HJewkes

Workflow Improvement — Productivity skill for Claude Code

Productivity community

Claude Code skill: watches sessions for friction and auto-implements improvements.

How to install Workflow Improvement

This entry records only its repository, not the path inside it, so there is no exact command to give. Open HJewkes/workflow-improvement and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Workflow Improvement does

Claude Code skill: watches sessions for friction and auto-implements improvements.

Alternatives in Productivity

Ccs — Delegate task with intelligent profile selection [AUTO ENHANCE] 2.8k ★
Skill Context Detection — Auto-detect work context (Dev vs Knowledge) — use to tailor workflows based on current task type 2.8k ★
Claude Code Hooks Multi Agent Observability — Real-time monitoring for multi-agent Claude Code sessions via hook event tracking 1.3k ★

README

workflow-improvement

A Claude Code skill that watches your session for friction patterns and automatically implements improvements.

Install

npx @anthropic-ai/skills add HJewkes/workflow-improvement

Usage

In any Claude Code session, say:

/workflow-improvement
start workflow improvement
watch for friction

To stop: `stop workflow improvement`

How It Works

Observer cron fires every 3 minutes, tailing your session logs for errors, retries, and repeated tool calls
Each friction signal is classified by impact and recorded as a structured observation
Designer agents are spawned on-demand for high-impact findings — they design and implement minimal fixes (Makefile targets, scripts, CLAUDE.md updates)
All bookkeeping (dedup, archival, state) is handled by a CLI tool, so agents focus purely on judgment

Architecture

SKILL.md              # Skill entry point
references/
  observer.md         # Cron-fired observer agent prompt
  designer.md         # One-shot designer agent prompt
scripts/
  workflow-improve.py  # CLI for all deterministic bookkeeping
  session-digest.py    # Session log parser
  render_template.sh   # Bash template renderer

Runtime data is stored at `~/.claude/workflow-improvement/` (observations, designs, artifacts, instance state).