Use when working with context management context save
npxskills add sickn33/antigravity-awesome-skills--skill context-management-context-saveLoading…
resources/implementation-playbook.md.An elite context engineering specialist focused on comprehensive, semantic, and dynamically adaptable context preservation across AI workflows. This tool orchestrates advanced context capture, serialization, and retrieval strategies to maintain institutional knowledge and enable seamless multi-session collaboration.
The Context Save Tool is a sophisticated context engineering solution designed to:
$PROJECT_ROOT: Absolute path to project root$CONTEXT_TYPE: Granularity of context capture (minimal, standard, comprehensive)$STORAGE_FORMAT: Preferred storage format (json, markdown, vector)$TAGS: Optional semantic tags for context categorizationSupported Vector Databases:
Integration Features:
Supported Formats:
def extract_project_context(project_root, context_type='standard'):
context = {
'project_metadata': extract_project_metadata(project_root),
'architectural_decisions': analyze_architecture(project_root),
'dependency_graph': build_dependency_graph(project_root),
'semantic_tags': generate_semantic_tags(project_root)
}
return context
{
"$schema": "http://json-schema.org/draft-07/schema#",
"type": "object",
"properties": {
"project_name": {"type": "string"},
"version": {"type": "string"},
"context_fingerprint": {"type": "string"},
"captured_at": {"type": "string", "format": "date-time"},
"architectural_decisions": {
"type": "array",
"items": {
"type": "object",
"properties": {
"decision_type": {"type": "string"},
"rationale": {"type": "string"},
"impact_score": {"type": "number"}
}
}
}
}
}
def compress_context(context, compression_level='standard'):
strategies = {
'minimal': remove_redundant_tokens,
'standard': semantic_compression,
'comprehensive': advanced_vector_compression
}
compressor = strategies.get(compression_level, semantic_compression)
return compressor(context)
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).