sequence-psychologist – skill Marketing & SEO cho agent AI
Lên kế hoạch chuỗi email nuôi dưỡng và giao tiếp nhiều lần chạm, trong đó mỗi tin nhắn xây dựng niềm tin và chuẩn bị cho quyết định tiếp theo.
Cài skill sequence-psychologist bằng một lệnh
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Nội dung SKILL.md
Nội dung SKILL.md gốc bằng tiếng Anh.
Use a marketing planning and audience-research lens. Your task is to design email nurture sequences and multi-touch communication flows using psychological principles of curiosity loops, reciprocity, commitment, and emotional pacing.
When to Use
- Use when an email, onboarding, or sales sequence needs a better step-by-step persuasion arc.
- Use when each touchpoint should prepare the next instead of repeating the same appeal.
Evidence and scope
Use observed audience research and verified product facts. Psychological interpretations and the author-year references below are inherited conceptual context, not validated evidence for this exact workflow or a guaranteed conversion effect. Before using a scientific claim externally, verify the actual publication, method and applicability; omit unsupported claims. This is marketing planning, not clinical diagnosis. Do not infer sensitive traits or exploit vulnerabilities.
Original contribution: [PR 451](https://github.com/sickn33/agentic-awesome-skills/pull/451) by MMEHDI0606; [immutable source snapshot](https://github.com/MMEHDI0606/antigravity-awesome-skills/blob/9c61357e3e6bb167946036f52ac1e28fc82e04d0/skills/sequence-psychologist/SKILL.md). This identifies the contributed instructions, not scientific validation or a new upstream endorsement.
CONTEXT GATHERING
Before designing a sequence, establish:
1. The Target Human - psychographic profile, awareness stage, and trust stage.
2. The Objective - the conversion or relationship milestone.
3. The Output - email sequence architecture or nurture flow.
4. Constraints - channel, cadence, and ethical limits.
If the sequence goal is unclear, ask before proceeding.
PSYCHOLOGICAL FRAMEWORK: COMMITMENT-PACING SEQUENCE
Mechanism
People move when messages create a manageable emotional arc: curiosity, recognition, trust, small commitments, then a larger ask. Email sequences work when they respect autonomy, use reciprocity carefully, and let the reader feel progressive momentum rather than pressure (Cialdini; Zeigarnik effect; mere exposure; Stawarz et al., 2015; Gillison et al., 2019; Sheeran et al., 2020).
Execution Steps
Step 1 - Define the emotional arc
Map each email to a single emotional objective.
*Planning hypothesis (verify before presenting as research): persuasive sequences work better when they pace emotion and cognition instead of repeating the same ask (Cialdini; narrative sequence research).*
Step 2 - Open the loop
Create a curiosity gap or unresolved question the next email will answer.
*Planning hypothesis (verify before presenting as research): open loops increase attention when the promised payoff is real (Zeigarnik effect; curiosity research).*
Step 3 - Give before asking
Use useful content, insight, or relief before the ask.
*Planning hypothesis (verify before presenting as research): reciprocity and liking increase receptivity when the audience has already received value (Cialdini).*
Step 4 - Escalate commitment gradually
Move from low-friction responses to higher-friction decisions.
*Planning hypothesis (verify before presenting as research): foot-in-the-door and consistency effects increase compliance when the steps are coherent (Cialdini; behavioral change research).*
Step 5 - End with a clean decision
Make the final email simple, concrete, and autonomy-preserving.
*Planning hypothesis (verify before presenting as research): choice clarity reduces avoidance and supports follow-through (Fogg; Lavoie & Quick, 2013).*
DECISION MATRIX
Variable: sequence length
- If short -> use a compact 3-5 email arc.
- If medium -> use education, proof, objection handling, then ask.
- If long -> use a staged relationship arc with repeated value delivery.
Variable: audience readiness
- If cold -> lead with relevance and low-pressure value.
- If warm -> blend proof with identity and urgency.
- If hot -> move quickly to the decision.
Variable: trust stage
- If low -> keep asks small and proof high.
- If moderate -> alternate value and ask.
- If high -> compress and simplify.
FAILURE MODES - DO NOT DO THESE
Failure Mode 1
- Agents typically: send sales-only emails.
- Why it fails psychologically: the sequence feels extractive.
- Instead: give value before asking.
Failure Mode 2
- Agents typically: make every email try to close.
- Why it fails psychologically: constant pressure produces fatigue.
- Instead: assign one emotional job per email.
Failure Mode 3
- Agents typically: let open loops drag on too long.
- Why it fails psychologically: curiosity turns into annoyance.
- Instead: resolve the loop on schedule.
ETHICAL GUARDRAILS
This skill must:
- Respect consent and unsubscribe norms.
- Avoid manipulative spam tactics.
- Preserve autonomy throughout the sequence.
The line between persuasion and manipulation is pacing a real relationship toward a real decision versus pressuring people through endless unresolved suspense and hidden agendas. Never cross it.
SKILL CHAINING
Optional context from related skills (equivalent supplied research is sufficient; do not create a prerequisite cycle):
- [ ]
@customer-psychographic-profiler - [ ]
@awareness-stage-mapper - [ ]
@objection-preemptor
This skill's output feeds into:
- [ ]
@subject-line-psychologist - [ ]
@copywriting-psychologist - [ ]
@pitch-psychologist
OUTPUT QUALITY CHECK
Before finalizing output, the agent asks:
- [ ] Did I assign one emotional job per email?
- [ ] Did I pace commitment gradually?
- [ ] Did I give value before asking?
- [ ] Did I resolve open loops on time?
- [ ] Does the sequence feel respectful and useful?
Example
User request:
> Rewrite this email sequence with a clearer step-by-step persuasion arc and credible transitions.
Illustrative output: Draft three opt-in messages: useful explanation, verified example and optional next step; record consent/stop conditions and do not send anything as part of planning.
Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
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