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Adaptive Workflow Composer — measured AI agent skill | DecimalAI

stijnman/adaptive-workflow-composer

SkillScore83Maintained

Composes 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.

by stijnman

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

AI Engineer pack

decimalai skills pull stijnman-adaptive-workflow-composer

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/stijnman-adaptive-workflow-composer/SKILL.md

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

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

23 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 7d ago

Yes — +43% lift-34% tokens0% turns83% of whole cases pass with skill (19/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-03	✗→✓	▲ Improved	-47%	0%
case-04	✗→✓	▲ Improved	-24%	0%
case-07	✗→✓	▲ Improved	-53%	0%
case-08	✗→✓	▲ Improved	-43%	0%
case-09	✗→✓	▲ Improved	-41%	0%

Showing 5 of 23 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

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/adaptive-workflow-composer/SKILL.md

View on GitHub ↗

License MITImported 8/1/2026Version v1

Skill contents

SKILL.md

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

Parse goal into subtasks with dependencies.
Map subtasks to installed skills via tool-discovery-engine.
Order steps; identify parallelizable segments.
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.

Want to see if stijnman/adaptive-workflow-composer would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.