work-intake

Every work request flows through intake. This skill determines scope, gathers requirements, and routes to the appropriate workflow.

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Install skill "work-intake" with this command: npx skills add nicepkg/ai-workflow/nicepkg-ai-workflow-work-intake

Work Intake

Overview

Every work request flows through intake. This skill determines scope, gathers requirements, and routes to the appropriate workflow.

Core principle: No work is too small to track, no work is too large to decompose.

Announce at start: "I'm using work-intake to understand and scope this request before beginning."

The Intake Flow

┌─────────────────────────────────────────────────────────────────────┐ │ REQUEST RECEIVED │ └─────────────────────────────┬───────────────────────────────────────┘ │ ▼ ┌─────────────────────────────────────────────────────────────────────┐ │ STEP 0: PROJECT BOARD READINESS (GATE) │ │ Is GITHUB_PROJECT_NUM set? │ │ Is project board accessible? │ │ Are required fields configured? │ └─────────────────────────────┬───────────────────────────────────────┘ │ ▼ ┌─────────────────────────────────────────────────────────────────────┐ │ CLARIFYING QUESTIONS │ │ What is the user trying to achieve? │ │ What does success look like? │ │ What constraints exist? │ └─────────────────────────────┬───────────────────────────────────────┘ │ ▼ ┌─────────────────────────────────────────────────────────────────────┐ │ SCOPE ASSESSMENT │ │ How much investigation is needed? │ │ How many deliverables? │ │ How many unknowns? │ └─────────────────────────────┬───────────────────────────────────────┘ │ ┌───────────────┼───────────────┬───────────────┐ ▼ ▼ ▼ ▼ ┌────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ │TRIVIAL │ │ SMALL │ │ LARGE │ │ MASSIVE │ │ │ │ │ │ │ │ │ │1 issue │ │1-3 issues│ │1 epic │ │Initiative│ │no unkn.│ │few unkn. │ │research │ │multi-epic│ └───┬────┘ └────┬─────┘ └────┬─────┘ └────┬─────┘ │ │ │ │ ▼ ▼ ▼ ▼ issue-prerequisite issue-prerequisite epic-management initiative- + project-board- + decomposition + research spikes architecture enforcement + project-board- + project-board- + project-board- enforcement enforcement enforcement

Step 0: Project Board Readiness (GATE)

Before any work intake, verify project board infrastructure is ready.

This is a gate. Do not proceed to clarifying questions until this passes.

Derive defaults from GITHUB_PROJECT if provided

if [ -z "$GITHUB_PROJECT_NUM" ] && [ -n "$GITHUB_PROJECT" ]; then NUM_CANDIDATE=$(echo "$GITHUB_PROJECT" | sed -E 's#./projects/([0-9]+).#\1#') if [ -n "$NUM_CANDIDATE" ] && [ "$NUM_CANDIDATE" != "$GITHUB_PROJECT" ]; then export GITHUB_PROJECT_NUM="$NUM_CANDIDATE" echo "Derived GITHUB_PROJECT_NUM=$GITHUB_PROJECT_NUM from GITHUB_PROJECT" fi fi

if [ -z "$GH_PROJECT_OWNER" ] && [ -n "$GITHUB_OWNER" ]; then export GH_PROJECT_OWNER="$GITHUB_OWNER" echo "Derived GH_PROJECT_OWNER=$GH_PROJECT_OWNER from GITHUB_OWNER" fi

if [ -z "$GH_PROJECT_OWNER" ] && [ -n "$GITHUB_PROJECT" ]; then OWNER_CANDIDATE=$(echo "$GITHUB_PROJECT" | sed -E 's#https://github.com/(orgs|users)/([^/]+)/projects/[0-9]+#\2#') if [ -n "$OWNER_CANDIDATE" ] && [ "$OWNER_CANDIDATE" != "$GITHUB_PROJECT" ]; then export GH_PROJECT_OWNER="$OWNER_CANDIDATE" echo "Derived GH_PROJECT_OWNER=$GH_PROJECT_OWNER from GITHUB_PROJECT" fi fi

if [ -z "$GH_PROJECT_OWNER" ]; then REMOTE_URL=$(git remote get-url origin 2>/dev/null || true) OWNER_CANDIDATE=$(echo "$REMOTE_URL" | sed -E 's#(git@|https://)github.com[:/]+([^/]+)/[^/]+(.git)?#\2#') if [ -n "$OWNER_CANDIDATE" ] && [ "$OWNER_CANDIDATE" != "$REMOTE_URL" ]; then export GH_PROJECT_OWNER="$OWNER_CANDIDATE" echo "Derived GH_PROJECT_OWNER=$GH_PROJECT_OWNER from git remote" fi fi

Verify environment variables are set

if [ -z "$GITHUB_PROJECT_NUM" ]; then echo "BLOCKED: GITHUB_PROJECT_NUM not set" echo "Set with: export GITHUB_PROJECT_NUM=<number>" exit 1 fi

if [ -z "$GH_PROJECT_OWNER" ]; then echo "BLOCKED: GH_PROJECT_OWNER not set" echo "Set with: export GH_PROJECT_OWNER=@me # or org name" exit 1 fi

Verify project is accessible

if ! gh project view "$GITHUB_PROJECT_NUM" --owner "$GH_PROJECT_OWNER" --format json > /dev/null 2>&1; then echo "BLOCKED: Cannot access project $GITHUB_PROJECT_NUM" echo "Verify project exists and you have access" exit 1 fi

Verify required fields exist

FIELDS=$(gh project field-list "$GITHUB_PROJECT_NUM" --owner "$GH_PROJECT_OWNER" --format json | jq -r '.fields[].name')

for required in "Status" "Priority"; do if ! echo "$FIELDS" | grep -q "^$required$"; then echo "WARNING: Required field '$required' not found in project" echo "Consider adding this field for full tracking support" fi done if ! echo "$FIELDS" | grep -q "^Type$" && ! echo "$FIELDS" | grep -q "^Issue Type$"; then echo "WARNING: Required field 'Type' (or 'Issue Type') not found in project" echo "Consider adding this field for full tracking support" fi

echo "Project board ready: $GITHUB_PROJECT_NUM"

If gate fails:

  • Configure missing environment variables

  • Create project board if needed

  • Add required fields (Status, Type, Priority)

  • Re-run readiness check

Skill: project-board-enforcement

Step 1: Clarifying Questions

Before scoping, understand the request.

Do not ask questions that can be answered from the repo. First inspect:

  • README.md , FEATURES.md , BRANDING.md , docs/ , Storybook, and existing routes/pages

  • Existing GitHub issues and project board items

Only ask the user for information that is still missing after reviewing the repo.

Essential Questions

Question Purpose

"What are you trying to achieve?" Understand the goal, not just the task

"What does success look like?" Define acceptance criteria

"Who/what is affected?" Identify scope of impact

"Are there constraints I should know about?" Time, tech, compatibility

"Is this part of something larger?" Link to existing initiatives

Discovery Questions (for unclear requests)

Question Reveals

"Can you walk me through how this would be used?" User journey, edge cases

"What exists today?" Starting point, migration needs

"What have you already tried?" Failed approaches, constraints

"Is there prior art or examples?" Design direction

Step 2: Scope Assessment

Evaluate the request against these criteria:

Scope Matrix

Factor Trivial Small Large Massive

Unknowns None Few, answerable Many, need research Extensive, need spikes

Deliverables 1 thing 2-5 things 6-20 things 20+ things

Code areas 1-2 files 3-10 files 10+ files Multiple systems

Dependencies None Internal only External services New infrastructure

Duration < 1 session 1-3 sessions 1-2 weeks Weeks to months

Criteria 1-2 3-5 6-15 15+

Scope Decision

IF unknowns == none AND deliverables <= 2: → TRIVIAL: Use issue-prerequisite directly

IF unknowns == few AND deliverables <= 5: → SMALL: Use issue-prerequisite, maybe issue-decomposition

IF unknowns == many OR deliverables > 5: → LARGE: Use epic-management with research spikes

IF unknowns == extensive OR deliverables > 20 OR new_infrastructure: → MASSIVE: Use initiative-architecture

Step 3: Route to Appropriate Workflow

Trivial Scope

Assessment: This is a trivial request (single deliverable, no unknowns).

Next step: Creating a single issue using issue-prerequisite.

Route to: issue-prerequisite

Small Scope

Assessment: This is a small request (few deliverables, minimal unknowns).

Plan:

  1. Create parent issue for the request
  2. If needed, decompose into 2-3 sub-issues
  3. Begin implementation

Next step: Creating issue structure using issue-prerequisite.

Route to: issue-prerequisite → maybe issue-decomposition

Large Scope

Assessment: This is a large request requiring structured planning.

Unknowns identified:

  • Unknown 1 - needs investigation
  • Unknown 2 - needs research spike

High-level deliverables:

  1. Deliverable A
  2. Deliverable B ...

Next step: Creating epic structure using epic-management.

Route to: epic-management (which will create research spikes as needed)

Massive Scope

Assessment: This is a massive request requiring full initiative architecture.

Why massive:

  • [Reason: extensive unknowns / new infrastructure / multi-system / etc.]

Initial unknowns:

  • Does X exist?
  • How does Y work?
  • What are constraints of Z?

Potential scope:

  • Multiple epics likely
  • New capabilities needed
  • Significant research required

Next step: Beginning initiative architecture using initiative-architecture.

Route to: initiative-architecture

Resumability Checkpoint

Before routing, document the intake in memory:

Store intake assessment

mcp__memory__create_entities([{ "name": "Intake-[DATE]-[SHORT_DESC]", "entityType": "WorkIntake", "observations": [ "Request: [Original request]", "Scope: [Trivial/Small/Large/Massive]", "Unknowns: [List]", "Route: [Target skill]", "Status: [Routing/In Progress/Complete]" ] }])

Examples

Example: Trivial

Request: "Make the login page button a little lighter."

Intake:

  • Goal: Adjust button color

  • Success: Button is lighter

  • Unknowns: None (CSS change)

  • Deliverables: 1 (color change)

  • Scope: TRIVIAL

→ Route to issue-prerequisite

Example: Large

Request: "Add dark mode to the application."

Intake:

  • Goal: Theme switching capability

  • Success: Users can toggle dark/light mode

  • Unknowns:

  • Current theming approach?

  • Component library support?

  • Persistence mechanism?

  • Deliverables: ~10 (theme tokens, components, toggle, persistence, etc.)

  • Scope: LARGE

→ Route to epic-management

Example: Massive

Request: "Add the ability for users to log in by clicking on a popup in their phone."

Intake:

  • Goal: Mobile push notification login

  • Success: User receives push, taps, logged in

  • Unknowns:

  • Is there a mobile app? → Research spike

  • Push notification infrastructure? → Research spike

  • Authentication flow design? → Research spike

  • Security requirements? → Research spike

  • Deliverables: 30+ (app work, backend, auth, notifications, etc.)

  • Scope: MASSIVE

→ Route to initiative-architecture

Red Flags That Indicate Larger Scope

Watch for these phrases that suggest the request is larger than it appears:

Phrase Likely Scope

"Just add..." + new capability Large (new capability = infrastructure)

"Users should be able to..." Large (user-facing = full stack)

"Integrate with..." Large (external = API, auth, error handling)

"Like [other product]..." Massive (feature parity = extensive)

"Mobile/app/notification" Massive (unless app exists)

"Real-time/sync/live" Large (infrastructure)

Never Turn Away Work

No matter how massive the request:

  • Acknowledge the goal - "I understand you want X"

  • Explain the process - "This will require structured planning"

  • Begin investigation - Start with what we don't know

  • Document everything - Every decision, every finding

  • Break it down - Until we have tractable pieces

The path from "massive request" to "implementation" is:

Massive Request → Initiative Architecture (document unknowns, create research spikes) → Research Spikes (answer unknowns) → Epic Structure (group deliverables) → Issue Decomposition (create tractable tasks) → Implementation (one issue at a time)

Checklist

  • Project board readiness verified (Step 0 gate passed)

  • GITHUB_PROJECT_NUM and GH_PROJECT_OWNER set

  • Asked clarifying questions

  • Understood the goal (not just the task)

  • Identified unknowns

  • Counted deliverables

  • Assessed scope (Trivial/Small/Large/Massive)

  • Documented intake in memory

  • Routed to appropriate skill (with project-board-enforcement)

Skill: project-board-enforcement

Gate: Cannot proceed to any downstream skill without project board readiness verified.

Source Transparency

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