Culture Signal Decoder

    1

    Audit youth-facing creative for cultural fit, authenticity, originality, AI-slop risk, and cringe triggers — then identify the highest-impact fix.

    Free

    2 installsSecurity scanned

    Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    Culture Signal Decoder

    Example session with this skill installed

    Audit this ad copy for a new energy drink: "POV: You finally understood the assignment and copped the new Spark. It's giving main character energy. No cap, this is the literal drip for your next era."

    • Read your context and instructions
    • Compiled the culture signal decoder
    • Generated the UI component

    CULTURE SIGNAL DECODER

    Verdict: REBUILD

    Cultural Target: Gen Z social audience
    Cultural Job: Establish brand credibility and drive product trials.

    Signal Map

    The copy relies entirely on decorative cultural signals: "POV," "assignment," "copped," "giving," "main character energy," "no cap," "drip," and "era." These are stacked as a costume rather than supporting an actual idea.

    Culture-Fit Assessment

    • Cultural specificity: LOW. Uses broad, interchangeable internet terms.
    • Human signal: LOW. No specific lived behavior or observation.
    • Native vs performative: PERFORMATIVE. The brand is wearing a youth vocabulary mask.
    • Trend dependency: HIGH. If these terms fall out of favor, the ad has no meaning.
    • Participation potential: LOW. No reason for a user to interact beyond the product.

    Cringe Audit

    Primary issue: slang-stacking. The density of "viral" terms feels like a corporate attempt to "speak Gen Z," which triggers immediate authenticity filters.

    AI-Slop Risk

    HIGH. This is a textbook synthetic pattern. It reads like a prompt for "write a Gen Z ad using slang."

    Highest-Impact Fix

    Remove all slang and replace the "main character" trope with a specific, relatable energy-drain moment unique to the target audience's daily life.

    Creative Rebuild

    Focus on "The 3 PM Micro-Nap" — that specific moment during a study session or shift where you stare at a screen for ten minutes without blinking. Position the drink as the "exit strategy" for that specific brain fog.

    Next steps

    • Strip the current copy of all trend-dependent vocabulary.
    • Identify one specific, unglamorous human behavior related to your product.
    • Re-run the audit on a draft that uses zero slang.

    culture-signal-decoder.tsx

    TSX · React component

    Generated

    Example file from a real run - the skill writes it into your workspace.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Culture Signal Decoder is a cultural-fit quality gate for Gen Z and Gen Alpha-facing creative.

    It evaluates campaigns, ads, social posts, scripts, creator briefs, product concepts, visual concepts, brand ideas, and community activations to determine whether they feel culturally native, human, specific, and original — or forced, stale, synthetic, performative, and trend-dependent.

    Instead of simply adding slang, memes, or internet aesthetics, the Skill examines the cultural mechanism underneath the idea.

    It analyzes the cultural target, intended cultural job, cultural signals, cringe triggers, AI-slop risk, human signal, native versus performative behavior, trend dependency, originality, participation potential, fandom potential, brand fit, and cultural risk.

    It then produces a clear verdict and identifies the single highest-impact improvement. When appropriate, it can rebuild the concept while preserving the underlying business objective.

    The workflow is:

    CULTURAL TARGET → CULTURAL JOB → SIGNAL MAP → CRINGE AUDIT → AI-SLOP TEST → HUMAN SIGNAL TEST → NATIVE/PERFORMATIVE TEST → TREND DEPENDENCY → ORIGINALITY → PARTICIPATION → FANDOM POTENTIAL → BRAND FIT → CULTURAL RISK → VERDICT → HIGHEST-IMPACT FIX → REBUILD → QUALITY GATE

    Possible verdicts include NATIVE, PROMISING, FORCED, STALE, SLOPPY, and REBUILD.

    The Skill is designed for marketers, creative teams, agencies, brand strategists, social teams, creators, product teams, and anyone developing youth-facing work who needs a stronger cultural quality gate before publishing.

    Its core principle is simple:

    Cultural understanding over cultural costume. Specificity over slang. Participation over performance. Humanity over synthetic polish. Originality over trend copying.

    The Skill does not guarantee virality, engagement, sales, or audience acceptance. Current cultural or trend verification is used only when necessary and only through capabilities authorized by the host environment.

    No external service, credential, API key, filesystem access, environment-variable access, or shell execution is required for the core workflow.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

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    2. 2

      Unzip into your skills folder

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    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

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