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Quick Flow — measured AI agent skill | DecimalAI

a5c-ai/quick-flow

SkillScore50Maintained

Lean solo-developer workflow for rapid spec-to-implementation with minimal overhead.

by a5c-ai

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

Automatic

Coding pack

decimalai skills pull a5c-ai-quick-flow

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/a5c-ai-quick-flow/SKILL.md

Raw file: /s/a5c-ai-quick-flow/SKILL.md ↗ · machine-readable summary at /s/a5c-ai-quick-flow.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 9d ago

Yes — +27% lift-2% tokens0% turns50% of whole cases pass with skill (11/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-04	✗→✓	▲ Improved	4%	0%
case-09	✗→✓	▲ Improved	-11%	0%
case-10	✗→✓	▲ Improved	3%	0%
case-12	✗→✓	▲ Improved	-15%	0%
case-16	✗→✓	▲ Improved	3%	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 — 7/31/2026

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

a5c-ai / babysitter

library/methodologies/bmad-method/skills/quick-flow/SKILL.md

View on GitHub ↗

License MITImported 7/31/2026Version v1

Skill contents

SKILL.md

Quick Flow

Lean solo-developer workflow for rapid spec-to-implementation with minimal overhead.

Agent

Barry (Solo Dev) - bmad-solodev-barry

Workflow

Quick Spec: Create technical specification with stories
Quick Dev: Implement each story with tests
Code Review: Multi-dimensional quality assessment

Inputs

projectName - Project name
projectDescription - Project requirements
techStack - Preferred technology stack (optional)
storyCount - Number of stories (default: 5)

Outputs

Technical specification with architecture decisions
Implementation results per story
Multi-dimensional code review with 0-100 score
Summary for stakeholder communication

Process Files

bmad-quick-flow.js - Complete Quick Flow lifecycle

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