Workflow Foundry
Find recurring work, test whether it merits a skill, then create it or connect it into a coordinated agent workflow.
Workflow Foundry is for recurring knowledge work that is still handled from scratch each time. It helps with problems such as:
- Repeated tasks depend on memory: people keep reconstructing the steps, context and standards.
- A useful idea may not be a real workflow: it tests whether the task recurs and produces a clear result before you invest in a skill.
- Skills get built too early: a small pilot can reveal whether the process works, needs revision or should be dropped.
- Skills overlap or sit unused: it helps identify where a new skill fits and whether it needs to connect to others.
- Multi-step work has messy handoffs: it clarifies which skill or agent acts at each stage and what information passes between them.
- Results vary between runs: a defined workflow and review points make the work more consistent.
In practice, that could mean turning a repeated research, curriculum-design, writing or product-development process into a tested, reusable skill—or a coordinated set of skills.
Short guide: from hidden workflow to working skill
The sequence moves from finding a repeatable task to testing it, then building a skill. Add Agent Workflow Architect when several skills need to work together.
- Find a candidate — Find Hidden Workflows
Ask it to analyse your accessible history and return five evidence-backed workflow candidates. Choose one that recurs and has a clear result. - Test the candidate — Workflow Pilot Designer
Give it one realistic example of the task. Ask it to define what a good result looks like, compare the proposed workflow with your usual approach, and recommend whether to build, revise or drop it. - Plan the connections — Agent Workflow Architect (optional)
Use this when the candidate depends on other skills or should be part of a larger process. Ask it to define the stages, handoffs, inputs and outputs, and review points. - Create the skill — Skill Creator
Pass it the selected workflow and pilot findings. Ask it to shape the skill’s purpose, triggers, steps, outputs and test cases, then create and validate it.
Example handoff prompt:
Use Skill Creator to develop a skill from this candidate and its pilot: [paste the candidate and test results]. Preserve the evidence, intended use and limitations. Help me settle any open design choices before creating it.
Run each stage separately and carry the previous stage’s output forward. Workflow Pilot Designer and Agent Workflow Architect are proposed companions; they are not in the currently available skills list.
Works with every agent that reads SKILL.md — Claude Code, Cursor, Codex CLI, Gemini CLI, GitHub Copilot, Windsurf, OpenClaw, and more.
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What's included
3 skills
Transform disconnected specialist agents into a coordinated pipeline with defined handoffs, gates, and recovery paths.
Test and validate agent workflow improvements against baselines before committing to full development.
Analyse your chat history to uncover, score, and formalize hidden recurring workflows into reusable AI agent skills.
See it in action
agent workflow architect
Example session with this skill installed
Design a workflow for an automated blog engine. I have a 'Researcher' agent, a 'Writer' agent, and an 'SEO-Auditor' agent. The final output must be a Markdown file ready for Hugo.
- Read your context and instructions
- Compiled the agent workflow architect
- Generated the UI component
I have mapped the coordination logic for your automated blog engine. The workflow prioritizes factual grounding and SEO compliance before the final export.
Automated Blog Engine Specification
Workflow Topology
graph TD
A[Start: Topic/Keywords] --> B(Research Stage)
B --> C{Quality Gate 1}
C -- Fail --> B
C -- Pass --> D(Drafting Stage)
D --> E(SEO Audit Stage)
E --> F{Quality Gate 2}
F -- Revision Needed --> D
F -- Approved --> G[Final Markdown Export]
Stage Definitions
| Stage | Owner | Input | Output | Success Criteria |
|---|---|---|---|---|
| Research | Researcher | Primary Keywords | Verified Fact Sheet | Min 5 cited sources; no dead links. |
| Drafting | Writer | Fact Sheet | Hugo-formatted Draft | Front-matter present; matches Fact Sheet. |
| SEO Audit | SEO-Auditor | Markdown Draft | Audit Report | Score > 80; keyword density 1-2%. |
Handoff & Shared Context
- Shared Context Object: Contains
target_keywords,source_links, andaudit_score.
Rejection Loop: If SEO-Auditor fails the draft, it must provide a diff of missing keywords to the Writer for the revision stage.
*
Final Acceptance: Final artifact must be a single .md file with Hugo-compatible YAML front-matter (date, title, tags).
Next steps
- Define the specific prompt templates for the Researcher to ensure source URLs are captured.
- Configure the SEO-Auditor threshold for the "Revision Needed" branch.
- Implement the orchestration logic in your preferred framework using these state transitions.
agent-workflow-architect.tsx
TSX · React component
Example file from a real run - the skill writes it into your workspace.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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