# Hyperflow Amplify

> Hyperflow prompt amplifier. Use when a prompt is rough, vague, or under-specified and should be rewritten to high quality before running it — "enhance this prompt", "make this prompt better", "improve my prompt", "rewrite this prompt". Domain-aware: detects the prompt's domain, injects the matching specialist standards + project rules, scores against an 8-dimension rubric, then offers to run it.

- **Type:** Skill
- **Install:** `agentstack add skill-jeremylongshore-claude-code-plugins-plus-skills-hyperflow-amplify`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [jeremylongshore](https://agentstack.voostack.com/s/jeremylongshore)
- **Installs:** 0
- **Category:** [Cloud & Infrastructure](https://agentstack.voostack.com/c/cloud-infrastructure)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [jeremylongshore](https://github.com/jeremylongshore)
- **Source:** https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/main/plugins/ai-agency/hyperflow/templates/antigravity/skills/hyperflow-amplify
- **Website:** https://tonsofskills.com

## Install

```sh
agentstack add skill-jeremylongshore-claude-code-plugins-plus-skills-hyperflow-amplify
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# hyperflow-amplify — prompt amplifier (Antigravity single-agent)

Turn a rough prompt into the single strongest version, then hand it off. **Amplify never writes code** — it produces a prompt other workflows (or you) execute. Follow the `hyperflow` doctrine.

## Steps

1. **Read intent.** Detect the prompt's domain(s) (frontend/ui, api/db backend, mobile, security, performance, refactor/bugfix/test, devops, docs). Read project rules when present: `AGENTS.md`, `~/.gemini/AGENTS.md`, `.hyperflow/memory/*`. Note the gaps a senior engineer would have to guess.
2. **Amplify.** Rewrite into the single strongest version using this skeleton (adapt section presence — economy is a constraint, never inflate a one-liner into a spec):
   - role / expertise framing (one line)
   - precise task (unambiguous goal)
   - Context (relevant background, current state, inputs)
   - Constraints (domain doctrine standards + project rules — project rules win on conflict)
   - Output (deliverable format + acceptance criteria)
   - Out of scope (explicit anti-goals)
3. **Score** the draft against the 8-dimension rubric (1-5 each): intent clarity · context sufficiency · scope boundaries · structure · domain doctrine injected · output spec · guardrails · economy. If any dimension < 4, revise once.
4. **Present** the amplified prompt in one copy-ready fenced block + a 2-4 line rationale (what changed, which standards/project rules were injected, any flagged ambiguity).
5. **Handoff gate** (AskUserQuestion, 4 options → mark one Recommended): Send to `hyperflow-spec` (Recommended) · Send to `hyperflow-scope` · Send to `hyperflow-dispatch` · Copy only. On a "Send to…" choice, invoke that workflow with the amplified prompt.

## Rules

- Never write code. Project rules override generic persona standards. No AI attribution in the amplified prompt or rationale.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [jeremylongshore](https://github.com/jeremylongshore)
- **Source:** [jeremylongshore/claude-code-plugins-plus-skills](https://github.com/jeremylongshore/claude-code-plugins-plus-skills)
- **License:** MIT
- **Homepage:** https://tonsofskills.com

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-jeremylongshore-claude-code-plugins-plus-skills-hyperflow-amplify
- Seller: https://agentstack.voostack.com/s/jeremylongshore
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.