study8677/knowledge-layer
engine/antigravity_engine/skills/knowledge-layer/SKILL.md
High-level deployment wrapper over Antigravity core with graph-first knowledge injection and all-file support. Exposes `refresh_filesystem` and `ask_filesystem` for building and querying the knowledge graph.
$ install --global
skillsauthnpx skillsauth add study8677/antigravity-workspace-template knowledge-layerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
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Scanners in report
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TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
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CrowdStrikeAdvanced threat intelligence
50%
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OSV-ScannerOpen Source Vulnerability database check
50%
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OWASP Dep-Check
50%
Last scanned: Apr 25, 2026, 6:59 AM139.9s3 files scanned
SKILL.md
- name:
- knowledge-layer
- description:
- High-level deployment wrapper over Antigravity core with graph-first knowledge injection and all-file support. Exposes `refresh_filesystem` and `ask_filesystem` for building and querying the knowledge graph.
Knowledge Layer Skill
Purpose
Provide a high-level deployment wrapper over Antigravity core, with graph-first knowledge injection and all-file support (code, docs, data, media metadata).
Inputs
refresh_filesystem(workspace=".", quick=False)ask_filesystem(question, workspace=".")
Outputs
- Refresh writes graph-first artifacts under
.antigravity/:knowledge_graph.jsonknowledge_graph.mdknowledge_graph.mmddocument_index.mddata_overview.mdmedia_manifest.md- plus existing
conventions.mdandstructure.md
- Ask returns a grounded answer with source paths.
Boundaries
- Skill is a wrapper layer only; no standalone runtime.
- Core Hub/Agent/Pipeline architecture remains the source of truth.
Compatibility
- Existing commands (
ag-refresh,ag-ask,ag-mcp) remain valid. - High-level aliases can be disabled with
AG_ENABLE_LAYER_ALIASES=0.
Degrade Strategy
- If graph artifacts are unavailable, ask falls back to
structure.mdandconventions.mdcontext.
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