Agent-almanac troubleshoot-separation
git clone https://github.com/pjt222/agent-almanac
T=$(mktemp -d) && git clone --depth=1 https://github.com/pjt222/agent-almanac "$T" && mkdir -p ~/.claude/skills && cp -r "$T/i18n/ja/skills/troubleshoot-separation" ~/.claude/skills/pjt222-agent-almanac-troubleshoot-separation-a46786 && rm -rf "$T"
i18n/ja/skills/troubleshoot-separation/SKILL.md分離問題のトラブルシューティング
Systematic diagnosis and resolution of GC and HPLC separation problems covering symptom documentation, peak shape diagnosis, retention anomaly investigation, matrix effect evaluation, and verified corrective action using controlled single-variable changes.
使用タイミング
- Peaks are tailing, fronting, splitting, or broader than expected
- Retention times have shifted or become irreproducible
- Resolution between critical pairs has degraded
- Baseline drift, ghost peaks, or negative peaks have appeared
- Sensitivity has dropped or signal-to-noise has worsened
- A method that previously worked is now failing system suitability
入力
Required
- Problem chromatogram: Current data showing the issue
- Reference chromatogram: Recent good chromatogram from the same method for comparison
- Method conditions: Column, mobile phase/carrier gas, temperature/gradient, detector, flow rate
- System log: Recent maintenance, column changes, mobile phase preparations, instrument events
Optional
- Blank chromatogram: Most recent blank or solvent injection
- System suitability trend data: Historical values for tailing, resolution, plates, retention time
- Column history: Number of injections, types of samples, age of column
- Instrument maintenance log: Pump seal replacements, lamp hours, detector service dates
手順
ステップ1: Document the Problem
- Describe the symptom precisely: which peaks are affected, how do they differ from the reference chromatogram.
- Determine when the problem started: gradual degradation or sudden onset.
- Record whether the problem affects all peaks or only specific ones.
- Note whether the problem is present in standards, samples, or both.
- Collect the current system suitability data and compare to historical trends.
- Photograph or export the problem chromatogram alongside the reference for side-by-side comparison.
期待結果: A documented problem statement with timeline, scope (all peaks vs. specific peaks, standards vs. samples), and comparison to reference data.
失敗時: If no reference chromatogram is available, inject a fresh standard preparation under the documented method conditions to establish a current baseline before troubleshooting.
ステップ2: Diagnose Peak Shape Issues
Use the symptom table to identify likely root causes.
| Symptom | Possible Causes | Solutions |
|---|---|---|
| Tailing (T > 1.5) | Secondary interactions (silanol activity), dead volume in fittings, contaminated column frit, overloaded active sites | Add amine modifier (HPLC), deactivate liner (GC), replace frit, trim column inlet, reduce injection mass |
| Fronting (T < 0.8) | Column overload (mass or volume), mismatch between sample solvent and mobile phase strength | Reduce injection volume or concentration, dilute in weaker solvent, use larger-bore column |
| Split / double peaks | Partially blocked frit, void at column head, two polymorphic forms, isomeric interconversion | Replace frit, repack column head, verify sample stability, adjust pH to lock one form |
| Broad peaks (all) | Extra-column band broadening, wrong tubing ID, large detector cell, old column, low plate count | Minimize post-column tubing length and ID, check connections, replace column |
| Broad peaks (early eluters) | Poor focusing at column head, injection solvent too strong (HPLC), cold on-column (GC) | Use weaker injection solvent, reduce injection volume, increase initial oven temp |
| Broad peaks (late eluters) | On-column diffusion, temperature too low (GC), insufficient gradient steepness (HPLC) | Increase final oven temperature, steepen gradient, add organic wash |
| Negative peaks | Sample solvent refractive index/absorbance differs from mobile phase, vacancy peaks (IEX) | Match sample solvent to mobile phase, use different detection wavelength |
| Ghost peaks | Carryover from previous injection, contaminated mobile phase, column bleed, septum bleed (GC) | Run blank to confirm, clean or replace injection system, filter/degas mobile phase, replace septum |
| Baseline drift (upward) | Column bleed (GC at high temp), gradient elution baseline shift (HPLC), lamp instability (UV) | Reduce max temp, use low-bleed column (GC), run blank gradient to characterize (HPLC), replace lamp |
| Baseline noise (high-frequency) | Electrical interference, pump pulsation, air bubbles in detector, contaminated detector | Ground instrument, replace pump seals, degas mobile phase, clean detector cell |
- Match the observed symptom(s) to the table above.
- Narrow the list of causes by checking whether the problem affects all peaks or specific ones, and whether it appeared suddenly or gradually.
- Prioritize the most likely cause based on the system history (recent changes, column age, maintenance status).
期待結果: One or two most-likely root causes identified from the symptom-cause mapping, prioritized by system history.
失敗時: If the symptom does not match any row in the table, or multiple symptoms are present simultaneously, the problem may be compound (e.g., column degradation plus a leak). Address the most obvious issue first, then re-evaluate.
ステップ3: Diagnose Retention Time Issues
| Symptom | Possible Causes | Solutions |
|---|---|---|
| All peaks shifted earlier | Increased flow rate, higher column temperature, stronger mobile phase, column void | Check flow rate setting and actual delivery, verify temperature, remake mobile phase, inspect column |
| All peaks shifted later | Decreased flow rate, lower column temperature, weaker mobile phase, partially blocked tubing | Check for leaks (pressure drop), verify temperature, remake mobile phase, check inline filter |
| Retention time drift (gradual) | Column degradation, mobile phase evaporation (open reservoir), temperature fluctuation | Replace column, seal reservoir, stabilize oven, use column thermostat |
| Retention time irreproducible | Leak at fitting, check valve malfunction, autosampler timing error, inadequate re-equilibration | Pressure-test fittings, replace check valves, verify autosampler, increase equilibration volume |
| Lost retention (k' near 0) | Phase collapse (RP at high aqueous), column dewetting, wrong mobile phase, reversed connections | Use polar-embedded or AQ-type column, re-wet column with organic, verify mobile phase, check plumbing |
| Co-elution (previously resolved) | Column selectivity lost (bonded phase stripped), mobile phase composition changed, temperature changed | Replace column, verify mobile phase preparation, check temperature setpoint vs. actual |
- Determine whether retention shifts are uniform (all peaks) or selective (specific peaks).
- Uniform shifts point to systematic causes (flow, temperature, mobile phase composition).
- Selective shifts point to column chemistry changes or specific analyte-related issues.
- Check the instrument pressure trace: sudden pressure changes indicate leaks or blockages.
- Re-inject the reference standard to confirm whether the issue is in the system or the sample.
期待結果: Root cause of retention anomaly identified and categorized as systematic (instrument/mobile phase) or column-related.
失敗時: If re-injecting the standard on a new column resolves the issue, the original column is the problem. If the issue persists on a new column, the cause is upstream (mobile phase, instrument, or method parameters).
ステップ4: Evaluate Matrix Effects
- Compare the standard chromatogram to the sample chromatogram:
- Are there additional peaks in the sample that are absent in the standard?
- Is the baseline elevated or noisy in specific retention windows?
- Are analyte peak shapes different in the sample vs. standard (broader, tailing more)?
- For LC-MS: evaluate ion suppression/enhancement:
- Post-column infusion test: infuse analyte continuously while injecting a blank matrix extract; dips in the analyte signal indicate ion suppression regions.
- If analyte retention time coincides with a suppression region, modify the method to shift analyte elution.
- Check for column contamination:
- Inject solvent blanks after a sample sequence; persistent peaks indicate column contamination.
- Flush the column with strong solvent (100% organic for RP, or as recommended by column manufacturer).
- Assess sample preparation:
- Dirty injector (autosampler needle, injection port liner in GC): replace or clean.
- Insufficient sample cleanup: add a filtration, SPE, or protein precipitation step.
- For GC: check for non-volatile residue buildup in the inlet liner, which causes peak tailing and ghost peaks over time.
期待結果: Matrix effects characterized (presence/absence of interferents, ion suppression zones for LC-MS, column contamination status) with actionable recommendations.
失敗時: If matrix effects cannot be adequately characterized with available data, prepare a matrix-matched calibration curve and compare slopes to a solvent calibration curve. A slope difference > 15% indicates significant matrix effects requiring method modification.
ステップ5: Implement and Verify the Fix
- Change only one variable at a time. Document what was changed and why.
- After each change, re-inject the system suitability standard and compare to the reference chromatogram.
- Sequence of changes to try (from least to most disruptive):
- Prepare fresh mobile phase / carrier gas tank
- Replace consumables (septum, liner, frit, inline filter, lamp)
- Tighten or replace fittings and tubing
- Flush/regenerate the column
- Adjust method parameters (temperature, flow, gradient, pH)
- Replace the column
- Service the instrument (pump seals, check valves, detector)
- Once the fix is identified, run the full system suitability test (n >= 5 injections).
- Compare all parameters (retention time, area, resolution, tailing, plates) to historical specification.
- Document the root cause, corrective action, and verification results in the instrument/column logbook.
- If the same problem recurs, establish a preventive maintenance schedule to address the root cause proactively.
期待結果: Problem resolved with system suitability parameters restored to specification. Root cause, corrective action, and verification documented.
失敗時: If all single-variable changes fail to resolve the issue, the problem may involve multiple simultaneous failures. Replace all consumables and the column together, verify with a fresh standard, and rebuild the troubleshooting from the new baseline. If the problem persists after total consumable replacement, escalate to instrument service.
バリデーション
- Problem documented with symptom description, timeline, and scope
- Root cause identified using symptom-cause mapping tables
- Only one variable changed at a time during troubleshooting
- Fix verified by system suitability test (n >= 5 replicate injections)
- All system suitability parameters restored to within specification
- Root cause and corrective action documented in logbook
- Preventive measure identified to avoid recurrence
よくある落とし穴
- Changing multiple variables simultaneously: Makes it impossible to identify the actual root cause. Always change one thing, test, then decide whether to change another.
- Replacing the column as the first step: Column replacement is expensive and may mask the real problem (e.g., a leak, wrong mobile phase, or contaminated inlet). Exhaust simpler possibilities first.
- Ignoring the instrument logbook: Many problems trace back to a recent maintenance event, mobile phase batch change, or column swap. Always check what changed recently.
- Blaming the sample without evidence: Run the reference standard first. If the standard also shows the problem, the issue is in the system, not the sample.
- Flushing a column with incompatible solvents: Never flush a reversed-phase column with pure water (causes phase collapse) or a silica HILIC column with pure aqueous buffer (irreversible damage). Follow the manufacturer's washing protocol.
- Not documenting what was tried: Failed troubleshooting attempts are valuable information. Record every change attempted and its outcome to avoid repeating unsuccessful fixes and to build institutional knowledge.
関連スキル
-- understanding the chromatographic data that reveals separation problemsinterpret-chromatogram
-- GC method development, relevant when troubleshooting requires method redesigndevelop-gc-method
-- HPLC method development, relevant when troubleshooting requires method redesigndevelop-hplc-method
-- re-validation may be required after significant method changes during troubleshootingvalidate-analytical-method