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AI Project Discovery Protocol

porhaaaiawd·haaaiawd· v1.0.0 · atualizado em 2026-04-11
83
Score

Generate a persistent .nexus-map/ knowledge base that lets any AI session instantly understand a codebase's architecture, systems, dependencies, and change hotspots. Use when starting work on an unfamiliar repository, onboarding with AI-assisted context, preparing for a major refactoring initiative, or enabling reliable cold-start AI sessions across a team. Produces INDEX.md, systems.md, concept_model.json, git_forensics.md and more. Requires shell execution and Python 3.10+. For ad-hoc file queries or instant impact analysis during active development, use nexus-query instead.

codebase-analysisknowledge-baseai-assisted-developmentcode-understandingdependency-mappinggit-forensicsstatic-analysis
Linguagens
Python
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Documento do Skill

SKILL.mdnexus-mapper/workflow
1
PROFILE — : Identify repo path, check prerequisites, and parse codebase with Tree-sitter.
2
REASON — : Read reference files, analyze AST nodes and Git history to form hypotheses.
3
OBJECT — : Challenge hypotheses by identifying contradictions and evidence gaps.
4
BENCHMARK — : Verify implemented nodes and code paths.
5
EMIT — : Generate `.nexus-map/` knowledge base with provenance information.
6
Finalize — : Move temporary files to the final directory and ensure atomicity.

Telemetria de Agentes

Execuções
0
total
Taxa de Sucesso
0%
últimos 30d
Latência Média
0.0s
p50
Alucinação
0.0%
detecção
Tokens Entrada
0
avg 0/exec
Tokens Saída
0
avg 0/exec

Uso por Plataforma

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Árvore do Skill

AI Project Discovery Protocol
nexus-mapper
Fases Cognitivas6
1.SENSE
2.CONTEXTUALIZE
3.HYPOTHESIZE
4.EVALUATE
5.ACT
6.REFLECT
Triggers8
analyze the project architecturecreate a knowledge base for this repositoryhelp AI understand this codebasegenerate a nexus mapunderstand the codebase dependenciesmap the system architecturecreate an index for the codebasescan the repository for change hotspots

Avaliar este Skill

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

$ synaptic mcp download nexus-mapper
$ synaptic skills detail nexus-mapper
$ synaptic skills live nexus-mapper

Dependências

tree-sitter

Links

GitHub Repository