정보
이 스킬은 PSA, BGS 또는 CGC 기준을 적용하여 카드의 중심 배치, 표면, 모서리, 코너를 분석해 프로그램 방식으로 트레이딩 카드의 등급을 매깁니다. 여러 카드 게임을 지원하며, 제출 전 사전 검토, 컬렉션 평가, 상태 분쟁 해결을 위해 설계되었습니다. 평가 과정은 관찰을 우선으로 진행되며, 신뢰 구간을 포함한 최종 등급을 제공합니다.
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/grade-tcg-cardClaude Code에서 이 명령을 복사하여 붙여넣어 스킬을 설치하세요
문서
Grade TCG Card
Assess + grade trading card, professional grading standards (PSA, BGS, CGC). Observation-first protocol from meditate skill prevents grade anchoring — most common grading bias.
When Use
- Evaluate card before professional grading service submission
- Pre-screen collection for high-grade candidates worth submitting
- Settle disputes about card condition between buyers + sellers
- Learn to grade consistent with structured assessment protocol
- Estimate grade-dependent value spread for specific card
Inputs
- Required: Card identification (set, number, name, variant/edition)
- Required: Card images or physical description (front + back)
- Required: Grading standard to apply (PSA 1-10, BGS 1-10 with subgrades, CGC 1-10)
- Optional: Known market value at different grades (grade-value analysis)
- Optional: Card game (Pokemon, Magic: The Gathering, Flesh and Blood, Kayou)
Steps
Step 1: Clear Bias — Observation Without Prejudgment
From meditate Step 2-3: observe card without anchoring to expected grade or market value.
- Set aside any knowledge of card market value
- Do NOT look up recent sales or population reports before grading
- Know card is "valuable"? Acknowledge bias explicit:
- "I know this card is worth $X in PSA 10. I am setting that aside."
- Examine card as physical object first, not collectible
- Note initial gut impression but do NOT let it anchor assessment
- Label premature grade thoughts as "anchoring", return to observation
Got: Neutral starting state. Card assessed purely on physical condition, not market expectations. Grade anchoring (knowing value before grading) = #1 source of grading inconsistency.
If fail: Bias sticky (high-value card makes you want to see 10)? Write bias down explicit. Externalizing reduces influence. Proceed only when can examine card as physical object.
Step 2: Centering Assessment
Measure card print centering on both faces.
- Measure border width all four sides of front face:
- Left vs right border (horizontal centering)
- Top vs bottom border (vertical centering)
- Express as ratio: 55/45 left-right, 60/40 top-bottom
- Repeat for back face
- Apply grading standard centering thresholds:
PSA Centering Thresholds:
+-------+-------------------+-------------------+
| Grade | Front (max) | Back (max) |
+-------+-------------------+-------------------+
| 10 | 55/45 or better | 75/25 or better |
| 9 | 60/40 or better | 90/10 or better |
| 8 | 65/35 or better | 90/10 or better |
| 7 | 70/30 or better | 90/10 or better |
+-------+-------------------+-------------------+
BGS Centering Subgrade:
+------+-------------------+-------------------+
| Sub | Front (max) | Back (max) |
+------+-------------------+-------------------+
| 10 | 50/50 perfect | 50/50 perfect |
| 9.5 | 55/45 or better | 60/40 or better |
| 9 | 60/40 or better | 65/35 or better |
| 8.5 | 65/35 or better | 70/30 or better |
+------+-------------------+-------------------+
- Record centering score each axis + applicable subgrade
Got: Numeric centering ratios for both faces with corresponding grade/subgrade identified. Most objective measurement in grading process.
If fail: Borders too narrow to measure (full-art, borderless prints)? Note "centering N/A — borderless", skip to Step 3. Some grading services apply different standards for borderless cards.
Step 3: Surface Analysis
Examine card surface for defects.
- Examine front surface under good lighting:
- Print defects: ink spots, missing ink, print lines, color inconsistency
- Surface scratches: visible under direct + angled light
- Whitening on surface: haze or clouding of surface layer
- Indentations or impressions: dents visible under raking light
- Staining or discoloration: yellowing, water marks, chemical damage
- Examine back surface same criteria
- Check factory defects vs handling damage:
- Factory: print lines, miscut, crimping — may be less penalized
- Handling: scratches, dents, stains — always penalized
- Rate surface condition:
- Pristine (10): flawless under magnification
- Near-pristine (9-9.5): minor imperfections only under magnification
- Excellent (8-8.5): minor wear visible to naked eye
- Good (6-7): moderate wear, multiple minor defects
- Fair or below (1-5): significant damage visible
Got: Detailed surface inventory with each defect located, described, severity-rated. Factory vs handling defects distinguished.
If fail: Images too low-resolution for surface analysis? Note limitation, provide grade range not point grade. Recommend physical inspection.
Step 4: Edge + Corner Evaluation
Assess card edges + corners for wear.
- Examine all four edges:
- Whitening: white spots or lines along colored edges (most common defect)
- Chipping: small pieces of edge layer missing
- Roughness: edge feels uneven or has micro-tears
- Foil separation: on holofoil cards, check delamination at edges
- Examine all four corners:
- Sharpness: corner tip crisp + pointed
- Rounding: corner tip worn to curve (slight, moderate, heavy)
- Splitting: layer separation visible at corner (dings)
- Bending: corner turned or creased
- Rate edge + corner condition same scale as surface
- Note which specific corners/edges have worst condition
Got: Per-edge + per-corner condition assessment. Worst individual corner/edge typically limits overall grade.
If fail: Card in sleeve or toploader obscures edges? Note which areas couldn't be fully assessed.
Step 5: Assign Final Grade
Combine sub-assessments into final grade.
- For PSA grading (single number 1-10):
- Final grade limited by weakest sub-assessment
- Card with perfect surface but 65/35 centering caps at PSA 8
- Apply "lowest limits" principle, adjust up if other areas exceptional
- For BGS grading (four subgrades → overall):
- Assign subgrades: Centering, Edges, Corners, Surface (each 1-10 in 0.5 steps)
- Overall = weighted average, but lowest subgrade limits overall
- BGS 10 Pristine needs all four subgrades at 10
- BGS 9.5 Gem Mint needs average 9.5+ with no subgrade below 9
- For CGC grading (similar to PSA with subgrades on label):
- Assign Centering, Surface, Edges, Corners
- Overall follows CGC proprietary weighting
- State final grade with confidence:
- "PSA 8 (confident)" — clear grade, unlikely higher or lower
- "PSA 8-9 (borderline)" — could go either way at grading service
- "PSA 7-8 (uncertain)" — limited assessment data
Got: Final grade with confidence level. BGS → all four subgrades reported. Grade supported by evidence from Steps 2-4.
If fail: Assessment inconclusive (can't tell if surface mark scratch or dirt)? Provide grade range, recommend professional grading. Never assign confident grade with insufficient data.
Checks
- Bias check completed before grading (no grade anchoring)
- Centering measured on both faces with ratios recorded
- Surface examined for scratches, print defects, staining, indentations
- All four edges + corners individually assessed
- Factory vs handling defects distinguished
- Final grade supported by evidence from each sub-assessment
- Confidence level stated (confident, borderline, uncertain)
- Grading standard correctly applied (PSA/BGS/CGC thresholds)
Pitfalls
- Grade anchoring: Knowing card value before grading biases toward "hoped-for" grade. Always assess physically first
- Ignoring the back: Back surface + back centering count. Many graders over-focus on front
- Confusing factory with handling defects: Factory print line different from scratch, but both affect grade
- Over-grading holofoils: Holographic + foil cards hide surface scratches until viewed at right angle. Use multiple light angles
- Centering optical illusions: Art placement can make centering appear better or worse than is. Measure borders, not art
See Also
build-tcg-deck— Deck building where card condition affects tournament legalitymanage-tcg-collection— Collection management with grade-based valuationmeditate— Source of observation-without-prejudgment technique adapted for grading bias prevention
GitHub 저장소
Frequently asked questions
What is the grade-tcg-card skill?
grade-tcg-card is a Claude Skill by pjt222. Skills package instructions and resources that Claude loads on demand, so Claude can perform grade-tcg-card-related tasks without extra prompting.
How do I install grade-tcg-card?
Use the install commands on this page: add grade-tcg-card to Claude Code as a plugin, or clone its repository into your skills directory, then restart Claude so it picks up the skill.
What category does grade-tcg-card belong to?
grade-tcg-card is in the Other category, tagged general.
Is grade-tcg-card free to use?
Yes. grade-tcg-card is listed on AIMCP and free to install. It runs inside Claude, so no separate service account is required to use the skill itself.
연관 스킬
LlamaGuard는 폭력 및 혐오 발언 등 6가지 안전 범주에서 LLM 입력과 출력을 조정하기 위한 Meta의 70-80억 파라미터 모델입니다. 94-95% 정확도를 제공하며 vLLM, Hugging Face 또는 Amazon SageMaker를 사용해 배포할 수 있습니다. 이 기술을 사용하여 AI 애플리케이션에 콘텐츠 필터링 및 안전 가드레일을 손쉽게 통합하세요.
이 Claude Skill은 리소스 적정화, 태깅 전략, 지출 분석을 통해 개발자들이 클라우드 비용을 최적화할 수 있도록 지원합니다. AWS, Azure, GCP에서 클라우드 비용을 절감하고 비용 거버넌스를 구현하기 위한 프레임워크를 제공합니다. 인프라 비용을 분석하거나, 리소스를 적정화하거나, 예산 제약을 충족해야 할 때 사용하세요.
이 Claude Skill은 스프레드, 오버/언더, 프로프 베트를 포함한 스포츠 베팅 시장을 분석합니다. 역사적 추이와 상황별 통계를 검토하여 가치 베트를 발견하고, 교육적 목적으로 실행 가능한 권장 사항이 담긴 구조화된 마크다운 결과를 제공합니다. 개발자는 이 기능을 스포츠 베팅 분석 도구에 활용할 수 있으며, 단순히 엔터테인먼트/교육 목적으로만 설계되었음을 유의해야 합니다.
이 스킬은 bitsandbytes를 사용하여 LLM을 8비트 또는 4비트 정밀도로 양자화하며, 최소한의 정확도 손실로 50-75%의 메모리 감소를 달성합니다. 제한된 GPU 메모리에서 더 큰 모델을 실행하거나 추론을 가속화하는 데 이상적이며, INT8, NF4, FP4와 같은 형식을 지원합니다. 이 스킬은 HuggingFace Transformers와 통합되어 QLoRA 학습 및 8비트 옵티마이저를 가능하게 합니다.
