real-time-guardrails

real-time-guardrails is an Agent security & guardrails skill for AI agents, published by ibm-self-serve-assets in the building-blocks repository on GitHub. Skillspace rates real-time-guardrails C (77/100) and it passed the safety scan; the rating is based on static analysis only.

Add IBM watsonx.governance-backed runtime safety and quality guardrails to AI/RAG agents. Use when shipping LLM apps to production, designing 4-choke-point Pass/Flag/Block pipelines (input → retrieval → generation → output), picking metric sets from the 28-metric catalog, wiring guardrails into FastAPI / Flask / LangChain / watsonx Orchestrate, authoring custom LLM-as-judge metrics, building compliance audit logs, integrating chat widgets with backend proxies, or tuning per-tenant threshold policies. Covers Python library, REST sidecar, and MCP tool deployment modes.

Grade
C
Quality
77 / 100
Safety
Passed
GitHub stars
20

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubibm-self-serve-assets/building-blocks

Our review

Architecture
100 / 100
Maturity
Structured: ships references or scripts
Security scan
Low-risk patterns
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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