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Flow · sundial-org | DecimalAI

agent toolingby sundial-org

Flow

sundial-org/flow

Source sundial-org/awesome-openclaw-skills ↗License Not recorded

Intelligent skill orchestrator that compiles natural language requests into secure, reusable workflows

SkillScore100Maintained

Automatic

AI Engineer pack

Last verified 8/19/2026

What it changes

Passed 23 of 23 test cases with the skill, and 9 of 23 without it.

Without skill39%

With skill100%

Checks it passed that the model alone missed

The response identifies @bvinci1-design as the author.
The response utilizes flow.py as the workflow orchestrator.
The response specifies skill_registry.py as the database module.

and 14 more in the full report

14 fixed9 passed either way0 still failing0 broke

Pass-rate lift: +61 pp
Tokens: -25%
Agent turns: 0%
Response time: -49%

Model gemini-3.6-flashMeasured 8/19/2026v123 of 23 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/sundial-org-flow/SKILL.md https://app.decimal.ai/s/sundial-org-flow/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add sundial-org-flow, 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/sundial-org-flow/ and pins it in .decimal/skills.lock

decimalai skills add sundial-org-flow

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

curl -fsSL --create-dirs -o .claude/skills/sundial-org-flow/SKILL.md https://app.decimal.ai/s/sundial-org-flow/SKILL.md

Raw file: /s/sundial-org-flow/SKILL.md ↗ · machine-readable summary at /s/sundial-org-flow.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 14

Prompt

Which module within the skill orchestrator architecture manages the database of reusable skills and skill components?

What was checked, without and with the skill
Checked	Without skill	With skill
The response specifies skill_registry.py as the database module.	Missed	Passed

case-14 · gemini-3.6-flash · 8/19/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md65 linessingle file

Flow

Intelligent Skill Orchestrator for Clawdbot/MCP - compose natural language requests into secure, reusable FLOW skills.

Capabilities

Parse natural language build requests
Search skill registry for reusable components
Security scan all skills before composition
Compile multiple skills into unified FLOW
Track skill usage for intelligent reuse
Dependency resolution with topological sorting

How It Works

Natural Language Input: Describe what you want to build
Intent Parsing: Extract capabilities, tags, and execution steps
Registry Search: Find existing skills that match requirements
Security Scan: Check all components for malicious patterns
Composition: Merge skills into single executable FLOW
Registration: Save new FLOW for future reuse

Usage

Interactive Mode

python flow.py
Flow> Build a web scraper that extracts prices and saves to CSV

CLI Mode

python flow.py "Create an automation that monitors API endpoints"

List Skills

python flow.py --list

Track record

Benchmark

23 / 23

test cases passed, vs 9 / 23 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 — 8/3/2026

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

sundial-org / awesome-openclaw-skills

skills/flow/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

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

Flow

Capabilities

How It Works

Usage

Interactive Mode

CLI Mode

List Skills

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills