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Agent skill

Develop Workflow

by fl-sean03 in fl-sean03/OpenSDL

Design, change, validate, and test an OpenSDL workflow through a simulation manifest.

Apache-2.0Auto-check passedAgent Workflows

Install Develop Workflow

skills CLI
$ npx skills add fl-sean03/OpenSDL --skill develop-workflow -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install fl-sean03/OpenSDL develop-workflow --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/fl-sean03/OpenSDL.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/develop-workflow .claude/skills/develop-workflow && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
develop-workflow
GitHub stars
107
Token cost
~462 tokens
SKILL.md length
216 words
Files
2
Skills in repo
11
Repo updated
First seen
Licence
Apache-2.0

At a glance

Design, change, validate, and test an OpenSDL workflow through a simulation manifest.

  • Works in 8 steps: Read the manifest, capability contracts,… → Confirm that spec.environment is… → Define typed inputs, step dependencies,… → …
  • Iterating on a laboratory workflow without live equipment
  • SKILL.md covers Inputs, Procedure, Completion and Stop conditions
  • Runs Shell scripts from its folder; calls uv

What it does

Develop Workflow is an agent skill from fl-sean03/OpenSDL. Design, change, validate, and test an OpenSDL workflow through a simulation manifest. Use when building or iterating on a laboratory workflow without live equipment.

Its SKILL.md is about 460 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `run.sh`).

It sits in Agent Workflows. The repository describes itself as: A modular Python foundation for reproducible computational and autonomous laboratories. Alpha; the reference profile is simulator-only. The licence is Apache-2.0.

When your agent uses it

  • Iterating on a laboratory workflow without live equipment

Example prompts

  • “/develop-workflow”

Requirements

  • A Bash shell

Workflow steps

8 steps, taken from the first numbered list in SKILL.md.

  1. Read the manifest, capability contracts, and a nearby tested workflow.
  2. Confirm that spec.environment is simulation, review every enabled adapter, and trace every
  3. Define typed inputs, step dependencies, value bindings, resources, timeouts, retries, and outputs.
  4. Add or update focused workflow validation and execution tests.
  5. Run uv run --locked opensdl validate MANIFEST --workflow WORKFLOW.
  6. Run .agents/skills/develop-workflow/run.sh WORKFLOW MANIFEST 'INPUTS_JSON'. Before the runtime
  7. Inspect failure events when the run does not complete. Use debug-run for a persisted failure.
  8. Export the run when the user needs portable execution evidence.

What it can do on your machine

Read from SKILL.md and the folder at commit 43f4988. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships script files (Shell), which the agent can run.

    Shell commands in SKILL.md call:

    • uv

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Develop Workflow loads about 462 tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 216 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~46
When it runs · the whole SKILL.md, loaded when a task matches
~462

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from fl-sean03/OpenSDL at commit 43f4988, republished under its Apache-2.0 licence (© fl-sean03). 216 words, ~462 tokens.

Download SKILL.mdSave it as .claude/skills/develop-workflow/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
develop-workflow
description
Design, change, validate, and test an OpenSDL workflow through a simulation manifest. Use when building or iterating on a laboratory workflow without live equipment.

Develop a simulated workflow

Inputs

  • simulation manifest path
  • workflow path
  • intended inputs, outputs, and failure behavior
  • representative JSON inputs

Procedure

  1. Read the manifest, capability contracts, and a nearby tested workflow.
  2. Confirm that spec.environment is simulation, review every enabled adapter, and trace every selected capability through its enabled binding to the intended adapter plugin.
  3. Define typed inputs, step dependencies, value bindings, resources, timeouts, retries, and outputs.
  4. Add or update focused workflow validation and execution tests.
  5. Run uv run --locked opensdl validate MANIFEST --workflow WORKFLOW.
  6. Run .agents/skills/develop-workflow/run.sh WORKFLOW MANIFEST 'INPUTS_JSON'. Before the runtime starts any adapter, the helper permits only the reviewed OpenSDL reference simulated-lab, local-compute, and human-task entry points and verifies every enabled plugin's module and distribution provenance. Qualify and review any addition before changing that allowlist.
  7. Inspect failure events when the run does not complete. Use debug-run for a persisted failure.
  8. Export the run when the user needs portable execution evidence.

Completion

The workflow validates, its tests pass, and a representative simulation run produces the expected outputs and persisted evidence.

Stop conditions

Stop before execution when the manifest environment is not simulation, a binding is missing or ambiguous, any enabled plugin is outside the reviewed simulation allowlist, or the workflow needs an operation that no typed capability provides.

© fl-sean03, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in .agents/skills/develop-workflow of fl-sean03/OpenSDL.

  • SKILL.md
  • run.sh

Open the folder on GitHubat commit 43f4988

Compare with similar skills

Develop Workflow next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Develop Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Develop Workflow this skillfl-sean03/OpenSDL107—~462Automated safety check: PassApache-2.0
MCP Server Builderanthropics/skills180k64 repos~2.3kAutomated safety check: PassApache-2.0
Hook Development for Claude Code Pluginsanthropics/claude-plugins-official38k11 repos~4.1kAutomated safety check: NotesApache-2.0
Using Superpowersfarm-fe/farm5.6k35 repos~1.4kAutomated safety check: PassMIT
Executing Plans Inlineobra/superpowers296k2 repos~5.1kAutomated safety check: PassMIT
Claude Code Agent Developmentanthropics/claude-plugins-official38k8 repos~2.8kAutomated safety check: PassApache-2.0

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More from fl-sean03/OpenSDL

All 11 skills in this repo

  • Author Skill

    fl-sean03/OpenSDL

    Create, revise, split, or remove an OpenSDL repository skill.

    107 GitHub stars~440 tokensUpdated 3 days ago
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  • Create Lab

    fl-sean03/OpenSDL

    Create a simulator-first organization laboratory scaffold with policy and validation.

    107 GitHub stars~441 tokensUpdated 3 days ago
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  • Debug Run

    fl-sean03/OpenSDL

    Diagnose a failed OpenSDL run, reproduce it in simulation, and validate the smallest correct fix.

    107 GitHub stars~438 tokensUpdated 3 days ago
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  • Design Lab

    fl-sean03/OpenSDL

    Scope the physical and interface design of a laboratory before configuring it.

    107 GitHub stars~1.2k tokensUpdated 3 days ago
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  • Orient Lab

    fl-sean03/OpenSDL

    Inspect the current OpenSDL repository and declared laboratory state.

    107 GitHub stars~534 tokensUpdated 3 days ago
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  • Release

    fl-sean03/OpenSDL

    Build and validate OpenSDL release candidates by synchronizing versions and producing every workspace distribution locally.

    107 GitHub stars~580 tokensUpdated 3 days ago
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Categories

Questions about Develop Workflow

What does Develop Workflow do?

Design, change, validate, and test an OpenSDL workflow through a simulation manifest. Develop Workflow is an agent skill from fl-sean03/OpenSDL. Design, change, validate, and test an OpenSDL workflow through a simulation manifest.

When should I use Develop Workflow?

Develop Workflow fits situations like: iterating on a laboratory workflow without live equipment.

How do I install Develop Workflow in Claude Code?

Run `npx skills add fl-sean03/OpenSDL --skill develop-workflow -a claude-code`. Or copy the skill folder (.agents/skills/develop-workflow in fl-sean03/OpenSDL) into .claude/skills/develop-workflow in your project. Claude Code loads it when a task matches its description.

How do I install Develop Workflow in Codex?

Run `npx skills add fl-sean03/OpenSDL --skill develop-workflow -a codex`. Or copy the skill folder (.agents/skills/develop-workflow in fl-sean03/OpenSDL) into .agents/skills/develop-workflow in your project. Codex loads it when a task matches its description.

Can I use Develop Workflow in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add fl-sean03/OpenSDL --skill develop-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/develop-workflow, .gemini/skills/develop-workflow, .github/skills/develop-workflow and .opencode/skills/develop-workflow in your project.

What does Develop Workflow need to run?

Going by SKILL.md and its folder, Develop Workflow needs a shell for the scripts in its folder and the command-line tools its instructions call (uv). Our summary lists: A Bash shell.

Does Develop Workflow access the network?

SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Develop Workflow safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Develop Workflow use?

Develop Workflow is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Develop Workflow use?

About 462 tokens (SKILL.md is roughly 1.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Develop Workflow?

Skills that share tags, products or a category with Develop Workflow: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 296k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Develop Workflow?

fl-sean03 (a GitHub user) maintains it in fl-sean03/OpenSDL, which has 107 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 4, 2026.

Source: fl-sean03/OpenSDL on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.