Dialogue Assess Phase

Dialogue: Phase Readiness Assessment

Assess readiness to transition from one SDLC phase to the next. This composite assessment aggregates component assessments and evaluates overall readiness, generating a recommendation that requires human approval.

Framework Grounding

This skill operationalises:

• Phase transitions: 35-55% information loss at transitions requires explicit checkpoints
• Theory-building: Validates sufficient understanding exists before proceeding
• STS joint optimisation: Human approval ensures both technical and social readiness

When to Use

Use this skill at phase transition points:

• Phase 1 (Initiation/Conception) → Phase 2 (Planning)
• Phase 2 (Planning) → Phase 3 (Analysis/Requirements)
• Phase 3 (Analysis/Requirements) → Phase 4 (Design/Architecture)
• And so on through Phase 7 (Deployment/Operations)

Phase Readiness Dimensions

The assessment evaluates four readiness dimensions:

Recommendation Outcomes

How to Assess Phase Readiness

Step 1: Gather Context

First, gather information about the current state:

# Check for recent problem framing assessment
ls -la ${CLAUDE_PROJECT_DIR}/.dialogue/logs/assessments/ASSESS-*.yaml | tail -5

# Check for recent daily checks
grep -l "assessment_type: DAILY_CHECK" ${CLAUDE_PROJECT_DIR}/.dialogue/logs/assessments/*.yaml | tail -5

# Check decision log activity
ls -la ${CLAUDE_PROJECT_DIR}/.dialogue/logs/decisions/ | tail -10

Step 2: Interactive Assessment

Ask the user to evaluate each dimension using AskUserQuestion:

1. Documentation readiness (1-5): Are required phase artefacts complete?
2. Knowledge transfer readiness (1-5): Is knowledge documented and shared?
3. Stakeholder readiness (1-5): Are stakeholders aligned on proceeding?
4. Technical readiness (1-5): Are technical prerequisites met?

Then ask: 5. What is the current phase? (1-7) 6. What is the target phase? (2-7) 7. Are there any blockers? (optional free text) 8. Are there any risks to proceeding? (optional free text)

Step 3: Reference Component Assessments

If available, reference recent component assessments:

• Problem framing assessment ID (if exists)
• Stakeholder alignment assessment ID (if exists, from FW-041)
• TTKM assessment ID (if exists, from FW-041)
• Recent daily check IDs

Step 4: Log the Assessment

${CLAUDE_PLUGIN_ROOT}/skills/dialogue-assess-phase/scripts/log-assess-phase.sh \
  <assessor> \
  <current_phase> <target_phase> \
  <documentation_readiness> <knowledge_transfer_readiness> \
  <stakeholder_readiness> <technical_readiness> \
  [problem_framing_ref] [blockers] [risks]

Parameters

Recommendation Logic

The script computes a recommendation based on dimension scores:

Average score = (doc + knowledge + stakeholder + technical) / 4

If average >= 4.0 AND no blockers AND problem_framing exists:
  → PROCEED
Else if average >= 3.0 AND blockers are manageable:
  → PROCEED_WITH_CAUTION
Else:
  → DEFER

Special conditions:

• Missing problem framing assessment: Maximum recommendation is PROCEED_WITH_CAUTION
• Any dimension score of 1: Forces DEFER
• Blockers present: Maximum recommendation is PROCEED_WITH_CAUTION

DEFER Remediation Guidance

When the recommendation is DEFER, the assessment includes a defer_guidance block that provides actionable remediation advice based on two factors:

Factor 1: Phase Tacit Percentage

The current phase's information composition determines remediation character:

Factor 2: Gap Dimension

The lowest-scoring dimension identifies what type of gap to address:

Recommended Approach

The combination produces a recommended_approach:

• DIALOGUE: High-tacit phase or knowledge/stakeholder gaps → convene sessions, elicit understanding
• MIXED: Medium-tacit phase or mixed gaps → balance dialogue with artifact work
• ARTIFACT: Low-tacit phase with documentation/technical gaps → focus on specifications, resolution

Example DEFER Output

defer_guidance:
  primary_gap: knowledge
  primary_gap_score: 2
  secondary_gaps: []
  phase_tacit_percentage: 75
  recommended_approach: DIALOGUE
  specific_actions:
    - "Conduct knowledge transfer sessions with domain experts"
    - "Pair with experienced team members"
    - "Facilitate stakeholder interviews to capture tacit understanding"
  restart_point:
    phase: 1
    phase_name: "Initiation/Conception"
    focus: "Address knowledge gaps before re-assessing"

Human Approval Workflow

Phase transitions require human approval:

1. AI presents assessment summary with recommendation
2. Human reviews:
   • Component assessment references
   • Dimension scores and rationale
   • Identified blockers and risks
3. Human decides: approve, approve with conditions, or defer
4. Decision is logged with approval metadata

Example Approval Flow

AI: Phase readiness assessment complete.

    Current Phase: 1 (Problem Definition)
    Target Phase:  2 (Requirements)

    Dimension Scores:
    - Documentation:       4/5 (requirements doc drafted)
    - Knowledge Transfer:  4/5 (decisions logged, theory captured)
    - Stakeholder:         3/5 (one stakeholder pending review)
    - Technical:           5/5 (no blockers)

    Component Assessments:
    - Problem Framing: ASSESS-20260122-140000 (5/6, confidence 4)

    Blockers: None
    Risks: Stakeholder review may surface new requirements

    Recommendation: PROCEED_WITH_CAUTION

    Do you approve proceeding to Phase 2?
    [Options: Approve / Approve with conditions / Defer]

User: Approve with conditions - complete stakeholder review within 48 hours

AI: Approved with conditions. Logging the decision...
    [Logs DEC-... with approval and conditions]

    Phase transition approved. Moving to Phase 2 (Planning).
    Condition: Complete stakeholder review within 48 hours.

Output

The script returns the generated assessment ID (e.g., ASSESS-20260122-150000).

The assessment is stored in .dialogue/logs/assessments/ and creates:

• Assessment YAML file with full readiness data
• Context graph node (ARTIFACT with artifact_type: ASSESSMENT)
• CREATED edge from assessor to assessment
• ASSESSES edges to referenced component assessments

Example Direct Invocation

${CLAUDE_PLUGIN_ROOT}/skills/dialogue-assess-phase/scripts/log-assess-phase.sh \
  "human:pidster" \
  1 2 \
  4 4 3 5 \
  "ASSESS-20260122-140000" \
  "" \
  "Stakeholder review may surface new requirements"

Phase-Specific Considerations

Phase 1 → 2 (Initiation/Conception → Planning)

Critical inputs:

• Problem framing assessment (strongly encouraged)
• Stakeholder alignment on business case
• Strategic rationale documented

Phase 2 → 3 (Planning → Analysis/Requirements)

Critical inputs:

• Project plan and resource allocations
• Risk register established
• Governance structure defined

Phase 3 → 4 (Analysis/Requirements → Design/Architecture)

Critical inputs:

• Requirements documented and reviewed
• Stakeholders approved requirements
• Key technical constraints identified

Phase 4 → 5 (Design/Architecture → Implementation/Construction)

Critical inputs:

• Architecture decisions documented (ADRs)
• Technical feasibility validated
• Performance/scalability requirements addressed

Later Phases

Similar patterns—each transition validates that:

1. Phase artefacts are complete
2. Knowledge is captured and shared
3. Stakeholders are aligned
4. Technical prerequisites are met

Schema Reference

See Assessment Schema for the complete PHASE_READINESS response schema and validation rules.