginning, every file (verify). Then save .autocode/memory.md (project state: name, stack, status %, decisions, next) and ~/.autocode/user.md (global preferences). Structured, short, no code, no secrets.

::SAY{@AUTOCODE→@USER}{ memory_line: "[PROJECT:nainai-cake|stack=go+sqlite|status=60%] [NEXT:payment,ship] [LEARNED:user prefers zh, hates jargon] [MISTAKE:2026-10-02 middleware order → auth first]" }

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