From grimoire
Evaluates garment fabric and construction quality against ASTM/AATCC/ISO standards, including fiber inspection, pilling test, colorfastness check, and seam strength assessment.
How this skill is triggered — by the user, by Claude, or both
Slash command
/grimoire:audit-textile-qualityThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Assess garment fabric and construction against industry testing standards to predict durability, comfort, and value before purchase or during wardrobe review.
Assess garment fabric and construction against industry testing standards to predict durability, comfort, and value before purchase or during wardrobe review.
Adopted by: Textile quality control professionals; fashion buyers (retail and wholesale); sustainable fashion researchers; ASTM and ISO certified testing labs Impact: ASTM D5034 (grab tensile strength) correlates with garment lifespan — fabrics meeting the 50-lb minimum threshold last 3–5x longer than substandard equivalents; proper colorfastness assessment (ISO 105) predicts whether a garment will fade within 10 wash cycles; construction quality inspection reduces return rates by 25–40% in retail contexts Why best: Standardized physical tests remove subjectivity — measurable properties (thread count, seam strength, colorfastness grade) predict performance independent of brand marketing
Sources: ASTM International D1683 (seam strength), D5034 (tensile strength); AATCC colorfastness and pilling standards; ISO 105 series colorfastness
Read the care label — identify fiber content (natural, synthetic, blend), care requirements, and country of manufacture. High-maintenance care requirements (dry clean only, hand wash) increase lifetime cost; note for CPW calculation.
Assess fiber quality — natural fibers: inspect for uniformity and hand feel. Quality indicators: cotton (tight, even weave; no loose surface fibers); wool (soft, springy, no scratching against sensitive skin); linen (even yarn thickness); silk (smooth, cool, consistent sheen). Synthetic blends below 30% synthetic content generally behave like the primary natural fiber.
Inspect weave or knit structure — hold fabric to light. Even, dense weave = quality. Gaps, uneven spacing, or visible warp/weft separation = weak structure. For knits: stretch and release — should return to shape fully with no distortion.
Perform the pilling test — rub fabric against itself with moderate pressure for 10 seconds. Surface fuzzing or pilling at this stage indicates low-twist yarn or short-staple fibers — the garment will pill within 5–10 washes. AATCC Method 93 rates pilling 1 (severe) to 5 (none); quality garments should score 4–5.
Check colorfastness — wet a white cloth with water, rub on a hidden seam area for 5 seconds. Color transfer indicates poor dye fixation — the garment will bleed in the wash and fade rapidly. ISO 105 Grade 4–5 (minimal transfer) is acceptable; Grade 1–2 (heavy transfer) is a red flag.
Examine seam construction — turn the garment inside out. Quality indicators: seam allowance ≥1.5 cm; overlocked or French seams on stress points; no exposed raw edges. ASTM D1683 minimum seam breaking strength: 15 lbf for light fabrics, 22 lbf for heavy. Pull gently on seams at the underarm and crotch — no separation or puckering should occur.
Inspect stress points — examine buttons (shanked, not flat-sewn), buttonholes (bartacked at ends), zippers (YKK or equivalent metal tooth preferred over plastic coil for heavy-use items), and pocket attachment (bartacked at corners).
Assess pattern matching — at seams, stripes, plaids, and prints should align within 3mm at visible seams (center front, side seams). Misalignment indicates low quality control and often correlates with other construction shortcuts.
Check for shape retention — press the fabric flat, release, and observe recovery. Quality wovens spring back fully; quality knits return to original dimensions. Permanent creasing or bagging indicates low fiber quality or poor fabric finishing.
Score and decide — assign pass/fail to each of: fiber quality, weave integrity, pilling resistance, colorfastness, seam construction, stress points, pattern matching, shape retention. Items failing 3+ criteria are poor quality regardless of price or brand. Document findings for audit records.
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