iLearn-Lab

Session Driven Polish — Productivity skill for Claude Code

Productivity community

Use session and promotion evidence to decide which workflow asset deserves the next refinement.

How to install Session Driven Polish

Installs to ~/.claude/skills/ilearn-lab-evoharness-session-driven-polish/SKILL.md

Terminal

mkdir -p ~/.claude/skills/ilearn-lab-evoharness-session-driven-polish && curl -fsSL https://raw.githubusercontent.com/iLearn-Lab/EvoHarness/HEAD/.claude/skills/session-driven-polish.md -o ~/.claude/skills/ilearn-lab-evoharness-session-driven-polish/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Session Driven Polish does

name: session-driven-polish description: Use session and promotion evidence to decide which workflow asset deserves the next refinement.

Session Driven Polish

Look at repeated stalls, missing tools, and command drift across archived sessions.
Distinguish between a one-off bug and a reusable workflow gap.
Prefer edits that shorten future sessions instead of only improving one transcript.
If a gap keeps recurring, package the fix as a command, skill, agent, plugin, or MCP asset

Alternatives in Productivity

Run Discovery — Workflow recipe — go from a vague opportunity to validated insight and a prioritised next step by chaining 4 s 1.3k ★
Maestro Issue — Intent-driven issue lifecycle management — describe what you want in natural language (报告一个 bug / 列出开放 issue / 530 ★
Schedule List — List all scheduled tasks with their status and next run times (project) 510 ★