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Parallel Tool Orchestrator — measured AI agent skill | DecimalAI

stijnman/parallel-tool-orchestrator

SkillScore91Maintained

Runs independent tool calls in parallel for latency reduction. Use when mult iple reads/searches needed or user says parallel tools, run concurrently. Tr iggers: parallel tools, run concurrently, batch requests, parallelize.

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-parallel-tool-orchestrator

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/stijnman-parallel-tool-orchestrator/SKILL.md

Raw file: /s/stijnman-parallel-tool-orchestrator/SKILL.md ↗ · machine-readable summary at /s/stijnman-parallel-tool-orchestrator.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

22 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 — +23% lift-35% tokens0% turns91% of whole cases pass with skill (20/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-07	✗→✓	▲ Improved	-26%	0%
case-01	✗→✓	▲ Improved	-32%	0%
case-02	✗→✓	▲ Improved	-9%	0%
case-14	✗→✓	▲ Improved	-10%	0%
case-20	✗→✓	▲ Improved	-65%	0%

Showing 5 of 22 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/parallel-tool-orchestrator/SKILL.md

View on GitHub ↗

License MITImported 8/1/2026Version v1

Skill contents

SKILL.md

Parallel Tool Orchestrator

When to Use

User says parallel tools or task matches this capability
User says run concurrently or task matches this capability
User says batch requests or task matches this capability
User says parallelize or task matches this capability

Workflow

Identify independent tool calls in plan.
Batch parallel execution (max 5 concurrent).
Collect results; handle partial failures.
Continue sequential steps that depend on results.

Integrations

performance-optimizer
bottleneck-resolver
multi-agent-orchestrator

Error Handling

| Failure | Response | |---------|----------| | Rate limited | Backoff exponentially; reduce concurrency. |

Gotchas

Never parallelize dependent or destructive operations.

Example

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

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