mantis-reflect

Extracts trajectory insights and rotates feedback into the learning store and knowledge base.

Parent repository GitHub

Type: skill command
Repository: google/mantis
Readiness: Use only with expert supervision in isolated, restricted environments; not production-ready by its own documentation
Keywords: 5

Location

Repository path

mantis-reflect/SKILL.md

Invocation

/mantis-reflect

Setup

Installation / activation

Stage 13 near the end of each review pass.

Keywords

reflectionlearningstrajectoryfeedbackknowledge-base

Repository context

google/mantis

Apache-2.0 portable Agent Skills and a Python/Google ADK reference harness for staged defensive security review, covering architecture and threat modeling through vulnerability research, deduplication, validation, sandboxed reproduction, exploit chaining, patch verification, calibration, reflection, reporting, and secure-development advice; Claude Code is not explicitly documented, so applicability is inferred for skill-compatible coding agents rather than established as a native Claude extension.

Application securitySecure code reviewThreat modelingVulnerability researchStatic analysisDynamic reproductionExploit analysisSecurity patchingDevSecOpsHardware and firmware securityInfrastructure as Code securitySecure software development

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