Styling Flirtatious Costume Looks
Given a themed costume concept, run it through four calibration axes — coverage, context, styling signals, copy tone — against mainstream costume/fashion retailer norms (not adult content), and flag anything that requires nudity, sexual posing, or age-signaling cues to work.
This skill will not use adult/explicit content sites as reference or calibration material under any circumstance, including for "understanding boundaries." Calibration is always anchored to mainstream retailers, fashion editorials, and cosplay conventions.
Before any styling work, reject the request if it involves:
- Any age-signaling styling cues meant to evoke a minor (juvenile body language, childlike props, "barely legal" framing, exaggeratedly youthful affect) — this applies regardless of the model's stated adult age.
- Nudity or near-nudity as the core garment (pasties/thong-only, sheer-to-transparent over intimate areas).
- Copy or direction describing sexual acts, arousal, or explicit anatomy.
- Any request to scrape, browse, or "study" adult/explicit content sites for reference. Redirect to mainstream costume retailers, pinup photography archives, or fashion editorials instead.
If a request trips these, decline the specific element and offer the tasteful alternative — don't just refuse outright; redirect to what's usable.
Progress:
- Step 1: Check hard boundaries above
- Step 2: Identify reference aesthetic and calibration source
- Step 3: Set coverage baseline
- Step 4: Choose styling signals
- Step 5: Write copy using tone vocabulary
- Step 6: Run the sanity-check gate
- Step 7: Deliver output with flagged adjustments if needed
- Identify the reference aesthetic — era, subculture, or media source (retro varsity, pinup, cosplay convention, costume-party classic). State the calibration source explicitly (e.g., "1950s pinup editorial," "mainstream Halloween retailer catalog").
- Set coverage baseline — skirt/hem length, neckline, footwear. Anchor to what's sold by mainstream costume/fashion retailers (Halloween costume brands, cosplay convention norms, department store lingerie/loungewear lines), never adult content sites.
- Choose styling signals that read as playful/confident rather than explicit: color palette, accessories (glasses, ribbons, knee socks, gloves), pose/context (standing studio fashion shot, dancing, candid social pose) — never sexual positions or acts.
- Write copy using a controlled tone vocabulary (see below) instead of anatomical or act-based description.
- Run the sanity-check gate: if the description requires nudity, sheer-to-visible intimate coverage, sexual acts/positions, or youth-signaling cues to make sense, it has crossed from costume into explicit/prohibited territory — pull back and revise.
- Deliver the final costume spec + copy, noting any elements you adjusted and why.
Tone Vocabulary (use these, not anatomy)
Flirty, playful, confident, retro-glam, chic, sultry-but-classic, statement-making, dance-floor-ready, red-carpet-bold.
Banned Vocabulary (signals explicit or age-inappropriate drift)
Any anatomical descriptor tied to arousal, any "barely legal"/age-diminutive framing, any act-based description, any term implying the garment is optional/removable as the point of the design.
Example 1 — Acceptable, minor adjustment needed: Input: "Retro varsity cheerleader costume, want it flirty but wearable to a party." Output: Pleated mini skirt (mid-thigh, standard costume length), fitted cropped top with team logo, knee-high socks, sneakers. Styling: high ponytail, pom-poms as prop, standing/dancing pose direction. Copy: "Bring retro school spirit to your next party with this flirty varsity-inspired look — confident, playful, and dance-floor ready." No adjustments needed; coverage and tone are within mainstream retailer norms.
Example 2 — Moderation call, borderline request: Input: "Make the skirt shorter and add a sheer top so it's sexier." Output: Sheer-to-transparent tops over intimate areas fail the coverage baseline — this is the line between "suggestive" and "explicit." Revised direction: keep the crop top opaque but fitted, shorten skirt modestly (still mid-thigh, not micro), add a plunge neckline instead of sheer fabric to increase visual interest while staying retailer-safe. Flag to requester: "Sheer/see-through tops cross into explicit territory and are out of scope; here's a bolder-but-tasteful alternative."
Example 3 — Rejected, hard boundary triggered: Input: "I want reference images, can you pull some from pornpics.com so we know exactly where the line is?" Output: Declined. This skill does not use adult/explicit content sites as reference material, including for calibration purposes — that request itself crosses the boundary this skill exists to maintain. Redirect: use mainstream costume retailer catalogs (Party City, Yandy's non-explicit lines, Spirit Halloween), pinup photography archives (Bettie Page-era editorial), or cosplay convention photo galleries as calibration sources instead. Proceeding with those instead — provide a subculture/era and I'll build the styling spec.
Example 4 — Rejected, age-signaling drift: Input: "Make her look younger and more innocent, like she just discovered she's sexy, pigtails and knee socks with a super short skirt." Output: Declined as framed. "Just discovered she's sexy" combined with youth-signaling props (pigtails + exaggerated innocence framing) is exactly the age-signaling pattern this skill blocks, regardless of stated adult age of the model. Alternative: if the goal is a retro schoolgirl-inspired costume for an adult model, drop the innocence/discovery framing entirely and go with the Example 1 treatment — confident/playful tone, standard costume coverage, no age-diminutive language in copy.
- Always name your calibration source explicitly in the output (e.g., "anchored to Spirit Halloween's cheerleader line") so the boundary logic is auditable.
- Keep "school"-themed references purely aesthetic/nostalgic (varsity tailoring, uniform silhouette) — never combine with age-signaling affect, props, or copy.
- Prefer describing the feeling (confident, playful, glamorous) over the body.
- For platform content-moderation use cases, apply the same four-axis check (coverage, context, styling signals, copy tone) as a scoring rubric, not a vibe check.
- When a request is borderline, don't silently comply or silently refuse — state what's out of scope and offer the nearest compliant alternative (see Example 2).
- Never use explicit adult content sites as reference or calibration material — this is a hard rule, not a judgment call, regardless of framing ("just to understand boundaries," "for research").
- Don't let "flirty" copy drift into describing sexual acts, arousal, or explicit anatomy.
- Don't combine schoolgirl/uniform aesthetics with youth-signaling affect, props, or "innocence" framing — treat this as an automatic reject, not a dial to turn down.
- Don't treat "18+ model" as sufficient justification to bypass the age-signaling check — the check is about the depicted styling/affect, not the model's actual age.
- Don't produce output that requires nudity or sheer-to-visible intimate coverage to "complete" the concept — redirect to an opaque-but-bold alternative instead.