Story Verification Skill

Validate Stories/Tasks with explicit GO/NO-GO verdict, Readiness Score, and Anti-Hallucination verification.

Purpose & Scope

• Validate Story plus child Tasks against industry standards and project patterns
• Calculate Penalty Points for violations, then auto-fix to reach 0 points
• Delegate to ln-002-best-practices-researcher for creating documentation (guides, manuals, ADRs, research)
• Support Plan Mode: show audit results, wait for approval, then fix
• Approve Story after fixes (Backlog -> Todo) with tabular output summary

When to Use

• Reviewing Stories before approval (Backlog -> Todo)
• Validating implementation path across Story and Tasks
• Ensuring standards, architecture, and solution fit
• Optimizing or correcting proposed approaches

Penalty Points System

Goal: Quantitative assessment of Story/Tasks quality. Target = 0 penalty points after fixes.

Severity	Points	Description
CRITICAL	10	RFC/OWASP/security violations
HIGH	5	Outdated libraries, architecture issues
MEDIUM	3	Best practices violations
LOW	1	Structural/cosmetic issues

Workflow:

1. Audit: Calculate penalty points for all 17 criteria
2. Fix: Auto-fix and zero out points
3. Report: Total Before -> 0 After

Mode Detection

Detect operating mode at startup:

Plan Mode Active:

• Phase 1-2: Full audit (discovery + research + penalty calculation)
• Phase 3: Show results + fix plan -> WAIT for user approval
• Phase 4-5: After approval -> execute fixes

Normal Mode:

• Phase 1-5: Standard workflow without stopping
• Automatically fix and approve

Workflow Overview

Phase 1: Discovery & Loading

Step 1: Configuration & Metadata Loading

• Auto-discover configuration: Team ID (

  docs/tasks/kanban_board.md

  ), project docs (

  CLAUDE.md

  ), epic from Story.project
• Load metadata only: Story ID/title/status/labels, child Task IDs/titles/status/labels
• Expect 3-8 implementation tasks; record parentId for filtering
• Rationale: keep loading light; full descriptions arrive in Phase 2

Phase 2: Research & Audit

Always execute for every Story - no exceptions.

Step 1: Domain Extraction

• Extract technical domains from Story title + Technical Notes + Implementation Tasks
• Load pattern registry from

  references/domain_patterns.md

• Scan Story content for pattern matches via keyword detection
• Build list of detected domains requiring documentation

Step 2: Documentation Delegation

• For EACH detected pattern, delegate to ln-002:

  Skill(skill="ln-002-best-practices-researcher",
        args="doc_type=[guide|manual|adr] topic='[pattern]'")
  

• Receive file paths to created documentation (

  docs/guides/

  ,

  docs/manuals/

  ,

  docs/adrs/

  ,

  docs/research/

  )

Step 3: Research via MCP

• Query MCP Ref for industry standards:

  ref_search_documentation(query="[topic] RFC OWASP best practices 2025")

• Query Context7 for library versions:

  resolve-library-id

  +

  query-docs

• Extract: standards (RFC numbers, OWASP rules), library versions, patterns

Step 3.5: Anti-Hallucination Verification

• Scan Story/Tasks for technical claims (RFC references, library versions, security requirements)
• Verify each claim has MCP Ref/Context7 evidence
• Flag unverified claims for correction
• Status: VERIFIED (all sourced) or FLAGGED (list unverified)

Step 4: Penalty Points Calculation

• Evaluate all 17 criteria against Story/Tasks
• Assign penalty points per violation (CRITICAL=10, HIGH=5, MEDIUM=3, LOW=1)
• Calculate total penalty points
• Build fix plan for each violation

Phase 3: Audit Results & Fix Plan

Display audit results:

• Penalty Points table (criterion, severity, points, description)
• Total: X penalty points
• Fix Plan: list of fixes for each criterion

Mode handling:

• IF Plan Mode: Show results + "After your approval, changes will be applied" -> WAIT
• ELSE (Normal Mode): Proceed to Phase 4 immediately

Phase 4: Auto-Fix

Execute fixes for ALL 19 criteria on the spot.

• Execution order (7 groups):
  1. Structural (#1-#4) — Story/Tasks template compliance + AC completeness/specificity
  2. Standards (#5) — RFC/OWASP compliance FIRST (before YAGNI/KISS!)
  3. Solution (#6) — Library versions
  4. Workflow (#7-#13) — Test strategy, docs integration, size, cleanup, YAGNI, KISS, task order, Database Creation
  5. Quality (#14-#15) — Documentation complete, hardcoded values
  6. Dependencies (#18-#19) — Story/Task independence (no forward dependencies)
  7. Traceability (#16-#17) — Story-Task alignment, AC coverage quality (LAST, after all fixes)
• Use Auto-Fix Actions table below as authoritative checklist
• Zero out penalty points as fixes applied
• Test Strategy section must exist but remain empty (testing handled separately)

Phase 5: Approve & Notify

• Set Story + all Tasks to Todo (Linear); update

  kanban_board.md

  with APPROVED marker
• Add Linear comment with full validation summary:
  • Penalty Points table (Before -> After = 0)
  • Auto-Fixes Applied table
  • Documentation Created table (docs created via ln-002)
  • Standards Compliance Evidence table
• Display tabular output (Unicode box-drawing) to terminal
• Final: Total Penalty Points = 0
• Optional: If

  --execute

  flag provided, delegate to ln-400-story-executor to start execution immediately after approval

Auto-Fix Actions Reference

Structural (#1-#4)

#	Criterion	What it checks	Penalty	Auto-fix actions
1	Story Structure	8 sections per template	LOW (1)	Add/reorder sections with TODO placeholders; update Linear
2	Tasks Structure	Each Task has 7 sections	LOW (1)	Load each Task; add/reorder sections; update Linear
3	Story Statement	As a/I want/So that clarity	LOW (1)	Rewrite using persona/capability/value; update Linear
4	Acceptance Criteria	Given/When/Then, 3-5 items	MEDIUM (3)	Normalize to G/W/T; add edge cases; update Linear

Standards (#5)

#	Criterion	What it checks	Penalty	Auto-fix actions
5	Standards Compliance	RFC, OWASP, REST, Security	CRITICAL (10)	Query MCP Ref; update Technical Notes with compliant approach

Solution (#6)

#	Criterion	What it checks	Penalty	Auto-fix actions
6	Library & Version	Libraries are latest stable	HIGH (5)	Query Context7; update to recommended versions

Workflow (#7-#13)

#	Criterion	What it checks	Penalty	Auto-fix actions
7	Test Strategy	Section exists but empty	LOW (1)	Ensure section present; leave empty (testing handled separately)
8	Documentation Integration	No standalone doc tasks	MEDIUM (3)	Remove doc-only tasks; fold into implementation DoD
9	Story Size	3-8 tasks; 3-5h each	MEDIUM (3)	If <3 or >8, add TODO; flag task size issues
10	Test Task Cleanup	No premature test tasks	MEDIUM (3)	Remove test tasks before final; testing appears later
11	YAGNI	No premature features	MEDIUM (3)	Move speculative items to Out of Scope unless standards require
12	KISS	Simplest solution	MEDIUM (3)	Simplify unless standards require complexity
13	Task Order	DB→Service→API→UI	MEDIUM (3)	Reorder Tasks foundation-first

Quality (#14-#15)

#	Criterion	What it checks	Penalty	Auto-fix actions
14	Documentation Complete	Pattern docs exist + referenced	HIGH (5)	Delegate to ln-002; add all doc links to Technical Notes
15	Code Quality Basics	No hardcoded values	MEDIUM (3)	Add TODOs for constants/config/env

Traceability (#16-#17)

#	Criterion	What it checks	Penalty	Auto-fix actions
16	Story-Task Alignment	Tasks implement Story statement	MEDIUM (3)	Add TODO to misaligned Tasks; warn user
17	AC-Task Coverage	Each AC has implementing Task	MEDIUM (3)	Add TODO for uncovered ACs; suggest missing Tasks

Dependencies (#18-#19)

#	Criterion	What it checks	Penalty	Auto-fix actions
18	Story Dependencies	No forward Story dependencies	CRITICAL (10)	Flag forward dependencies; suggest reorder
19	Task Dependencies	No forward Task dependencies	MEDIUM (3)	Flag forward dependencies; reorder Tasks

Maximum Penalty: 60 points

Final Assessment Model

Outputs after all fixes applied:

Metric	Value	Meaning
Gate	GO / NO-GO	Final verdict for execution readiness
Readiness Score	1-10	Quality confidence level
Penalty Points	0 (after fixes)	Validation completeness
Anti-Hallucination	VERIFIED / FLAGGED	Technical claims verified
AC Coverage	100% (N/N)	All ACs mapped to Tasks

Readiness Score Calculation

Readiness Score = 10 - (Penalty Points / 5)

Score	Status	Gate
9-10	Excellent	GO
7-8	Good	GO
5-6	Acceptable	GO (with notes)
3-4	Concerns	NO-GO (requires review)
1-2	Critical	NO-GO (major issues)

Anti-Hallucination Verification

Verify technical claims have evidence:

Claim Type	Verification
RFC/Standard reference	MCP Ref search confirms existence
Library version	Context7 query confirms version
Security requirement	OWASP/CWE reference exists
Performance claim	Benchmark/doc reference

Status: VERIFIED (all claims sourced) or FLAGGED (unverified claims listed)

Task-AC Coverage Matrix

Output explicit mapping:

| AC | Task(s) | Coverage |
|----|---------|----------|
| AC1: Given/When/Then | T-001, T-002 | ✅ |
| AC2: Given/When/Then | T-003 | ✅ |
| AC3: Given/When/Then | — | ❌ UNCOVERED |

Coverage:

{covered}/{total} ACs

(target: 100%)

Self-Audit Protocol (Mandatory)

Before marking any criterion as complete, provide concrete evidence (doc path, MCP result, Linear update).

#	Self-Audit Question	Required Evidence
1	Validated all 8 Story sections?	Section list
2	Loaded full description for each Task?	Task validation count
3	Statement in As a/I want/So that?	Quoted statement
4	AC are G/W/T and testable?	AC count and format
5	Verified RFC/OWASP/REST compliance?	Standards list + MCP result
6	Checked library versions via Context7?	Context7 result
7	Test Strategy kept empty?	Note that testing deferred
8	Docs integrated, no standalone tasks?	Integration evidence
9	Task count 3-8 and 3-5h?	Task count/sizes
10	No premature test tasks?	Search result
11	Only current-scope features (YAGNI)?	Scope review
12	Simplest approach within standards (KISS)?	Simplicity justification
13	Tasks ordered Foundation-First?	Task order list
14	All pattern docs exist and referenced?	Doc paths from ln-002
15	Hardcoded values handled?	TODO/config evidence
16	Each Task aligns with Story statement?	Alignment check result
17	Each AC has implementing Task?	Coverage matrix

Definition of Done

• Phase 1: Auto-discovery done; Story + Tasks metadata loaded; task count checked
• Phase 2: Domain extraction complete; ln-002 delegated for docs; MCP research done; Anti-Hallucination verification done; Penalty Points calculated
• Phase 3: Audit results shown; IF Plan Mode: user approved
• Phase 4: All 17 criteria auto-fixed; Penalty Points = 0; Test Strategy empty; test tasks removed
• Phase 5: Final Assessment output:

  gate: GO | NO-GO
  readiness_score: {1-10}
  penalty_points: 0 (was {N})
  anti_hallucination: VERIFIED | FLAGGED
  ac_coverage: "{N}/{M} (100%)"
  ac_matrix:
    - ac: "AC1"
      tasks: ["T-001", "T-002"]
      status: covered
  

• Story/Tasks set to Todo;

  kanban_board.md

  updated; Linear comment with Final Assessment added
• Optional: If

  --execute

  flag, ln-400-story-executor invoked after approval

Example Workflow

Story: "Create user management API with rate limiting"

1. Phase 1: Load metadata (5 Tasks, status Backlog)
2. Phase 2:
   • Domain extraction: REST API, Rate Limiting
   • Delegate ln-002: creates Guide-05 (REST patterns), Guide-06 (Rate Limiting)
   • MCP Ref: RFC 7231 compliance, OWASP API Security
   • Context7: Express v4.19 (current v4.17)
   • Penalty Points: 18 total (version=5, missing docs=5, structure=3, standards=5)
3. Phase 3:
   • Show Penalty Points table
   • IF Plan Mode: "18 penalty points found. Fix plan ready. Approve?"
4. Phase 4:
   • Fix #6: Update Express v4.17 -> v4.19
   • Fix #5: Add RFC 7231 compliance notes
   • Fix #13: Add Guide-05, Guide-06 references
   • Fix #17: Docs already created by ln-002
   • All fixes applied, Penalty Points = 0
5. Phase 5: Story -> Todo, tabular report

Template Loading

Templates:

story_template.md

,

task_template_implementation.md

Loading Logic:

1. Check if

   docs/templates/{template}.md

   exists in target project
2. IF NOT EXISTS: a. Create

   docs/templates/

   directory if missing b. Copy

   shared/templates/{template}.md

   →

   docs/templates/{template}.md

   c. Replace placeholders in the LOCAL copy:

   • {{TEAM_ID}}

     → from

     docs/tasks/kanban_board.md

   • {{DOCS_PATH}}

     → "docs" (standard)
3. Use LOCAL copy (

   docs/templates/{template}.md

   ) for all validation operations

Rationale: Templates are copied to target project on first use, ensuring:

• Project independence (no dependency on skills repository)
• Customization possible (project can modify local templates)
• Placeholder replacement happens once at copy time

Reference Files

• Final Assessment:

  references/readiness_scoring.md

  (GO/NO-GO rules, Readiness Score calculation)
• Templates (centralized):

  shared/templates/story_template.md

  ,

  shared/templates/task_template_implementation.md

• Local copies:

  docs/templates/

  (in target project)
• Validation Checklists (Progressive Disclosure):

  • references/verification_checklist_template.md

    (overview of 7 categories)

  • references/structural_validation.md

    (criteria #1-#4)

  • references/standards_validation.md

    (criterion #5)

  • references/solution_validation.md

    (criterion #6)

  • references/workflow_validation.md

    (criteria #7-#13)

  • references/quality_validation.md

    (criteria #14-#15)

  • references/dependency_validation.md

    (criteria #18-#19)

  • references/traceability_validation.md

    (criteria #16-#17)

  • references/domain_patterns.md

    (pattern registry for ln-002 delegation)

  • references/penalty_points.md

    (penalty system details)
• Linear integration:

  ../shared/templates/linear_integration.md

---

Version: 7.0.0 (BREAKING: Added 2 new criteria #18-#19 for Story/Task dependencies per BMAD Method. Expanded criterion #4 with AC completeness/specificity, #9 with Database Creation Principle, #13 with forward dependency checks, #17 with STRONG/WEAK/MISSING coverage quality. Total 19 criteria, max 60 penalty points.) Last Updated: 2026-02-03