adaptive-workflow-composer

adaptive-workflow-composer is a skill for Claude Code, Codex from Stijnman/grok-custom-skills. It costs 34 tokens per session (324 once invoked), scanned A, original, MIT.

A planner that turns a goal into a sequence of smaller tasks and matches those tasks to available skills. It can represent the order and dependencies between the steps.

In plain words
What is it for?
Use it to compose workflows, plan task steps, build adaptive pipelines, and coordinate several skills with fallback paths.
Why use it?
It helps organize multi-step work when some tasks depend on others or can run at the same time. If no suitable skill exists, it identifies that gap.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to compose workflows, plan task steps, build adaptive pipelines, and coordinate several skills with fallback paths.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/stijnman/grok-custom-skills/adaptive-workflow-composer
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.

Any agent
npx skills add Stijnman/grok-custom-skills --skill adaptive-workflow-composer
Clone the repo
git clone --depth 1 https://github.com/Stijnman/grok-custom-skills

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 adaptive-workflow-composer

README.md
[![agentmods](https://agentmods.dev/badge/skills/stijnman/grok-custom-skills/adaptive-workflow-composer/github.svg)](https://agentmods.dev/skills/stijnman/grok-custom-skills/adaptive-workflow-composer)
Your own site
<a href="https://agentmods.dev/skills/stijnman/grok-custom-skills/adaptive-workflow-composer"><img src="https://agentmods.dev/badge/skills/stijnman/grok-custom-skills/adaptive-workflow-composer/github.svg" alt="Measured on agentmods" height="20"></a>

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 adaptive-workflow-composer

Your own site · 80×15
<a href="https://agentmods.dev/skills/stijnman/grok-custom-skills/adaptive-workflow-composer"><img src="https://agentmods.dev/badge/skills/stijnman/grok-custom-skills/adaptive-workflow-composer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 324 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.
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 $0.00034 $0.00324
Opus 5 $0.00017 $0.00162
Sonnet 5 $0.00007 $0.00065
Haiku 4.5 $0.00003 $0.00032

Measured 11d ago against content hash 3ef55be6c6e0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

adaptive-workflow-composer 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 11d 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.

.grok/skills/adaptive-workflow-composer/SKILL.md · 48 lines

What it actually says

Adaptive Workflow Composer

When to Use

  • User says compose workflow or task matches this capability
  • User says plan steps or task matches this capability
  • User says adaptive pipeline or task matches this capability
  • User says orchestrate task or task matches this capability

Workflow

  1. Parse goal into subtasks with dependencies.
  2. Map subtasks to installed skills via tool-discovery-engine.
  3. Order steps; identify parallelizable segments.
  4. Output workflow DAG with skill assignments and fallbacks.

Integrations

  • workflow-composer
  • multi-agent-orchestrator
  • tool-discovery-engine

Error Handling

Failure Response
No matching skill Suggest natural-language-to-skill or manual step.

Gotchas

  • Prefer fewer steps; merge trivial subtasks.

Example

Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.

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. 11d ago First seen · 48 lines · 34 tokens per session scan A 3ef55be6c6e0

Subscribe to this mod's changes

adaptive-workflow-composer is a skill published in the GitHub repository Stijnman/grok-custom-skills (9 stars, last pushed yesterday), licensed MIT. It adds 34 tokens to every session and 324 once invoked, about $0.0002 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 2026-08-31.

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