failproofai-sdk

failproofai-sdk is an LLM evaluation & observability skill for AI agents, published by exospherehost in the failproofai repository on GitHub. Skillspace rates failproofai-sdk F (15/100) and the safety scan rated it unsafe; the rating is based on static analysis only.

The way to make an AI agent report what it did to Failproof AI — planning what to record, writing the instrumentation, and proving the events land. Reach for it on vague phrasing too: "add observability to my agent", "why isn't my agent showing up?" Trigger when the user wants to: • plan an integration — which points in their agent loop to record, and what the platform must see before sessions, errors, and evals work at all; • write or fix instrumentation — add the `failproofai_sdk` Python SDK to an agent codebase, thread session/agent identity through it, emit tool, model, hook, or human events; • verify it — confirm events are being written, or debug an integration that looks correct and produces nothing. Served by the `failproofai_sdk` Python SDK, inside the user's own agent. NOT for reading telemetry that already landed or operating a deployment (that's `fp-cloud-cli`), or building the evaluator service that scores runs (that's `agenteye-evaluator`).

Grade
F
Quality
15 / 100
Safety
Unsafe
GitHub stars
1,848

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

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since.

Our review

Architecture
80 / 100
Maturity
Basic: a single SKILL.md
Security scan
Critical-risk patterns
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • destructive rm -rf on home/root
  • 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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