Agent-almanac grade-tcg-card
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 "$T/i18n/caveman-lite/skills/grade-tcg-card" ~/.claude/skills/pjt222-agent-almanac-grade-tcg-card && rm -rf "$T"
i18n/caveman-lite/skills/grade-tcg-card/SKILL.mdGrade TCG Card
Assess and grade a trading card following professional grading standards (PSA, BGS, CGC). Uses an observation-first protocol adapted from the
meditate skill to prevent grade anchoring — the most common grading bias.
When to Use
- Evaluating a card before submission to a professional grading service
- Pre-screening a collection to identify high-grade candidates worth submitting
- Settling disputes about card condition between buyers and sellers
- Learning to grade consistently by following a structured assessment protocol
- Estimating the grade-dependent value spread for a specific card
Inputs
- Required: Card identification (set, number, name, variant/edition)
- Required: Card images or physical description (front and back)
- Required: Grading standard to apply (PSA 1-10, BGS 1-10 with subgrades, CGC 1-10)
- Optional: Known market value at different grades (for grade-value analysis)
- Optional: Card game (Pokemon, Magic: The Gathering, Flesh and Blood, Kayou)
Procedure
Step 1: Clear Bias — Observation Without Prejudgment
Adapted from
meditate Step 2-3: observe the card without anchoring to expected grade or market value.
- Set aside any knowledge of the card's market value
- Do NOT look up recent sales or population reports before grading
- If you know the card is "valuable," acknowledge that bias explicitly:
- "I know this card is worth $X in PSA 10. I am setting that aside."
- Examine the card as a physical object first, not as a collectible
- Note your initial gut impression but do NOT let it anchor the assessment
- Label any premature grade thoughts as "anchoring" and return to observation
Expected: A neutral starting state where the card is assessed purely on physical condition, not market expectations. Grade anchoring (knowing the value before grading) is the #1 source of grading inconsistency.
On failure: If bias feels sticky (a high-value card makes you want to see a 10), write down the bias explicitly. Externalizing it reduces its influence. Proceed only when you can examine the card as a physical object.
Step 2: Centering Assessment
Measure the card's print centering on both faces.
- Measure the border width on all four sides of the front face:
- Left vs. right border (horizontal centering)
- Top vs. bottom border (vertical centering)
- Express as ratio: e.g., 55/45 left-right, 60/40 top-bottom
- Repeat for the back face
- Apply the grading standard's 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 the centering score for each axis and the applicable subgrade
Expected: Numeric centering ratios for both faces with the corresponding grade/subgrade identified. This is the most objective measurement in the grading process.
On failure: If borders are too narrow to measure accurately (full-art cards, borderless prints), note "centering N/A — borderless" and skip to Step 3. Some grading services apply different standards for borderless cards.
Step 3: Surface Analysis
Examine the card's surface for defects.
- Examine the front surface under good lighting:
- Print defects: ink spots, missing ink, print lines, color inconsistency
- Surface scratches: visible under direct and angled light
- Whitening on surface: haze or clouding of the surface layer
- Indentations or impressions: dents visible under raking light
- Staining or discoloration: yellowing, water marks, chemical damage
- Examine the back surface with the same criteria
- Check for 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 visible 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
Expected: A detailed surface inventory with each defect located, described, and severity-rated. Factory vs. handling defects distinguished.
On failure: If images are too low-resolution for surface analysis, note the limitation and provide a grade range rather than a point grade. Recommend physical inspection.
Step 4: Edge and Corner Evaluation
Assess the card's edges and corners for wear.
- Examine all four edges:
- Whitening: white spots or lines along colored edges (the most common defect)
- Chipping: small pieces of the edge layer missing
- Roughness: edge feels uneven or has micro-tears
- Foil separation: on holofoil cards, check for delamination at edges
- Examine all four corners:
- Sharpness: corner tip is crisp and pointed
- Rounding: corner tip is worn to a curve (slight, moderate, heavy)
- Splitting: layer separation visible at corner (dings)
- Bending: corner turned or creased
- Rate edge and corner condition using the same scale as surface
- Note which specific corners/edges have the worst condition
Expected: Per-edge and per-corner condition assessment. The worst individual corner/edge typically limits the overall grade.
On failure: If the card is in a sleeve or toploader that obscures edges, note which areas couldn't be fully assessed.
Step 5: Assign Final Grade
Combine sub-assessments into the final grade.
- For PSA grading (single number 1-10):
- The final grade is limited by the weakest sub-assessment
- A card with perfect surface but 65/35 centering caps at PSA 8
- Apply the "lowest limits" principle, then adjust up if other areas are exceptional
- For BGS grading (four subgrades → overall):
- Assign subgrades: Centering, Edges, Corners, Surface (each 1-10 in 0.5 steps)
- Overall = weighted average, but the lowest subgrade limits the overall
- BGS 10 Pristine requires all four subgrades at 10
- BGS 9.5 Gem Mint requires average of 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's proprietary weighting
- State the final grade with confidence:
- "PSA 8 (confident)" — clear grade, unlikely to be higher or lower
- "PSA 8-9 (borderline)" — could go either way at the grading service
- "PSA 7-8 (uncertain)" — limited assessment data
Expected: A final grade with confidence level. For BGS, all four subgrades reported. The grade is supported by evidence from Steps 2-4.
On failure: If the assessment is inconclusive (e.g., can't tell if a surface mark is a scratch or dirt), provide a grade range and recommend professional grading. Never assign a confident grade with insufficient data.
Validation Checklist
- 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 and 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)
Common Pitfalls
- Grade anchoring: Knowing a card's value before grading biases the assessment toward the "hoped-for" grade. Always assess physically first
- Ignoring the back: The back surface and back centering count. Many graders over-focus on the front
- Confusing factory with handling defects: A factory print line is different from a scratch, but both affect the grade
- Over-grading holofoils: Holographic and foil cards hide surface scratches until viewed at the right angle. Use multiple light angles
- Centering optical illusions: Art placement can make centering appear better or worse than it is. Measure the borders, not the art
Related Skills
— Deck building where card condition affects tournament legalitybuild-tcg-deck
— Collection management with grade-based valuationmanage-tcg-collection
— Source of the observation-without-prejudgment technique adapted for grading bias preventionmeditate