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Dispatching Parallel Agents · a5c-ai | DecimalAI

agent toolingby a5c-ai

Dispatching Parallel Agents

a5c-ai/dispatching-parallel-agents

Source a5c-ai/babysitter ↗License MIT

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies.

SkillScore91Maintained

Automatic

AI Engineer pack

Last verified 8/1/2026

What it changes

Passed 19 of 21 test cases with the skill, and 4 of 21 without it.

Without skill18%

With skill91%

Checks it passed that the model alone missed

Uses ctx.parallel.all to dispatch tasks.
Uses ctx.parallel.all for concurrent execution.
Executes parallel calls using ctx.parallel.all.

and 18 more in the full report

16 fixed4 passed either way2 still failing0 broke

Pass-rate lift: +73 pp
Tokens: -47%
Agent turns: 0%
Response time: -57%

Model gemini-3.6-flashMeasured 8/1/2026v120 of 22 cases passed with skill · 21 comparable

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/a5c-ai-dispatching-parallel-agents/SKILL.md https://app.decimal.ai/s/a5c-ai-dispatching-parallel-agents/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add a5c-ai-dispatching-parallel-agents, 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/a5c-ai-dispatching-parallel-agents/ and pins it in .decimal/skills.lock

decimalai skills add a5c-ai-dispatching-parallel-agents

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

curl -fsSL --create-dirs -o .claude/skills/a5c-ai-dispatching-parallel-agents/SKILL.md https://app.decimal.ai/s/a5c-ai-dispatching-parallel-agents/SKILL.md

Raw file: /s/a5c-ai-dispatching-parallel-agents/SKILL.md ↗ · machine-readable summary at /s/a5c-ai-dispatching-parallel-agents.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 16

Prompt

When executing parallel agent investigations using the superpowers framework, which function or mechanism is specified for executing all parallel agent dispatches concurrently?

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies ctx.parallel.all as the execution mechanism for parallel dispatches.	Missed	Passed

case-07 · gemini-3.6-flash · 8/1/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md24 linessingle file

Multiple subsystems broken independently
Each problem understood without context from others
No shared state between investigations

When NOT to Use

Failures are related (fix one might fix others)
Need full system state understanding
Agents would interfere (editing same files)

Process

Identify independent domains
Dispatch agents in parallel (ctx.parallel.all)
Check for conflicts between solutions
Run full test suite to verify integration

Agents Used

Process agents defined in dispatching-parallel-agents.js

Tool Use

Invoke via babysitter process: methodologies/superpowers/dispatching-parallel-agents

Track record

Benchmark

19 / 21

test cases passed, vs 4 / 21 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 v4 — 7/31/2026

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

a5c-ai / babysitter

library/methodologies/superpowers/skills/dispatching-parallel-agents/SKILL.md

View on GitHub ↗

License MITImported 7/31/2026Version v1

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