Lessons Learned Skill

Lessons Learned Skill

Manage lessons learned with global scope. Stores lessons as markdown files with key=value metadata headers.

What This Skill Provides

• Create lessons from errors or discoveries
• Query lessons by component, category, or applied status
• Update lesson metadata
• Global scope (not plan-specific)

When to Activate This Skill

Activate this skill when:

• Documenting a lesson from an error
• Querying applicable lessons for a component
• Marking lessons as applied

---

Storage Location

Lessons are stored globally:

.plan/​lessons-learned/
  2025-12-02-001.md
  2025-12-02-002.md
  ...

---

File Format

Markdown with key=value metadata header:

id=2025-12-02-001
component=maven-build
category=bug
applied=false
created=2025-12-02

# Build fails with missing dependency

When running `mvn clean install`, the build fails with a missing
dependency error for `jakarta.json-api`.

## Solution

Add the dependency explicitly to pom.xml:

```xml
<dependency>
    <groupId>jakarta.json</​groupId>
    <artifactId>jakarta.json-api</​artifactId>
</​dependency>

Impact

This affects all projects using jakarta.json without explicit dependency.

### Metadata Fields

| Field | Description |
|-------|-------------|
| `id` | Unique identifier (date-sequence) |
| `component` | Component that lesson applies to |
| `category` | bug, improvement, anti-pattern |
| `applied` | Whether lesson has been applied (true/​false) |
| `created` | Creation date |
| `bundle` | Optional bundle reference |

---

## Operations

Script: `plan-marshall:manage-lessons:manage-lesson`

### add

Create a new lesson.

```bash
python3 .plan/​execute-script.py plan-marshall:manage-lessons:manage-lesson add \
  --component maven-build \
  --category bug \
  --title "Build fails with missing dependency" \
  --detail "When running mvn clean install..." \
  [--bundle planning]

Parameters:

• --component (required): Component that lesson applies to
• --category (required): bug, improvement, or anti-pattern
• --title (required): Lesson title
• --detail (required): Lesson detail/​content
• --bundle: Optional bundle reference

Output (TOON):

status: success
id: 2025-12-02-001
file: 2025-12-02-001.md
component: maven-build
category: bug

update

Update lesson metadata.

python3 .plan/​execute-script.py plan-marshall:manage-lessons:manage-lesson update \
  --id 2025-12-02-001 \
  [--applied true|false] \
  [--component new-component] \
  [--category bug|improvement|anti-pattern]

Parameters:

• --id (required): Lesson ID to update
• --applied: Set applied status (true/​false)
• --component: Update component name
• --category: Update category

Output (TOON):

status: success
id: 2025-12-02-001
field: applied
value: true
previous: false

get

Get a single lesson.

python3 .plan/​execute-script.py plan-marshall:manage-lessons:manage-lesson get \
  --id 2025-12-02-001

Output (TOON):

status: success
id: 2025-12-02-001
component: maven-build
category: bug
applied: false
created: 2025-12-02
title: Build fails with missing dependency

content: |
  When running `mvn clean install`...

list

List lessons with filtering.

python3 .plan/​execute-script.py plan-marshall:manage-lessons:manage-lesson list \
  [--component maven-build] \
  [--category bug] \
  [--applied true|false]

Parameters:

• --component: Filter by component name
• --category: Filter by category (bug, improvement, anti-pattern)
• --applied: Filter by applied status (true/​false)

Output (TOON):

status: success
total: 5
filtered: 2
lessons:
  - id: 2025-12-02-001
    component: maven-build
    category: bug
    applied: false
    title: Build fails with missing dependency
  - id: 2025-12-02-002
    component: plan-files
    category: improvement
    applied: true
    title: Add validation for plan_id format

from-error

Create lesson from error context (JSON).

python3 .plan/​execute-script.py plan-marshall:manage-lessons:manage-lesson from-error \
  --context '{"component":"maven-build","error":"Missing dependency","solution":"Add explicit dep"}'

Parameters:

• --context (required): JSON object with error context
  • component: Component name (defaults to "unknown")
  • error: Error message (required)
  • solution: Optional solution description

Output (TOON):

status: success
id: 2025-12-02-003
created_from: error_context

---

Scripts

Script: plan-marshall:manage-lessons:manage-lesson

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Categories

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Integration Points

With plan-execute

When errors occur during execution, create lessons to document the issue and solution.

With plugin-doctor

Apply lessons to fix recurring issues in marketplace components.