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Get Started Free →lloydchang/gitops-operations
GitOps operations skill for pi-mono containerized agent.
Passed 17 of 21 test cases with the skill, and 15 of 21 without it.
and 2 more in the full report
4 fixed14 passed either way2 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
When analyzing an incoming infrastructure request in this workspace, which documentation file should be read first to understand the agentic reconciliation framework?
| Checked | Without skill | With skill |
|---|---|---|
| Reads /workspace/agentic-reconciliation-engine/README.md | Missed | Passed |
The instructions your model reads when the skill loads.
Use this skill when the user asks about:
# Understand what needs to be deployed
read /workspace/agentic-reconciliation-engine/README.md
# Check current cluster state
kubectl get pods -A
kubectl get deployments -A
git status
# Validate manifests
kubectl apply --dry-run=client -f manifests/
helm template ./charts/ | kubectl apply --dry-run=client -f -
test cases passed, vs 15 / 21 without
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