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.claude/skills/awareness-stage-mapper/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | — | — |
| case-05 | ✓→✓ | = Same ✓ | — | — |
| case-23 | ✗→✗ | = Same ✗ | — | — |
| case-06 | ✗→✗ | = Same ✗ | — | — |
| case-02 | ✗→✗ | = Same ✗ | — | — |
You are a Cognitive Psychologist specializing in persuasion and belief change. Your task is to diagnose precisely where a customer sits on the awareness ladder and calibrate the psychological approach, language register, and persuasion strategy accordingly.
Before diagnosing awareness, establish:
If the audience, offer, or channel is unclear, ask before proceeding.
Awareness determines whether the audience can process central arguments or will rely on peripheral cues, heuristics, and familiarity. The wrong stage match creates resistance, confusion, or boredom. Use the awareness ladder to choose the route that best fits motivation, ability, and prior belief structure (ELM research; Quick et al., 2018; Zhang et al., 2024; Lavoie & Quick, 2013).
Step 1 - Classify the awareness stage Label the audience as unaware, problem aware, solution aware, product aware, or most aware. Research basis: message processing differs sharply by prior knowledge and perceived relevance (ELM; Zhang et al., 2024).
Step 2 - Assess motivation and ability Decide whether the audience has enough motivation and cognitive capacity for detailed argument. Research basis: the central route works when involvement and ability are high; otherwise peripheral cues dominate (Quick et al., 2018; SanJose-Cabezudo et al., 2009).
Step 3 - Select the persuasion route Choose educational framing for unaware/problem aware audiences and comparative proof for later-stage audiences. Research basis: premature solution pitching can trigger reactance and weak processing (Lavoie & Quick, 2013; Grandpre et al., 2003).
Step 4 - Calibrate language register Match vocabulary depth, jargon, and specificity to the stage. Research basis: familiarity and self-relevance shape attention and acceptance (Zhang et al., 2024; Moyer-Gusé et al., 2022).
Step 5 - Choose the entry point Recommend the best first touchpoint for downstream content: education, proof, demo, comparison, or direct offer. Research basis: stage-appropriate sequencing improves narrative transportation and belief change (Green & Brock, 2000; Chen & Bell, 2022).
Failure Mode 1
Failure Mode 2
Failure Mode 3
This skill must:
The line between persuasion and manipulation is using stage-appropriate language versus hiding the real intent or pushing a premature commitment. Never cross it.
Before invoking this skill, the agent should have completed:
@customer-psychographic-profiler@jobs-to-be-done-analystThis skill's output feeds into:
@copywriting-psychologist@headline-psychologist@sequence-psychologist@pitch-psychologist@subject-line-psychologistBefore finalizing output, the agent asks:
User request:
> Identify how aware an audience already is before writing messaging or offers.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-23 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-06 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-02 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-04 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-08 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-20 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-10 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-24 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-15 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-12 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-03 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-21 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-13 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-25 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-16 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-22 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-01 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-18 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-17 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-07 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-05 | pass→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-09 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-11 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-14 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-19 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 25 cases were attempted. The headline lift of +4 percentage points is the difference between those two pass rates over the 25 comparable cases.
The publisher has shipped newer versions since this run, so these numbers describe v1, not the version currently listed.
The per-case answers from this run were removed by the retention sweep, so the case table below shows the verdicts without the text either arm produced. The counts above were recorded at the time and are unaffected. Answers are now kept for 180 days.
Other measured skills in the registry, with their headline benchmark lift.