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Agent Development Workflow · majiayu000 | DecimalAI

agent toolingby majiayu000

Agent Development Workflow

majiayu000/hive

Source majiayu000/claude-skill-registry ↗License MIT

Complete workflow for building, implementing, and testing goal-driven agents. Orchestrates hive-* skills.

NewMaintained

Automatic

AI Engineer pack

Last verified 9/1/2026

What it changes

7 of 22 test cases passed with the skill.

Pass-rate lift: —
Tokens: +141%
Agent turns: 0%
Response time: -35%

Model gemini-3.6-flashMeasured 9/1/2026v17 of 22 cases passed with skill · 7 comparable

Tokens, turns and time describe resource use, not a dollar price.

Lift withheld: 7 comparable cases; this report requires 8.

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/majiayu000-hive/SKILL.md https://app.decimal.ai/s/majiayu000-hive/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add majiayu000-hive, 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/majiayu000-hive/ and pins it in .decimal/skills.lock

decimalai skills add majiayu000-hive

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

curl -fsSL --create-dirs -o .claude/skills/majiayu000-hive/SKILL.md https://app.decimal.ai/s/majiayu000-hive/SKILL.md

Raw file: /s/majiayu000-hive/SKILL.md ↗ · machine-readable summary at /s/majiayu000-hive.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 5

Prompt

When running automated testing for an agent package called 'analyst_agent', in which specific directory will the generated pytest test files be created?

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies the test output directory as exports/analyst_agent/tests/	Missed	Passed

case-13 · gemini-3.6-flash · 9/1/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md509 linessingle file

Agent Development Workflow

THIS IS AN EXECUTABLE WORKFLOW. DO NOT explore the codebase or read source files. ROUTE to the correct skill IMMEDIATELY.

When this skill is loaded, ALWAYS use the AskUserQuestion tool to present options:

Use AskUserQuestion with these options:
- "Build a new agent" → Then invoke /hive-create
- "Test an existing agent" → Then invoke /hive-test
- "Learn agent concepts" → Then invoke /hive-concepts
- "Optimize agent design" → Then invoke /hive-patterns
- "Set up credentials" → Then invoke /hive-credentials
- "Debug a failing agent" → Then invoke /hive-debugger
- "Other" (please describe what you want to achieve)

DO NOT: Read source files, explore the codebase, search for code, or do any investigation before routing. The sub-skills handle all of that.

Complete Standard Operating Procedure (SOP) for building production-ready goal-driven agents.

Overview

This workflow orchestrates specialized skills to take you from initial concept to production-ready agent:

Understand Concepts → /hive-concepts (optional)
Build Structure → /hive-create
Optimize Design → /hive-patterns (optional)
Setup Credentials → /hive-credentials (if agent uses tools requiring API keys)
Test & Validate → /hive-test
Debug Issues → /hive-debugger (if agent fails at runtime)

When to Use This Workflow

Use this meta-skill when:

Starting a new agent from scratch
Unclear which skill to use first
Need end-to-end guidance for agent development

Track record

Benchmark

7 / 22

test cases passed with the skill

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 — 8/10/2026

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

majiayu000 / claude-skill-registry

skills/agent/hive-aden-hive-hive/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/10/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

majiayu000/building-agents-constructionStep-by-step guide for building goal-driven agents. Creates package structure, defines goals, adds nodes, connects edges, and finalizes agent class. Use when actively building an agent.Close match+41 pp pass-rate lift

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

Agent Development Workflow

Overview

When to Use This Workflow

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills