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GMP OOS Investigation Casefile
Builds phase-separated GMP OOS investigation records with evidence gaps and QA routing.
$19.99
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
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.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 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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Click the path to copy it. Create the folder if it does not exist yet.
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Verified clean 5 days ago
- Passed all security checks, Safe to install