self-improvement

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks. For CI-only/headless learning capture, use self-improvement-ci.

1.78x

Quality

72%

Does it follow best practices?

Impact

100%

1.78x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/self-improvement/SKILL.md

Evaluation results

100%

Setting Up Developer Incident Logging

Logging entry format and file structure

Criteria

Without context

With context

LEARNINGS.md path

100%

ERRORS.md path

100%

LRN ID format

100%

ERR ID format

100%

Correction category used

100%

Command failure in ERRORS.md

100%

Knowledge gap category

100%

Required entry fields

100%

Required learning sections

100%

Error section with message

100%

Valid area tags

100%

Initial status pending

100%

30%

Enabling Automatic Learning Capture for a Claude Code Project

Hook integration setup

Criteria

Without context

With context

Correct settings file path

100%

Top-level hooks key

100%

UserPromptSubmit hook configured

100%

activator.sh in UserPromptSubmit

100%

PostToolUse hook configured

100%

Bash matcher on PostToolUse

100%

error-detector.sh in PostToolUse

100%

Hook type is command

100%

Script paths include skill directory

100%

Consolidating Development Learnings into Project Guidelines

Promoting recurring patterns to project memory

Criteria

Without context

With context

pnpm entries promoted

100%

Promoted annotation on pnpm entries

100%

CLAUDE.md created with pnpm rule

100%

CLAUDE.md pnpm rule is specific

100%

API client entries promoted

100%

API rule in project memory file

100%

API rule includes command

100%

Docs entry remains pending

100%

Promoted content is concise

100%

Repository: pskoett/pskoett-ai-skills
Commit: fe0da1c

Evaluated: 26 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Setting Up Developer Incident Logging Enabling Automatic Learning Capture for a Claude Code Project Consolidating Development Learnings into Project Guidelines

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