ws-workflow-engine-bridge

ws-workflow-engine-bridge is a skill for Claude Code, Codex from Ckokoski/AuthorAgent. It costs 19 tokens per session (904 once invoked), scanned A, original, MIT.

A bridge that imports prompt sequences from the Author Workflow Engine into AuthorClaw and runs them as multi-step automations. A prompt sequence is a chain where each step can use the previous step’s output, such as research followed by an outline.

In plain words
What is it for?
Use it to import and execute structured writing workflows, such as refining a premise, developing characters, and generating a novel outline.
Why use it?
Repeating a series of writing prompts manually makes it harder to keep steps connected and consistent. This bridge lets an existing sequence run inside AuthorClaw with its book information, writing style, and memory.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/ckokoski/authoragent/ws-workflow-engine-bridge
Any agent
npx skills add Ckokoski/AuthorAgent --skill ws-workflow-engine-bridge
Clone the repo
git clone --depth 1 https://github.com/Ckokoski/AuthorAgent

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ws-workflow-engine-bridge

README.md
[![agentmods](https://agentmods.dev/badge/skills/ckokoski/authoragent/ws-workflow-engine-bridge.svg)](https://agentmods.dev/skills/ckokoski/authoragent/ws-workflow-engine-bridge)
Your own site
<a href="https://agentmods.dev/skills/ckokoski/authoragent/ws-workflow-engine-bridge"><img src="https://agentmods.dev/badge/skills/ckokoski/authoragent/ws-workflow-engine-bridge.svg" alt="Measured on agentmods" height="20"></a>
Per session 19 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 904 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00019 $0.00904
Opus 5 $0.00010 $0.00452
Sonnet 5 $0.00004 $0.00181
Haiku 4.5 $0.00002 $0.00090

Measured 5d ago against content hash 7186ff78e524, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

ws-workflow-engine-bridge scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/_archived/premium/writing-secrets-integration/ws-workflow-engine-bridge/SKILL.md · 104 lines

How it starts

The opening of the file, as written. The whole thing — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Author Workflow Engine Bridge

Import prompt sequence JSON files from the Author Workflow Engine and execute them as AuthorClaw automations.

What This Does

The Author Workflow Engine (AWE) lets you build multi-step prompt chains — like "research → premise → outline → write chapter 1." This bridge imports those chains and runs them inside AuthorClaw with full access to your book bible, voice profile, and memory.

JSON Schema Expected

{
  "name": "Novel Outline Generator",
  "description": "Takes a premise and generates a complete outline",
  "version": "1.0",
  "steps": [
    {
      "id": "step-1",
      "name": "Premise Refinement",
      "prompt": "Take this premise and refine it: {{INPUT}}. Make the stakes personal and the conflict built-in.",
      "model": "auto",
      "temperature": 0.7,
      "outputVariable": "refined_premise"
    },
    {
      "id": "step-2",
      "name": "Character Development",
      "prompt": "Based on this premise: {{refined_premise}}\n\nCreate 3-5 main characters with names, roles, motivations, and flaws.",
      "model": "auto",
      "temperature": 0.8,
      "outputVariable": "characters"
    },
    {
      "id": "step-3",
      "name": "Three-Act Outline",
      "prompt": "Premise: {{refined_premise}}\nCharacters: {{characters}}\n\nCreate a detailed three-act outline with chapter breakdowns.",
      "model": "auto",
      "temperature": 0.7,
      "outputVariable": "outline"
    }
  ],
  "variables": {
    "INPUT": { "type": "user_input", "prompt": "Enter your story premise:" }
  }
}

Execution Process

  1. Import: Load AWE JSON into AuthorClaw's automation engine
  2. Enhance: Automatically inject AuthorClaw context into each step:
    • Book Bible data (characters, locations, timeline)
    • Voice Profile (so output matches author's style)
    • Style Guide rules
    • Active project context
  3. Execute: Run steps sequentially, passing output variables between steps
  4. Route: Use AuthorClaw's smart AI routing per step:
    • "model": "auto" → Let AuthorClaw pick the best provider
    • "model": "creative" → Route to Claude or GPT-4o
    • "model": "fast" → Route to Ollama or Gemini
    • "model": "cheap" → Route to DeepSeek
  5. Save: Store all outputs in the project workspace
  6. Review: Present results with option to re-run any step

Read the full file on GitHub · 104 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 104 lines · 19 tokens per session scan A 7186ff78e524

Subscribe to this mod's changes

ws-workflow-engine-bridge is a skill published in the GitHub repository Ckokoski/AuthorAgent (103 stars, last pushed 1mo ago), licensed MIT. It adds 19 tokens to every session and 904 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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