# Amplify

> |

- **Type:** Skill
- **Install:** `agentstack add skill-jeremylongshore-claude-code-plugins-plus-skills-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/skills/amplify
- **Website:** https://tonsofskills.com

## Install

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

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

## About

# Amplify

Turn a rough prompt into a high-signal one. Detect the domain, inject the standards that domain demands, score it against a rubric — then offer to run it.

Dispatcher and reviewer — Opus 4.8 (thinking-tier). Searcher/Writer — Sonnet 4.6 (worker-tier).

Amplify does **one** thing well: it rewrites the prompt you give it into the single strongest version, then hands it off. It does not write code itself — it produces a prompt other skills (or you) execute.

## Per-Step Agent Map (DOCTRINE rule 12)

Every substantive step dispatches at least one Agent. Atomic steps (DOCTRINE 12.2.8) are a single Worker → Reviewer pair with no independent angles to fan out.

| Step | Status | Worker tier | Thinking tier | Notes |
|---|---|---|---|---|
| 1 — Read intent | Atomic (12.2.8) | Searcher (Sonnet) — domain signals + project rules | **Analyst** (Opus) — triage + gap analysis + persona selection | Single Worker → Reviewer; reads `CLAUDE.md`, `AGENTS.md`, `.hyperflow/memory/*` |
| 2 — Amplify | Atomic (12.2.8) | Writer (Sonnet) — draft the enhanced prompt | **Reviewer** (Opus) — rubric score, one targeted revision | Writer drafts → Opus scores against the 8-dim rubric → revise once if any dim  **Run this amplified prompt now?**
   > - **Send to spec** *(recommended)* — start the chain design-first; spec brainstorms + designs with the amplified prompt, then auto-chains to scope → dispatch
   > - **Send to scope** — the approach is clear, go straight to decomposition (`/hyperflow:scope`)
   > - **Send to dispatch** — a task file already exists (`/hyperflow:dispatch`)
   > - **Copy only** — keep the prompt, run nothing

   This is a multi-option gate (4 options) → it carries the `(Recommended)` marker on **Send to spec** (DOCTRINE rule 8 — named-workflow choice).

   On a `Send to …` selection, invoke the chosen skill via the `Skill` tool, passing the **amplified prompt** as the argument. Spec is the default because a freshly-amplified prompt is a design starting point — spec's brainstorming + section-by-section design is exactly what it feeds. On `Copy only`, stop — the prompt is already printed for the user to take.

   **Codex fallback:** if the host does not expose the `AskUserQuestion` popup UI, print the same gate as a `Hyperflow Question` chat block with the four numbered choices and wait for the user's reply. Do not auto-select `Send to spec`.

## Iron Rules

- **Amplify never writes code.** It produces a prompt; downstream skills execute it. If the user wanted code, the handoff gate routes there.
- **Project rules win on conflict.** A rule in `CLAUDE.md` / `AGENTS.md` / `.hyperflow/memory/` overrides the generic persona standard — it is the user's explicit instruction.
- **Economy is mandatory (rubric dim 8).** Never inflate a trivial prompt. The rubric enhances to the task's level, not beyond.
- **Failure recovery (rule 14).** Worker/Reviewer errors and the NEEDS_REVISION cadence follow [`../hyperflow/failure-recovery.md`](../hyperflow/failure-recovery.md).
- **No AI attribution** in the amplified prompt or rationale — describe the work, never the author.

## Doctrine

Shared rules in [`../hyperflow/DOCTRINE.md`](../hyperflow/DOCTRINE.md). Personas in [`../hyperflow/personas-A.md`](../hyperflow/personas-A.md) + [`personas-B.md`](../hyperflow/personas-B.md). Rubric in [`references/prompt-rubric.md`](references/prompt-rubric.md).

## 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-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%.