fastworkflow: Skill for Claude Code

.claude/skills/fastworkflow-config-and-flags/SKILL.md

fastworkflow-config-and-flags is a skill for Claude Code from radiantlogicinc/fastworkflow. It costs 185 tokens per session (8,508 once invoked), scanned A, original, Apache-2.0.

A reference for fastWorkflow configuration, command-line options, model routing, server settings, and environment variables. It explains terms such as dotenv files, LiteLLM, and DSPy in plain language.

In plain words
What is it for?
Use it to look up environment variables, CLI flags, model and proxy settings, JWT options, and the differences between configuration files and exported process settings.
Why use it?
It helps identify which settings control a workflow and what each setting affects. This reduces configuration mistakes caused by confusing file, environment, model, or server behavior.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: reads .claude/ paths.

This is radiantlogicinc/fastworkflow's own configuration. It tells Claude Code how to work on fastworkflow itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything fastworkflow configures →

Reuse

Borrowing it

Nothing to install: this file belongs to radiantlogicinc/fastworkflow. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/radiantlogicinc/fastworkflow/main/.claude/skills/fastworkflow-config-and-flags/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/radiantlogicinc/fastworkflow

Made for: Claude Code.

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 fastworkflow-config-and-flags

README.md
[![agentmods](https://agentmods.dev/badge/skills/radiantlogicinc/fastworkflow/fastworkflow-config-and-flags/github.svg)](https://agentmods.dev/skills/radiantlogicinc/fastworkflow/fastworkflow-config-and-flags)
Your own site
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Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for fastworkflow-config-and-flags

Your own site · 80×15
<a href="https://agentmods.dev/skills/radiantlogicinc/fastworkflow/fastworkflow-config-and-flags"><img src="https://agentmods.dev/badge/skills/radiantlogicinc/fastworkflow/fastworkflow-config-and-flags.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 185 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 8,508 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Privilege Escalation · line 76
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • high Privilege Escalation · line 216
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
How audits are shown
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 $0.00185 $0.08508
Opus 5.5 $0.00074 $0.03403
Sonnet 5.5 $0.00037 $0.01702
Haiku 4.5 $0.00018 $0.00851

Measured 13d ago against content hash 82fdeedf448a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

fastworkflow-config-and-flags 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 13d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/audit_env_catalog.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

.claude/skills/fastworkflow-config-and-flags/SKILL.md · 352 lines

How it starts

The opening of the file, as written. The whole thing — 352 lines — stays where its author put it; the contents beside it link to each section on GitHub.

fastWorkflow Configuration and Flags Catalog

Facts verified 2026-07-09 against v2.22.2 (commit c33b9a5). Every file:line below was checked against the working tree on that date. If you are reading this later, run the re-verification commands in "Provenance and maintenance" before trusting line numbers.

Jargon, defined once:

  • dotenv file — a KEY=value text file parsed by python-dotenv's dotenv_values(). It is NOT automatically exported to the process environment.
  • LiteLLM — the multi-provider LLM client library; model strings look like mistral/mistral-small-latest. LiteLLM Proxy — a separate gateway server; model strings get the litellm_proxy/ prefix and calls go to LITELLM_PROXY_API_BASE.
  • DSPy — the LLM-programming library fastWorkflow uses for agent/planner/param-extraction calls; dspy.LM wraps a LiteLLM model string.
  • LLM role — fastWorkflow assigns a separate model + API key pair per job (agent, planner, parameter extraction, synthetic data generation, ...), so each role can use a different model.

When to use / when NOT to use

Use this skill when you need to:

  • Look up any env var: its default, consumer, and sharp edges (Section 3).
  • Understand why a shell export is ignored (Section 2 — the precedence trap).
  • Look up a CLI subcommand/flag, including the ones the --help text lies about (Section 5).
  • Add a new env var or CLI flag correctly (Section 7 checklist).

Use a sibling skill instead when you need:

  • fastworkflow-run-and-operate — actually running workflows/the server; artifact layout; endpoints.
  • fastworkflow-build-and-env — creating the dev environment from scratch; provisioning secrets.
  • fastworkflow-nlu-pipeline-reference — what the LLM roles and intent models do.
  • fastworkflow-debugging-playbook — symptom-first triage when you don't yet know it's config.
  • fastworkflow-change-control — whether you are allowed to change a default.

1. The two-dotenv-file contract

Read the full file on GitHub · 352 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 13d ago Changed · -2 lines 82fdeedf448a
  2. 25d ago Changed · +1 lines 6913b4ef42f3
  3. 1mo ago Changed · +30 lines e3339127223d
  4. 2mo ago First seen · 323 lines · 185 tokens per session scan A 01879db2498e

Subscribe to this mod's changes

fastworkflow-config-and-flags is a skill published in the GitHub repository radiantlogicinc/fastworkflow (52 stars, last pushed 13d ago), licensed Apache-2.0. It adds 185 tokens to every session and 8,508 once invoked, about $0.0007 per session on Opus 5.5. 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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