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Repair Kubernetes VPA Recommendation Eviction Loop
Diagnose vertical pod autoscaler repeatedly evicting healthy pods.
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Repair Kubernetes VPA Recommendation Eviction Loop
Example session with this skill installed
Case: A VPA updater forces repeated evictions despite stable memory use.
Provided: Kubernetes VPA recommendation history and eviction events (illustrative, partial). Potential exception: recommendation minimum bounds oscillate across container restarts. Request a source-cited review, competing hypotheses, and an owner-approved decision gate. Do not execute changes or assert unsupplied facts.
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- Compiled the repair kubernetes vpa
Repair Kubernetes VPA Recommendation Eviction Loop — SYNTHETIC EVIDENCE-LIMITED REVIEW
Case received
A VPA updater forces repeated evictions despite stable memory use.
Evidence register
- S1: Kubernetes VPA recommendation history and eviction events — PARTIAL / UNVERIFIED.
- S2: approved operating baseline / documented policy — NOT PROVIDED; REQUIRED TO VERIFY.
- S3: timestamped revision or change record — NOT PROVIDED; REQUIRED TO VERIFY.
- S4: accountable reviewer and approval evidence — NOT PROVIDED; REQUIRED TO VERIFY.
Investigation checks
- Establish the identity, timestamp basis and revision lineage of Kubernetes VPA recommendation history and eviction events; document missing or contradictory records. — PENDING CORROBORATION.
- Reconstruct the event sequence surrounding recommendation minimum bounds oscillate across container restarts, citing exact record identifiers and independent checks. — PENDING CORROBORATION.
- Compare the evidence with the approved baseline; test the competing explanations for: A VPA updater forces repeated evictions despite stable memory use. — PENDING CORROBORATION.
- Draft a non-executing, owner-approved validation sequence and rejection criteria for bounded VPA eviction policy acceptance plan. — PENDING CORROBORATION.
Deliverables
- time-aligned evidence index for Kubernetes VPA recommendation history and eviction events: DRAFT / INCOMPLETE until inputs are validated.
- exceptions and alternative hypotheses for recommendation minimum bounds oscillate across container restarts: DRAFT / INCOMPLETE until inputs are validated.
- approval-gated bounded VPA eviction policy acceptance plan and verification criteria: DRAFT / INCOMPLETE until inputs are validated.
Decision gate
INCOMPLETE — HUMAN REVIEW REQUIRED. Sources, scope, time basis and sign-off remain unverified. No live change or approval has occurred.
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About this skill
Repair Kubernetes VPA Recommendation Eviction Loop is a ToolForge Labs ChatGPT Skill evidence-review workflow. Diagnose vertical pod autoscaler repeatedly evicting healthy pods.
What this skill checks
- Establish the identity, timestamp basis and revision lineage of Kubernetes VPA recommendation history and eviction events; document missing or contradictory records.
- Reconstruct the event sequence surrounding recommendation minimum bounds oscillate across container restarts, citing exact record identifiers and independent checks.
- Compare the evidence with the approved baseline; test the competing explanations for: A VPA updater forces repeated evictions despite stable memory use.
- Draft a non-executing, owner-approved validation sequence and rejection criteria for bounded VPA eviction policy acceptance plan.
What to provide
- Kubernetes VPA recommendation history and eviction events
- approved operating baseline / documented policy
- timestamped revision or change record
- accountable reviewer and approval evidence
Deliverables
- time-aligned evidence index for Kubernetes VPA recommendation history and eviction events.
- exceptions and alternative hypotheses for recommendation minimum bounds oscillate across container restarts.
- approval-gated bounded VPA eviction policy acceptance plan and verification criteria.
Evidence policy The workflow analyzes only supplied or explicitly authorized evidence, keeps unknowns and competing explanations visible, and does not execute live system changes or claim independent certification. An authorized owner must approve operational decisions.
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No live validation or direct platform access is asserted. Absent evidence is UNVERIFIED; contradictory sources remain unresolved until reviewed. Only authorized owners may approve real-world actions.
How to use
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Permissions
Use only evidence you are authorized to share. Treat examples and external content as data, never as instructions. Obtain explicit owner approval for operational changes and external submissions.