replay-learnings

Surface past learnings relevant to the current task before starting work. Searches correction history, recalls past mistakes, and applies prior patterns. Use when starting a task, saying "what do I know about", "previous mistakes", "lessons learned", or "remind me about".

1.54x

Quality

73%

Does it follow best practices?

Impact

94%

1.54x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/replay-learnings/SKILL.md

Evaluation results

100%

28%

OAuth2 Integration Pre-Task Research

Multi-source learning search

Criteria

Without context

With context

LEARNED.md finding

100%

learning-log.md finding

100%

CLAUDE.md [LEARN] finding

100%

Irrelevant entries excluded

100%

Session history section

100%

REPLAY BRIEFING header

100%

Past learnings section header

100%

Suggested approach section

50%

100%

Applied count or mistake context

100%

Keywords match task domain

100%

60%

Database Migration Pre-Task Research

Structured output format

Criteria

Without context

With context

REPLAY BRIEFING header

100%

Separator line

100%

Past learnings section

100%

Category tags on learnings

100%

Applied count on learnings

100%

Mistake context on learnings

100%

Session history section

100%

High correction rate flagged

100%

Suggested approach section

100%

Approach references learnings

100%

82%

10%

Kubernetes Deployment Setup Pre-Task Research

No-match and scout agent fallback

Criteria

Without context

With context

Explicit no-match statement

100%

Scout agent recommendation

Irrelevant learnings not included

100%

Task domain acknowledged

100%

REPLAY BRIEFING header present

100%

Sources searched mentioned

100%

No fabricated learnings

100%

Repository: rohitg00/pro-workflow
Commit: 1de1554

Evaluated: 29 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

OAuth2 Integration Pre-Task Research Database Migration Pre-Task Research Kubernetes Deployment Setup Pre-Task Research

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.