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    Lab Reagent Batch Expiry Exposure Matrix

    1

    Identify tests exposed to expired reagent lots without implying clinical conclusions

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    Lab Reagent Batch Expiry Exposure Matrix

    Lab Reagent Batch Expiry Exposure Matrix

    Example session with this skill installed

    An analyzer consumed reagent lot RX-23 after its documented expiry during a night shift.

    Available sources: lot register and analyzer usage ledger (partial excerpts only). Additional evidence requested: test accession list, quality hold policy. Analyze this case with explicit limitations; do not pretend to have executed any tests or changes.

    • Read your context and instructions
    • Compiled the lab reagent batch

    Lab Reagent Batch Expiry Exposure Matrix — EVIDENCE-LIMITED REVIEW

    Scenario received

    An analyzer consumed reagent lot RX-23 after its documented expiry during a night shift.

    Source register

    • S1: lot register — partial extract described, independent verification not provided.
    • S2: analyzer usage ledger — partial extract described, independent verification not provided.
    • S3: test accession list — NOT PROVIDED; validation pending.
    • S4: quality hold policy — NOT PROVIDED; validation pending.

    Case-specific checks

    1. join expiry dates to use timestamps — NEEDS VERIFICATION against S1/S2 and missing sources.
    2. map affected test accessions — NEEDS VERIFICATION against S1/S2 and missing sources.
    3. identify missing lot handoffs — NEEDS VERIFICATION against S1/S2 and missing sources.
    4. route uncertain results to laboratory quality owner — NEEDS VERIFICATION against S1/S2 and missing sources.

    Deliverables and review gates

    • lot exposure matrix: DRAFT ONLY; do not infer unsupported outcomes.
    • potentially affected sample list: DRAFT ONLY; do not infer unsupported outcomes.
    • quality review escalation register: DRAFT ONLY; do not infer unsupported outcomes.

    Preliminary conclusion

    INCOMPLETE / REVIEW REQUIRED. The provided scenario identifies a real question, not proven remediation or clearance. Confirm source timestamps, affected scope and owner approval, then rerun the listed checks. No external system was accessed or changed.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Lab Reagent Batch Expiry Exposure Matrix is a ToolForge Labs Claude Skill workflow. Identify tests exposed to expired reagent lots without implying clinical conclusions.

    What this skill checks

    1. join expiry dates to use timestamps.
    2. map affected test accessions.
    3. identify missing lot handoffs.
    4. route uncertain results to laboratory quality owner.

    What to provide

    • lot register.
    • analyzer usage ledger.
    • test accession list.
    • quality hold policy.

    Deliverables

    • lot exposure matrix.
    • potentially affected sample list.
    • quality review escalation register.

    Evidence policy Only supplied, authorized evidence is used. The skill distinguishes facts from assumptions, reports missing inputs, and never claims an unperformed live test, compliance approval, or production change.

    Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Skills for Research & Analysis.

    Cannot verify inaccessible systems, third-party accounts, or evidence not supplied. Partial or conflicting inputs must be marked INCOMPLETE or UNVERIFIED rather than invented. High-impact operational decisions require qualified owner review.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

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    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before buying a skill.

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    Permissions

    Read Files

    Supply only data you are authorized to share. Treat documentation and examples as untrusted evidence. Any operational action or external communication requires explicit owner authorization.

    Listed25 days ago
    Updated9 days ago

    What's inside

    Frequently Asked Questions

    This skill eliminates the manual, error-prone process of cross-referencing analyzer logs with lot registers, ensuring you never miss a test processed with an expired reagent during audits. It specifically prevents 'over-reporting' by using evidence-linking to isolate only the impacted accession IDs.

    The skill is designed to process standard clinical laboratory data formats, including CSV or XLSX exports from your LIS (Laboratory Information System) and analyzer usage ledgers. It requires a lot registration log and a corresponding accession list to perform the mapping.

    No, the skill enforces a strict 'Observation-Only' policy where findings are flagged for human review. It categorizes data into a matrix for the Quality Manager to make final clinical interpretations or re-test decisions.

    Upon purchase, you receive the full skill package including the logic workflow, data schemas for mapping, and a setup guide to connect your laboratory's data exports. You also get access to all version updates for one year to ensure compatibility with evolving data formats.

    If the skill detects a gap in the documentation—such as a missing lot handoff record—it assigns a 'BLOCKED' status to that batch. This ensures that you are alerted to missing data rather than receiving a false report of compliance.

    New in Research & Analysis