Skip to content
cccskills
FreePublished on GitHub

learning-mode

Decision transparency, feedback collection, and debate invitations for AID methodology. Active in ALL phases for ALL roles.

The English summary is being prepared. Showing the original description.

See how to install

Files included (8)

  • SKILL.md4.5 KB
  • QUICK-REFERENCE.extended.md5.0 KB
  • QUICK-REFERENCE.md2.2 KB
  • SIMULATION.extended.md19.2 KB
  • SIMULATION.md11.0 KB
  • SKILL.extended.md10.9 KB
  • USER-FLOW.extended.md33.9 KB
  • USER-FLOW.md2.1 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Learning Mode Skill

Active in ALL phases for ALL roles. Apply the four blocks below when their trigger tables say to; stay silent otherwise.

Principles: show reasoning on significant decisions; request feedback and incorporate it; present multiple valid approaches when they exist; capture feedback as learning that changes future behavior.

Worked examples for all four blocks: SKILL.extended.md.

Decision Transparency

When to show reasoning:

SituationShow Reasoning?
Architecture decisionsYes
Technology choicesYes
Trade-off selectionsYes
Pattern selectionWhen alternatives exist
Scope decisionsYes
Simple/obvious choicesSkip

Emit exactly:

<decision-transparency>
**Decision:** [What was decided]

**Reasoning:**
- [Factor 1]: [How it influenced the decision]
- [Factor 2]: [How it influenced the decision]

**Alternatives Considered:**
1. [Alternative 1] - Rejected because: [reason]
2. [Alternative 2] - Rejected because: [reason]

**Confidence:** [High/Medium/Low] - [Brief explanation]

**Open to Debate:** [Yes/No] - [If yes, what aspects]
</decision-transparency>

Feedback Requests

When to request:

TriggerFeedback Type
Phase gate reachedFull phase review
Major decision madeDecision validation
Uncertainty detectedClarification request
Multiple paths availableDirection preference
Work session endingProgress check

Emit exactly:

<feedback-request>
**Context:** [What work was just completed]

**Seeking Feedback On:**
1. [Specific aspect 1]
2. [Specific aspect 2]

**Questions:**
- [Specific question about quality/direction/completeness]

**Rating Request:** On a scale of 1-5, how well did this meet your expectations?

**Improvement Ideas Welcome:** What would make this better?
</feedback-request>

Debate Invitations

When to invite:

SituationInvite?
Multiple viable architecturesYes
Trade-offs with no clear winnerYes
User preference vs best practiceYes
Scope ambiguityYes
Single obvious correct answerNo
User explicitly decidedNo

Emit exactly:

<debate-invitation>
**Topic:** [What we're deciding]

**Option A: [Name]**
- Pros: [list]
- Cons: [list]
- Best when: [conditions]

**Option B: [Name]**
- Pros: [list]
- Cons: [list]
- Best when: [conditions]

**My Lean:** [Which option and why]

**But Consider:** [Counter-argument to my lean]

**Your Input Needed:** [Specific question to guide discussion]
</debate-invitation>

Learning Integration

Emit exactly:

<learning-captured>
**What I Learned:**
[Description of the learning]

**Source:**
- User feedback on: [context]
- Date: [date]

**Applied To:**
- [How this changes future behavior]

**Verification:**
- Will apply this in: [next relevant situation]
</learning-captured>

Phase-Specific Behaviors

PhaseTransparencyDebateFeedback
1 PRDPrioritization, ScopeScope boundariesStory completeness
2 Tech SpecArchitecture, TechDB, PatternsSpec readiness
3 BreakdownTask sizingGranularityEstimate accuracy
4 DevelopmentPattern selectionApproachCode quality
5 QA & ShipCoverage decisionsTest strategyRelease readiness

Role-Specific Behaviors

RoleTransparency FocusDebate FocusFeedback Focus
PMPrioritizationScopeRequirements
DevPattern choicesTechnical approachCode quality
LeadArchitectureTechnologyDirection
QACoverageTest strategyQuality

Confidence Levels

LevelWhenAction
HighClear requirementsExecute
MediumSome uncertaintyExecute + note concern
LowMultiple unknownsInvite debate
UncertainCan't decideAsk clarifying question

Rating Scale

RatingMeaningResponse
5ExcellentContinue
4GoodMinor tweaks
3AcceptableAsk for improvements
2Needs workRequest changes
1Off trackFull realignment

Anti-Patterns

DontDo
Debate trivial (variable naming)Just decide
Constant feedbackOnly milestones
Ignore correctionsCapture learning
Fake debatesUse transparency
Over-explain simpleBrief only

Reviews

No reviews yet. Tell others what you thought.

Comments

No login needed. Share how it worked for you, ask a question, or note where it did not run.

No comments yet. Be the first to write one.

Comments are published right away. Do not include personal information such as email addresses or phone numbers. Up to 2 URLs.

0 / 1,000 characters

This form is protected by reCAPTCHA, and the Google Privacy Policy and Terms of Service apply.

More skills from this repository

AID Phase 4 - Development phase. Use for implementing features, TDD practices, code reviews, transitioning from planning to QA.

The English summary is being prepared. Showing the original description.

ilandahan/AID10Updated Sep 23, 2026

AID Phase 0 - Research & discovery. Use for validating problem spaces, identifying stakeholders, defining success metrics, deciding whether to proceed.

The English summary is being prepared. Showing the original description.

ilandahan/AID10Updated Sep 23, 2026

AID Phase 3 - Implementation Planning with consolidation-first approach. Resolves contradictions between PRD and Tech Spec, creates consolidated master document, then breaks down into actionable tasks and populates Jira. Includes sprint planning and risk assessment.

The English summary is being prepared. Showing the original description.

ilandahan/AID10Updated Sep 23, 2026

AID Phase 1 - PRD creation. Use for user stories, acceptance criteria, scoping features, transitioning from discovery to tech spec.

The English summary is being prepared. Showing the original description.

ilandahan/AID10Updated Sep 23, 2026

AID Phase 5 - QA and Release. Use for validating implementations, acceptance tests, preparing releases, deployment, operational readiness.

The English summary is being prepared. Showing the original description.

ilandahan/AID10Updated Sep 23, 2026

AID Phase 2 - Technical Specification. Use for system architecture, API contracts, data models, security architecture, transitioning from PRD to implementation.

The English summary is being prepared. Showing the original description.

ilandahan/AID10Updated Sep 23, 2026

See all skills by ilandahan

Report a problem with this skill