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AgentOps / Harness Evolution

Harness Run Reflection

Review recent agent run logs to identify repeated misses, skipped skills, and inefficient loops in the harness.

reflection, harness, logs, improvement

Install this skill

Install (Codex)

./bin/skills-hub install agentops/[email protected] --runtime codex

Install (Claude)

./bin/skills-hub install agentops/[email protected] --runtime claude

Install (Generic)

./bin/skills-hub install agentops/[email protected] --runtime generic --target ./my-agent/skills

Operational Summary

Use when: Use when recent agent run logs need review for repeated misses, skipped skills, and inefficient loops.

Execution mode: analysis-only

Approval boundary: Safe for harness analysis; must not widen scope into production code changes on its own.

Status

Readiness: Experimental

Security reviewed: no

Lifecycle: Active

Runtime & Dependencies

ID: agentops/harness-run-reflection

Runtimes: codex, claude, generic

Tool dependencies: 0

API dependencies: 0

Dependencies

Tools: Not documented

APIs: Not documented

Outputs

  • Reflection report
  • Failure patterns
  • Improvement candidates