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Record or reinforce an Engram lesson — the self-learning loop. Use when the user corrects a mistake, when an action failed in a generalizable way, when the user confirms an approach as right, or when you just applied a previously recalled lesson.
기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.
설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
직접 명령은 검토 Prompt를 거치지 않습니다. 실행하기 전에 소스를 확인하세요.
npx skills add https://github.com/behl1anmol/Engram --skill engram-lessons명령은 한 줄로 유지됩니다. 복사하기 전에 가로로 스크롤해 전체 내용을 확인하세요.
로컬 사본을 원하시나요? SkillsMP에서 현재 제공할 수 있는 파일을 다운로드하세요.
SOC 직업 분류 기준
SKILL.md 표시 중
| name | engram-lessons |
| description | Record or reinforce an Engram lesson — the self-learning loop. Use when the user corrects a mistake, when an action failed in a generalizable way, when the user confirms an approach as right, or when you just applied a previously recalled lesson. |
Lessons make you measurably better with this user over time, in any agent. CLI path is in the session-start conventions block.
Record when: the user corrected you; your action failed and a general check would have prevented it; the user confirmed "always do it this way".
Quality bar — apply before writing: would this lesson change behavior in a future session? One-off trivia (flaky network, typo) is not a lesson.
Body must follow this shape:
**Mistake:** <what went wrong, concrete>
**Why it happened:** <the assumption or missing check>
**How to apply:** <the behavior-changing rule for next time>
echo "<body>" | ENGRAM_AGENT=claude-code python3 "<engram_py>" add \
--type lesson --name kebab-case-slug \
--description "Discriminating one-liner recall can match" --tags ...
For a confirmed-good approach, same shape with Mistake: replaced by Approach:.
When a recalled lesson actually changed what you did this session:
python3 "<engram_py>" lesson applied <name>
This bumps times_applied (ranks it higher) and renews its expiry. Unapplied lessons lapse naturally — that is the decay model, don't fight it.