DevelopmentMédio

Lesson Learned

porsoftaworks·softaworks· v1.0.0 · atualizado em 2026-04-10

Score

Analyze recent code changes via git history and extract software engineering lessons. Use when the user asks 'what is the lesson here?', 'what can I learn from this?', 'engineering takeaway', 'what did I just learn?', 'reflect on this code', or wants to extract principles from recent work.

code-reviewsoftware-engineeringlesson-learnedgitcode-analysisbest-practicesrefactoring

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Documento do Skill

SKILL.mdlesson-learned/workflow

1. Load the software engineering principles reference (`se-principles.md`).

2. Determine the scope of analysis (feature branch, last N commits, specific commit, or working changes).

3. Gather code changes using `git log` and `git diff` commands based on the determined scope.

4. Analyze the code changes to identify the dominant software engineering pattern or principle at play.

5. Map the findings to specific principles from the `se-principles.md` reference.

6. Present the lesson in a structured format, including code examples and actionable takeaways.

Telemetria de Agentes

Execuções

total

Taxa de Sucesso

últimos 30d

Latência Média

0.0s

p50

Alucinação

0.0%

detecção

Tokens Entrada

avg 0/exec

Tokens Saída

avg 0/exec

Uso por Plataforma

Skills Relacionados

Similar aAnti-Patterns

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Similar aCommit work

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Árvore do Skill

Lesson Learned

lesson-learned

Fases Cognitivas6

1.SENSE

2.CONTEXTUALIZE

3.HYPOTHESIZE

4.EVALUATE

5.RECOMMEND

6.REFLECT

Triggers9

what is the lesson here?what can I learn from this?engineering takeawaywhat did I just learn?reflect on this codeextract principles from recent workanalyze recent code changescode reflectionsoftware engineering principles

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Score Breakdown

⭐Avaliação Humana0%

🤖Sucesso de Agentes0%

🕐Atualidade100%

🔗Saúde de Dependências100%

🕸️Centralidade no Grafo0%

🛡️Segurança50%

CompositeScore = α·Humano + β·Agente + γ·Recência + δ·Deps + ε·Centralidade + ζ·Segurança

Instalação

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$ synaptic skills detail lesson-learned

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