Compress Prompt
Strips a verbose prompt down to the minimal instruction a model actually needs, with a keep/drop rubric.
Test report
- Verdict
- Works with setup
- Score
- Tested
- Jul 14, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · f3f31c8
The keep/drop rubric genuinely tightens a bloated prompt (140-token sample cut to ~30 while preserving the one novel constraint) but its required verifier subagent lives outside the skill folder in .claude/agents/, so a plain `cp -r` of the skill directory silently breaks the verification step.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 4/5
- Triggers reliably 5/5
- Output vs. baseline 8/10
- Docs & honesty 4/5
What Compress Prompt does
Compresses a prompt or skill body into a single dense paragraph by applying an explicit keep-vs-drop rubric: keep goals, acceptance criteria and novel constraints, drop process steps and training-redundant boilerplate the model already knows. Triggers when asked to compress, condense, or minimize a prompt, and dispatches a verifier subagent to check goal clarity and constraint preservation before finalizing.
How to install Compress Prompt
git clone https://github.com/doodledood/manifest-dev
cd manifest-dev
mkdir -p ~/.claude/skills
cp -r .claude/skills/compress-prompt ~/.claude/skills/compress-prompt
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Compress Prompt
-
/compress-promptStrips a verbose prompt down to the minimal instruction a model actually needs, with a keep/drop rubric.
It also activates on plain-language prompts like these:
-
Compress this system prompt so it uses way fewer tokens. -
Condense this verbose prompt while keeping the goal intact. -
This agent prompt is bloated, can you make it more concise?
Frequently asked questions
- Is the Compress Prompt skill free?
- Yes. The skill itself is free from doodledood/manifest-dev. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Compress Prompt work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 14, 2026. Verdict: Works with setup. The keep/drop rubric genuinely tightens a bloated prompt (140-token sample cut to ~30 while preserving the one novel constraint) but its required verifier subagent lives outside the skill folder in .claude/agents/, so a plain `cp -r` of the skill directory silently breaks the verification step.
- What is the Compress Prompt SkillProof Score?
- 8.4/10 — installs cleanly 4/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 4/5.
- How do I install Compress Prompt?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Compress Prompt with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.