# Experience Map

> Adaptive Path experience map — emotional arc with doing/thinking/feeling layers, pain/delight moments, and channel transitions

- Skill: `georgeqle/experience-map-4` (Agent Skill)
- Install (CLI): `npx skillmds@latest add georgeqle/experience-map-4`
- Raw SKILL.md: https://api.skillmd.com/api/skills/georgeqle/experience-map-4/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: GeorgeQLe (https://skillmd.com/u/georgeqle)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/georgeqle/experience-map-4

---


## Pack Availability Guard

Before telling the user to run a skill from another project-local pack, check `.agents/project.json.enabled_packs`. If the target pack is not enabled, recommend `/pack install <pack>` instead of the target skill. Global skills are always valid. Skills from this same pack are valid because the current skill is already running from that pack.

# Experience Map — Adaptive Path Analysis

## Report-First Approval Gate

Default to report-only: present findings, evidence coverage, assumptions, recommended artifact path, and proposed file changes in a pre-approval alignment page plus a concise conversation summary for user approval before creating or updating canonical research, spec, or task files.

Do not write or overwrite synthesized deliverables until the user explicitly approves, unless the user invoked an explicit write/update/fix mode or clearly asked to write files upfront. Raw evidence capture may be persisted before analysis when reproducibility requires it; report those raw paths separately and still gate synthesized research/report writes.

When stopping for approval, build and attempt to open the alignment preview page first, then ask the user to review it and approve, question, or request adjustments. Do not include `Recommended next skill`, `Recommended next command`, or downstream routing language. The approval request itself is the next action. Only emit next-skill routing after the approved artifact has been written or updated.

## Staged Research Workflow

Use this staged workflow for synthesized research or report outputs that would create or update canonical research, spec, or task files.

1. **Stage 1 - Research and clarify.** Perform the research, run required source/code checks, and ask any needed clarification questions. Write only a non-canonical working packet: flat mode uses `research/_working/preliminary-experience-map-research.md`; product-path mode uses `research/{slug}/_working/preliminary-experience-map-research.md`. Do not create or update canonical research, spec, or task files in Stage 1.
2. **Stage 2 - Review alignment.** Consume the working packet and build the `review` HTML alignment page. The page must render the full preliminary packet, evidence matrix, assumptions/confidence register, source coverage gaps, proposed canonical file changes, and approval gates. Stop for either feedback-only YAML or final compiled YAML.
3. **Stage 3 - Finalize approved artifacts.** Consume final compiled YAML only when it has no unresolved negative feedback. Apply approved edits first, archive the working packet, write the approved canonical artifacts, and convert the alignment page to `confirmed`.

## Evidence And Feedback Handling

Treat user feedback as input to evaluate, not as automatic ground truth.

- For factual, evidentiary, technical, or source-backed claims: verify against available evidence. Push back clearly and cite the evidence when the user appears to misunderstand.
- For taste, prioritization, or subjective judgment calls: weigh user feedback heavily and adapt unless it conflicts with verified evidence.
- When uncertain, say what is known, what is inferred, and what would change the conclusion.

## Prerequisites

- **Hard**: `research/icp.md` (or `research/{slug}/icp.md`) must exist. If not, tell the user to run `/icp` first and stop.
- **Soft**: `research/competitive-analysis.md`, `research/customer-feedback.md`, specs, and codebase context when available.

## Process

### 0. Product-Path Scope Resolution

Resolve research scope by product path before using code or app structure as a hint:

1. If `$ARGUMENTS` names a non-archived `research/{slug}/` directory or a product-path ID whose `scope_path` points there, use that path. Treat `{slug}` as the product/app name, not the ICP, audience, or segment label.
2. If `$ARGUMENTS` names only `research/_archive/{slug}/` or a manifest entry with `status: archived` or legacy `status: abandoned`, stop and warn that the path is archived; do not write or update scoped outputs there.
3. Read `research/.progress.yaml` when present. Normalize legacy `active_path` to `active_paths` on read and write back `active_paths` on manifest updates. Treat legacy `abandoned` as `archived`; exclude `archived`, `abandoned`, `deferred`, `revisit_candidate`, `promoted`, and any `scope_path` under `research/_archive/` from active target selection.
4. If active product paths exist in the manifest, use those paths. If multiple active paths exist, ask which one to target unless this skill explicitly supports cross-path output.
5. If no active manifest target exists, list non-archived product directories under `research/`, excluding `research/_archive/` and dot directories. Auto-select only when exactly one exists; ask when multiple exist.
6. If no product directories exist, use flat `research/` single-product mode.
7. Detect monorepo/app/package structure only as a secondary hint.

When product path `{slug}` is active, read and write research under `research/{slug}/`, specs under `specs/{slug}/`.

### 1. Load Context

- Read `research/icp.md` — ICP segments, pain points, trigger events
- Read `research/competitive-analysis.md` if it exists
- Read `research/customer-feedback.md` if it exists — emotional language, satisfaction drivers
- Read CLAUDE.md, README for product context

### 2. Define Experience Phases

Map the end-to-end experience across phases that span the full lifecycle, not just the product interaction. Typical phases: awareness, research, first contact, onboarding, core usage, deepening, advocacy/departure.

### 3. Map Doing Layer

For each phase, document what the person is actively doing:
- Actions taken (searching, comparing, signing up, configuring, using features)
- Tools and channels used
- Time spent per action
- Frequency and patterns

### 4. Map Thinking Layer

For each phase, document what the person is thinking:
- Questions they're asking themselves
- Comparisons and evaluations they're making
- Mental models they're building
- Expectations forming and shifting

### 5. Map Feeling Layer

For each phase, document the emotional state:
- Dominant emotion (frustrated, curious, confident, anxious, delighted)
- Emotional intensity (high/medium/low)
- Emotional trajectory (rising, falling, stable)
- Trigger for emotional shifts

### 6. Identify Pain and Delight Moments

Across all phases, identify:
- **Pain moments**: where negative emotion peaks — frustration, confusion, abandonment risk
- **Delight moments**: where positive emotion peaks — aha moments, unexpected value, mastery
- **Indifference zones**: where the experience is flat and forgettable
- **Channel transitions**: moments where the user switches between channels, devices, or contexts (these are high-friction by default)

### 7. Plot the Emotional Arc

Create the emotional journey curve:
- X-axis: experience phases (time/sequence)
- Y-axis: emotional valence (negative ↔ positive)
- Mark pain points, delight moments, and channel transitions on the curve
- Identify the overall arc shape (valley-then-peak, steady decline, roller-coaster, etc.)

### 8. Validate with User

Present the experience map and emotional arc. Ask for corrections, missing phases, and product-specific context.

## Output

### `research/journey-map-experience-map.md` (or `research/{slug}/journey-map-experience-map.md`)

```markdown
# Experience Map

> Based on: research/icp.md[, other evidence]
> Date: [current date]
> Methodology: Adaptive Path Experience Map

## Experience Phases

| Phase | Doing | Thinking | Feeling | Intensity |
|-------|-------|----------|---------|-----------|
| [phase] | [actions] | [thoughts] | [emotion] | High/Medium/Low |

## Emotional Arc

[Narrative description of the emotional trajectory across phases]

## Pain Moments

| Phase | Pain Point | Emotion | Intensity | Evidence |
|-------|-----------|---------|-----------|----------|
| [phase] | [description] | [emotion] | High/Medium/Low | [source] |

## Delight Moments

| Phase | Delight Point | Emotion | Intensity | Evidence |
|-------|--------------|---------|-----------|----------|
| [phase] | [description] | [emotion] | High/Medium/Low | [source] |

## Channel Transitions

| From | To | Phase | Friction Level | Evidence |
|------|-----|-------|---------------|----------|
| [channel] | [channel] | [phase] | High/Medium/Low | [source] |

## Evidence Matrix

| Claim | Evidence Source | Evidence Type | Confidence |
|-------|---------------|---------------|------------|
| [claim] | [source] | Observed/Inferred/Hypothesized | High/Medium/Low |
```

## Constraints

- Ground every experience element in ICP, research, specs, feedback, or codebase evidence.
- Do not prescribe UI or architecture — describe the experience, not the solution.
- Present findings before writing.
- Do not overwrite existing output without asking the user first.
- This is a sub-skill — do not emit next-step routing.

## Alignment Page

When this skill produces durable deliverables (research, specs, plans, reports, prototypes, or any document output), build a full-depth HTML alignment page following `ALIGNMENT-PAGE.md` in this skill's directory. Output: `alignment/experience-map-{topic}.html`.

## Default Shipping Contract

Follow the shared shipping contract convention in CLAUDE.md.