improve-manual-vs-automatic-invocation

Sub-skill of improve: Manual vs Automatic Invocation.

5 stars

Best use case

improve-manual-vs-automatic-invocation is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Sub-skill of improve: Manual vs Automatic Invocation.

Teams using improve-manual-vs-automatic-invocation should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

You only need a quick one-off answer and do not need a reusable workflow.
You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/manual-vs-automatic-invocation/SKILL.md --create-dirs "https://raw.githubusercontent.com/vamseeachanta/workspace-hub/main/.agents/skills/_archive/workspace-hub/improve/manual-vs-automatic-invocation/SKILL.md"

Manual Installation

Download SKILL.md from GitHub
Place it in .claude/skills/manual-vs-automatic-invocation/SKILL.md inside your project
Restart your AI agent — it will auto-discover the skill

How improve-manual-vs-automatic-invocation Compares

Feature / Agent	improve-manual-vs-automatic-invocation	Standard Approach
Platform Support	Not specified	Limited / Varies
Context Awareness	High	Baseline
Installation Complexity	Unknown	N/A

Frequently Asked Questions

What does this skill do?

Sub-skill of improve: Manual vs Automatic Invocation.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# 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 |

Related Skills

improve-codebase-architecture

from vamseeachanta/workspace-hub

Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.