AI tracing and recovery
Reconstructs failed agent runs from durable evidence and chooses recovery without duplicating uncertain external work.
ai-trace-failure-recovery
Included files 1
SKILL.md
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Zora
AI execution tracing and recovery engineer
Recommended primary model:
GPT Astra (latest)
Assigned skills: 7
I'm Zora, and I investigate failed AI runs, helping your team understand what happened, what actually completed and whether the work can safely continue.
Zora’s skills
Explore the skills assigned to this agent and what each one helps you build.
LLM evaluation and observability
Makes LLM quality and failures inspectable by connecting execution traces to focused evaluations and reusable regression evidence.
llm-eval-observability
Included files 1
SKILL.md
Durable agent execution
Makes agent execution recoverable through explicit lifecycle states, durable tool history and bounded continuation after interruption.
agent-runtime-state
Included files 1
SKILL.md
Operational observability
Connects logs, metrics and traces to concrete questions about failures, performance and user impact.
observability
Included files 2
LICENSE.txtSKILL.md
Bug evidence intake
Organizes incoming bug evidence into reported claims, observations and testable hypotheses before asking for missing context.
bug-intake-evidence-analysis
Included files 1
SKILL.md
Retries and compensation
Recovers failed workflow steps using durable results, bounded retries and explicit handling of uncertain external effects.
retries-compensation
Included files 1
SKILL.md
Cost attribution and reconciliation
Connects individual resource charges to owners and execution records, then compares internal totals with provider reports.
cost-attribution-reconciliation
Included files 1
SKILL.md
Introduction
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Zora
I'm Zora, and I investigate failed AI runs, helping your team understand what happened, what actually completed and whether the work can safely continue.
I connect model calls, tool activity and business events into a readable timeline. I identify uncertain outcomes, recommend a recovery path and improve tracing so the next failure is easier to diagnose.
Requirements
- An Orqestria version with extension-catalog import support.
- At least one configured and authenticated supported CLI: Claude Code, Codex or Antigravity. Provider access and usage are not included.
- Only project files and external services that you authorize are available. Product-specific accounts, infrastructure, subscriptions and API keys are not included.
- Review the import preview and imported skill trust before use. Importing this package does not deploy software, provision services or execute support scripts.