develop-gc-method
정보
이 Claude Skill은 개발자들이 가스 크로마토그래피 방법을 처음부터 생성할 수 있도록 지원하며, 컬럼 선택, 온도 프로그래밍, 검출기 설정 과정을 안내합니다. 새로운 분석을 설정하거나 기존 방법을 다양한 장비나 시료 매트릭스에 적용할 때 사용하도록 설계되었습니다. 이 스킬은 휘발성 및 반휘발성 목표 화합물에 대한 초기 성능 검증을 수행합니다.
빠른 설치
Claude Code
추천npx skills add pjt222/agent-almanac -a claude-code/plugin add https://github.com/pjt222/agent-almanacgit clone https://github.com/pjt222/agent-almanac.git ~/.claude/skills/develop-gc-methodClaude Code에서 이 명령을 복사하여 붙여넣어 스킬을 설치하세요
문서
Develop a GC Method
Systematic GC method dev: column pick + temp program + carrier + detector + initial perf check for volatile/semi-volatile analytes.
Use When
- New GC for volatile/semi-volatile compounds
- Adapt published method → different instrument/matrix
- Replace existing method failing perf
- Method for compounds w/ known bp + polarity
- Packed → capillary transition
In
Required
- Target analytes: Compounds + CAS + MW + bp
- Sample matrix: Sample type (air, water extract, solvent, bio fluid)
- Detection limits: LOD/LOQ per analyte
Optional
- Reference method: Published (EPA, ASTM, pharmacopeial) → start
- Available columns: On-hand inventory
- Instrument config: GC model, detectors, autosampler
- Throughput: Max run time/sample
- Regulatory: GLP, GMP, EPA, etc
Do
Step 1: Analytical Objectives
- List analytes + props (bp, polarity, MW).
- ID matrix + expected interferents/co-extractives.
- Specify LOD/LOQ, quant range, Rs for critical pairs.
- Method must meet regulatory (EPA 8260, USP, etc)?
- Doc throughput: max run time, inj vol, prep constraints.
→ Written spec: analytes + matrix + limits + Rs + regulatory/throughput.
If err: volatility data missing → estimate bp from structural analogs or scout run on mid-polarity col for elution order.
Step 2: Pick Column
Dimensions + phase via analyte polarity + separation diff.
| Column Type | Stationary Phase | Polarity | Typical Use Cases |
|---|---|---|---|
| DB-1 / HP-1 | 100% dimethylpolysiloxane | Non-polar | Hydrocarbons, solvents, general screening |
| DB-5 / HP-5 | 5% phenyl-methylpolysiloxane | Low polarity | Semi-volatiles, EPA 8270, drugs of abuse |
| DB-1701 | 14% cyanopropylphenyl | Mid polarity | Pesticides, herbicides |
| DB-WAX / HP-INNOWax | Polyethylene glycol | Polar | Alcohols, fatty acids, flavors, essential oils |
| DB-624 | 6% cyanopropylphenyl | Mid polarity | Volatile organics, EPA 624/8260 |
| DB-FFAP | Modified PEG (nitroterephthalic acid) | Highly polar | Organic acids, free fatty acids |
| DB-35 | 35% phenyl-methylpolysiloxane | Mid-low polarity | Polychlorinated biphenyls, confirmatory column |
- Analyte polarity ↔ phase: like dissolves like.
- Length (15-60 m): longer → more plates, longer runs.
- ID (0.25-0.53 mm): narrower → better eff, wider → more capacity.
- Film (0.25-5.0 um): thicker → retain volatiles longer.
- Complex matrices → guard col or retention gap.
→ Col spec (phase + L + ID + film) justified by analyte + Rs reqs.
If err: no single col resolves all → confirm col w/ orthogonal selectivity (DB-1 primary, DB-WAX confirm).
Step 3: Optimize Temp Program
- Initial oven ≤ bp of most volatile (hold 1-2 min → solvent focus).
- Linear ramp starts:
- Simple: 10-20 C/min
- Complex: 3-8 C/min (better Rs)
- Ultra-fast: 25-40 C/min on short thin-film
- Final temp 10-20 C above bp of least volatile.
- Final hold 2-5 min → full elution + bake-out.
- Co-eluting critical pairs → isothermal hold before elution, or slower ramp there.
- Verify total run time meets throughput.
→ Temp program (init + hold + ramp + final + hold) separates all targets in acceptable time.
If err: critical pairs still unresolved after ramp → revisit col (Step 2) or multi-ramp w/ slower rates in problem region.
Step 4: Pick Carrier Gas
| Property | Helium (He) | Hydrogen (H2) | Nitrogen (N2) |
|---|---|---|---|
| Optimal linear velocity | 20-40 cm/s | 30-60 cm/s | 10-20 cm/s |
| Efficiency at high flow | Good | Best (flat van Deemter) | Poor |
| Speed advantage | Baseline | 1.5-2x faster than He | Slowest |
| Safety | Inert | Flammable (needs leak detection) | Inert |
| Cost / availability | Expensive, supply concerns | Low cost, generator option | Very low cost |
| Detector compatibility | All detectors | Not with ECD; caution with some MS | All detectors |
- Default He for general + regulatory methods specifying He.
- H2 for faster or when He supply constrained; install H2 leak detection + interlocks.
- N2 only for simple separations or when cost primary.
- Flow → optimal linear velocity for gas + col ID.
- Measure actual velocity via unretained (e.g., methane on FID).
→ Carrier picked + flow at optimal velocity, verified by unretained peak.
If err: eff lower than expected → van Deemter curve (plate height vs velocity) over 5-7 flows for true optimum.
Step 5: Pick Detector
| Detector | Selectivity | Sensitivity (approx.) | Linear Range | Best For |
|---|---|---|---|---|
| FID | C-H bonds (universal organic) | Low pg C/s | 10^7 | Hydrocarbons, general organics, quantitation |
| TCD | Universal (all compounds) | Low ng | 10^5 | Permanent gases, bulk analysis |
| ECD | Electronegative groups (halogens, nitro) | Low fg (Cl compounds) | 10^4 | Pesticides, PCBs, halogenated solvents |
| NPD/FPD | N, P (NPD); S, P (FPD) | Low pg | 10^4-10^5 | Organophosphorus pesticides, sulfur compounds |
| MS (EI) | Structural identification | Low pg (scan), fg (SIM) | 10^5-10^6 | Unknowns, confirmation, trace analysis |
| MS/MS | Highest selectivity | fg range | 10^5 | Complex matrices, ultra-trace, forensic |
- Match detector to analyte chem + sensitivity.
- Quant in simple matrices → FID default (robust + linear + low maint).
- Trace in complex matrices → MS SIM or MS/MS MRM.
- Halogenated at trace → ECD best sensitivity.
- Detector temp 20-50 C above max oven → prevent condensation.
- Optimize detector gas flows per mfr.
→ Detector picked + config w/ temps + flows for targets.
If err: sensitivity insufficient → concentrate sample (bigger inj, solvent evap) or more sensitive/selective detector.
Step 6: Validate Initial Perf
- System suitability std: all targets at mid-range conc.
- Inject std 6× consec.
- Evaluate:
- RT RSD: < 1.0%
- Peak area RSD: < 2.0% (< 5.0% trace)
- Rs critical pairs: ≥ 1.5 (baseline) or ≥ 2.0 regulated
- Tailing factor: 0.8-1.5 (USP T ≤ 2.0)
- Theoretical plates N: vs col mfr spec
- Blank inj → no carryover/ghost peaks.
- Matrix blank → ID interferents at target RT.
- Doc all in method summary.
→ Suitability met across replicates, no carryover/matrix interference at target windows.
If err: tailing → check active sites (recondition, trim 0.5 m inlet, replace liner). RSD high → autosampler precision + inj technique. Rs low → Step 3 temp refinement.
Check
- All targets Rs ≥ 1.5 critical pairs
- RT RSD < 1.0% over 6 reps
- Peak area RSD < 2.0% over 6 reps
- Tailing 0.8-1.5 all analytes
- Blank no carryover >0.1% working conc
- Matrix blank no interference at targets
- Run time meets throughput
- All params documented (col, temps, flows, detector)
Traps
- Column bleed temp limit: Above max isothermal → elevated baseline + ghost peaks + col degradation. Check spec sheet.
- Oversized inj: Too much solvent → fronting + poor Rs early. Match inj vol to col capacity (0.5-2 uL for 0.25 mm ID split).
- Wrong liner: Splitless → single/double-taper deactivated; split → w/ glass wool. Mismatch → poor repro.
- Septum/liner maint: Coring + contamination = top sources of ghost peaks + tailing. Septa every 50-100 inj, liners scheduled.
- Skip van Deemter: Mfr default flow not measured optimum → wasted eff, esp carrier gas swaps.
- Insufficient conditioning: New cols → condition (ramp to max temp under carrier, no detector) to clear mfr residues.
→
develop-hplc-method— LC method dev for non-volatile/thermally labileinterpret-chromatogram— reading GC + HPLC chromatogramstroubleshoot-separation— diagnose peak shape/RT/Rs problemsvalidate-analytical-method— formal ICH Q2 valid. of GC method
GitHub 저장소
연관 스킬
qmd
개발qmd는 BM25, 벡터 임베딩, 재순위화를 결합한 하이브리드 검색을 통해 로컬 파일을 색인화하고 검색할 수 있는 로컬 검색 및 색인화 CLI 도구입니다. 명령줄 사용과 Claude 통합을 위한 MCP(Model Context Protocol) 모드를 모두 지원합니다. 이 도구는 임베딩에 Ollama를 사용하고 색인을 로컬에 저장하여 터미널에서 직접 문서나 코드베이스를 검색하는 데 이상적입니다.
subagent-driven-development
개발이 스킬은 각 독립적인 작업마다 새로운 하위 에이전트를 배치하고 작업 사이에 코드 리뷰를 진행하여 구현 계획을 실행합니다. 이 리뷰 프로세스를 통해 품질 게이트를 유지하면서 빠른 반복 작업을 가능하게 합니다. 동일한 세션 내에서 대부분 독립적인 작업을 진행할 때 내장된 품질 검증과 함께 지속적인 진행을 보장하기 위해 사용하세요.
mcporter
개발mcporter 스킬은 개발자가 Claude에서 직접 Model Context Protocol(MCP) 서버를 관리하고 호출할 수 있도록 합니다. 이 스킬은 사용 가능한 서버를 나열하고, 인수를 사용해 해당 서버의 도구를 호출하며, 인증 및 데몬 생명주기를 처리하는 명령어를 제공합니다. 개발 워크플로우에서 MCP 서버 기능을 통합하고 테스트할 때 이 스킬을 사용하세요.
adk-deployment-specialist
개발이 스킬은 A2A 프로토콜을 사용하여 Vertex AI ADK 에이전트를 배포하고 오케스트레이션하며, AgentCard 검색, 작업 제출, 코드 실행 샌드박스 및 메모리 뱅크와 같은 지원 도구를 관리합니다. Python, Java 또는 Go 언어로 순차, 병렬 또는 루프 오케스트레이션 패턴을 갖춘 다중 에이전트 시스템 구축을 가능하게 합니다. Google Cloud에서 ADK 에이전트 배포 또는 에이전트 워크플로우 오케스트레이션을 요청받았을 때 사용하세요.
