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Repair Pulsar Subscription Cursor Replay Gaps
Trace Apache Pulsar cursor gaps and replay inconsistencies after subscription recovery.
$2.99
Repair Pulsar Subscription Cursor Replay Gaps
Example session with this skill installed
A consumer group restarts from an unexpected position and appears to skip records.
Available evidence: Pulsar subscription cursor metrics and consumer acknowledge logs (partial extracts only). Additional sources requested: topic retention policy and redelivery settings. Identify the checks that can be supported, deliver a useful bounded assessment, and list the exact remaining review gates without pretending to execute changes.
- Read your context and instructions
- Compiled the repair pulsar subscription
Repair Pulsar Subscription Cursor Replay Gaps — EVIDENCE-LIMITED REVIEW
Scenario received
A consumer group restarts from an unexpected position and appears to skip records.
Evidence inventory
- S1: Pulsar subscription cursor metrics — partial extract described by the requester; original full source not provided here.
- S2: consumer acknowledge logs — partial extract described by the requester; original full source not provided here.
- S3: topic retention policy — NOT PROVIDED; required to validate dependent findings.
- S4: redelivery settings — NOT PROVIDED; required to validate dependent findings.
Case-specific checks
Align mark delete position changes. INCOMPLETE until matching source anchors can be examined; document the observable facts, counterexamples and decision gate.
2.
Compare acknowledgment and processing durability. INCOMPLETE until matching source anchors can be examined; document the observable facts, counterexamples and decision gate.
3.
Check retention eligibility. INCOMPLETE until matching source anchors can be examined; document the observable facts, counterexamples and decision gate.
4.
Test bounded replay and dedupe behavior. INCOMPLETE until matching source anchors can be examined; document the observable facts, counterexamples and decision gate.
Deliverables
Cursor movement ledger. Create an evidence-linked section with observations, missing data, owner and next validation step.
Consumer checkpoint correction. Create an evidence-linked section with observations, missing data, owner and next validation step.
Loss and duplication test plan. Create an evidence-linked section with observations, missing data, owner and next validation step.
Acceptance gate
Proposed recovery explicitly accounts for retention expiry and durable deduplication limits. Do not label this gate passed until supplied source records actually demonstrate it.
Verdict and next action
INCOMPLETE — evidence required. Request S3 and S4 from the authorized owner, reconcile them with S1 and S2, then repeat the four checks and log remaining conflicts. No production change, approval, communication, or test run is claimed.
Connects securely to your tools. The creator never sees your data.
About this skill
Repair Pulsar Subscription Cursor Replay Gaps is a ToolForge Labs Cursor Skill workflow for distributed messaging systems. Trace Apache Pulsar cursor gaps and replay inconsistencies after subscription recovery.
What the skill checks
- Align mark delete position changes.
- Compare acknowledgment and processing durability.
- Check retention eligibility.
- Test bounded replay and dedupe behavior.
Input evidence
- Pulsar subscription cursor metrics.
- consumer acknowledge logs.
- topic retention policy.
- redelivery settings.
Deliverables
- Cursor movement ledger.
- Consumer checkpoint correction.
- Loss and duplication test plan.
Evidence policy Works from the files and facts the buyer actually provides. Records unknowns, inconsistencies, and approval gates; never claims tests, system access, approvals, or external actions that have not occurred. The supplied skill ZIP contains six complementary source files with workflows, contracts, tests, and a synthetic example.
Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse All Claude Skills.
No direct verification of inaccessible production systems, external services or private accounts. Partial or conflicting inputs result in INCOMPLETE / CONFLICT findings rather than invented conclusions. Domain-sensitive decisions require qualified owner review.
How to use
- 1
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- 2
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- 3
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Permissions
Provide only materials you are authorized to share. Use a reviewed environment for proposed changes; keep deployment, production modifications, and third-party communication under explicit human approval.