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    GMP OOS Investigation Casefile

    1

    Builds phase-separated GMP OOS investigation records with evidence gaps and QA routing.

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    GMP OOS Investigation Casefile

    GMP OOS Investigation Casefile

    Example session with this skill installed

    Worked Case

    An HPLC assay result is below specification. System suitability passed. The analyst reports a possible dilution error, but no contemporaneous calculation or preparation discrepancy proves it. A passing retest exists without an approved retest rationale.

    This is synthetic demonstration data, not professional evidence.

    • Read your context and instructions
    • Compiled the gmp oos investigation

    Investigation record

    The skill preserves the original OOS result, separates laboratory review from expanded manufacturing review, and routes unresolved evidence to the Quality Unit. The complete machine-readable deliverable follows.

    {
      "schema_version": "1.0",
      "case_id": "DEMO-001",
      "domain": "Pharmaceutical quality control",
      "evidence_boundary": {
        "reviewed": [
          "analyst interview note",
          "assay worksheet and chromatogram",
          "sequence suitability report"
        ],
        "unavailable": [
          "retest_rationale",
          "manufacturing_review"
        ]
      },
      "evidence_ledger": [
        {
          "item": "original_result",
          "status": "OBSERVED",
          "finding": "original result is observed in the worked case.",
          "source_refs": [
            "assay worksheet and chromatogram"
          ]
        },
        {
          "item": "system_suitability",
          "status": "OBSERVED",
          "finding": "system suitability is observed in the worked case.",
          "source_refs": [
            "sequence suitability report"
          ]
        },
        {
          "item": "analyst_hypothesis",
          "status": "REPORTED",
          "finding": "analyst hypothesis is reported in the worked case.",
          "source_refs": [
            "analyst interview note"
          ]
        },
        {
          "item": "retest_rationale",
          "status": "MISSING",
          "finding": "retest rationale is missing in the worked case.",
          "source_refs": []
        },
        {
          "item": "manufacturing_review",
          "status": "MISSING",
          "finding": "manufacturing review is missing in the worked case.",
          "source_refs": []
        }
      ],
      "investigation_route": "EXPANDED_INVESTIGATION_REQUIRED",
      "batch_disposition_decision": "NOT_MADE",
      "dependency_map": [
        "Final decision depends on Quality Unit and every route-changing missing artifact."
      ],
      "next_evidence": [
        "retest_rationale",
        "manufacturing_review"
      ],
      "decision_owner": "Quality Unit",
      "limitations": [
        "No result invalidation.",
        "No batch release or rejection.",
        "No retesting into compliance.",
        "No regulatory compliance conclusion."
      ]
    }
    
    

    Next step: obtain the missing contemporaneous preparation evidence and approved retest rationale before any authorized disposition decision.

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

    What you get

    Convert raw lab failures into reviewable GMP investigation records.Enforce phase separation between laboratory and manufacturing reviews.Identify missing evidence required for final batch disposition decisions.Generate JSON-compliant case records for quality management system ingestion.

    About this skill

    The problem

    Out-of-specification laboratory results are easy to mishandle when raw data, hypotheses, retest rationale, manufacturing review, and batch impact are mixed into one narrative.

    What this skill delivers

    GMP OOS Investigation Casefile converts documented OOS evidence into a reviewable, phase-separated investigation record. It preserves the original result, tests hypotheses against supplied evidence, records retest or resample rationale, maps batch and related-batch impact, and identifies the accountable Quality Unit route.

    Why it is different

    • Secures raw data, specifications, method versions, calculations, standards, samples, and audit trail before interpretation.
    • Separates laboratory review from expanded manufacturing review.
    • Never averages away or replaces the original OOS result.
    • Distinguishes demonstrated assignable cause from an unproven hypothesis.
    • Returns explicit evidence gaps and a deterministic case record.

    Included

    Source Skill, domain capsule, source register, worked case, machine-readable sample output, validator, forward tests, and a six-page English buyer guide.

    Boundaries

    This skill does not invalidate a result, authorize retesting, release or reject a batch, or replace an authorized QA decision.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

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    2. 2

      Unzip into your skills folder

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    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

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    Recently published to Agensi

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    Trust & safety

    Security scanned

    Verified clean 22 days ago

    • Passed all security checks, Safe to install

    Listed22 days ago

    What's inside

    Frequently Asked Questions