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Workflow Composer · stijnman | DecimalAI

agent toolingby stijnman

Workflow Composer

stijnman/workflow-composer

Source stijnman/grok-custom-skills ↗License MIT

Composes linear and branching workflows from goals and constraints.

SkillScore50Maintained

Automatic

Project Management pack

Last verified 8/28/2026

What it changes

Passed 11 of 22 test cases with the skill, and 8 of 22 without it.

Without skill36%

With skill50%

Checks it passed that the model alone missed

Defines inputs and outputs for each step
References skill-synergy-orchestrator for managing multi-tool interactions
Identifies adaptive-workflow-composer for handling dynamic DAG compositions

3 fixed8 passed either way11 still failing0 broke

Pass-rate lift: +14 pp
Tokens: +5%
Agent turns: 0%
Response time: -6%

Model gemini-3.6-flashMeasured 8/28/2026v211 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/stijnman-workflow-composer/SKILL.md https://app.decimal.ai/s/stijnman-workflow-composer/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add stijnman-workflow-composer, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/stijnman-workflow-composer/ and pins it in .decimal/skills.lock

decimalai skills add stijnman-workflow-composer

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/stijnman-workflow-composer/SKILL.md https://app.decimal.ai/s/stijnman-workflow-composer/SKILL.md

Raw file: /s/stijnman-workflow-composer/SKILL.md ↗ · machine-readable summary at /s/stijnman-workflow-composer.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

We are designing a complex DAG workflow with dynamic runtime loops and non-linear paths. Which component handles dynamic directed acyclic graph compositions?

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies adaptive-workflow-composer for handling dynamic DAG compositions	Missed	Passed

case-17 · gemini-3.6-flash · 8/28/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md35 linessingle file

Workflow Composer

When to Use

User says compose workflow or task matches this capability
User says build plan or task matches this capability
User says workflow plan or task matches this capability
User says step by step plan or task matches this capability

Workflow

Define goal, constraints, and success criteria.
Break into steps with inputs/outputs per step.
Assign skills or tools per step.
Output markdown workflow doc with checklist.

Integrations

adaptive-workflow-composer
goal-verifier
skill-synergy-orchestrator

Error Handling

Failure	Response
Scope creep	Cap at 15 steps; split into phases if larger.

Gotchas

workflow-composer is linear; use adaptive-workflow-composer for DAGs.

Example

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

Track record

Benchmark

11 / 22

test cases passed, vs 8 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 8/15/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

stijnman / grok-custom-skills

.grok/skills/workflow-composer/SKILL.md

View on GitHub ↗

License MITImported 8/15/2026Version v2

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

stijnman/adaptive-workflow-composerComposes multi-step agent workflows from goals and available skills. Use whe ntasks need orchestration or user says compose workflow, plan steps, adaptiv epipeline. Triggers: compose workflow, plan steps.Close match+41 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Workflow Composer

When to Use

Workflow

Integrations

Error Handling

Gotchas

Example

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills