# Improve Manual Vs Automatic Invocation

> Sub-skill of improve: Manual vs Automatic Invocation.

- Skill: `vamseeachanta/improve-manual-vs-automatic-invocation` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/improve-manual-vs-automatic-invocation`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/improve-manual-vs-automatic-invocation/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/improve-manual-vs-automatic-invocation

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# Manual vs Automatic Invocation

## Manual vs Automatic Invocation


| Mode | Trigger | Engine | AI Quality |
|------|---------|--------|------------|
| Manual | `/improve` command | Codex session (full reasoning) | Highest — full context |
| Automatic | Stop hook at session exit | `improve.sh` + API calls | Good — structured prompts |
| Quick | Ctrl+C or `--quick` | `improve.sh` shell-only | None — metrics + logging only |