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Create a Checklist with embedded agents inventory for Java · jabrena | DecimalAI

documentationby jabrena

Create a Checklist with embedded agents inventory for Java

jabrena/002-agents-inventory

Source jabrena/plinth ↗License Apache-2.0

Use when you need to generate a checklist document with embedded agents inventory, following the embedded template exactly and producing INVENTORY-AGENTS-JAVA.md in the project root. This should trigger for requests such as Create embedded agents inventory checklist; Generate INVENTORY-AGENTS-JAVA.md; Use @002-agents-inventory; Inventory embedded Java agent definitions; List generated agent roles for Java development. Part of Plinth Toolkit

SkillScore55Maintained

Automatic

Doc Ops pack

Last verified 8/20/2026

What it changes

Passed 8 of 15 test cases with the skill, and 5 of 15 without it.

Without skill32%

With skill55%

Checks it passed that the model alone missed

The response specifies INVENTORY-AGENTS-JAVA.md.
The response asks for user confirmation before adding extra agent rows.
The response asks for user confirmation before embedding secret credentials.

and 7 more in the full report

8 fixed4 passed either way7 still failing3 broke

Pass-rate lift: +23 pp
Tokens: -37%
Agent turns: 0%
Response time: -55%

Model gemini-3.6-flashMeasured 8/20/2026v112 of 22 cases passed with skill · 15 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/jabrena-002-agents-inventory/SKILL.md https://app.decimal.ai/s/jabrena-002-agents-inventory/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add jabrena-002-agents-inventory, 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/jabrena-002-agents-inventory/ and pins it in .decimal/skills.lock

decimalai skills add jabrena-002-agents-inventory

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

curl -fsSL --create-dirs -o .claude/skills/jabrena-002-agents-inventory/SKILL.md https://app.decimal.ai/s/jabrena-002-agents-inventory/SKILL.md

Raw file: /s/jabrena-002-agents-inventory/SKILL.md ↗ · machine-readable summary at /s/jabrena-002-agents-inventory.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 7

Prompt

Where should the generated embedded Java agents inventory document be located within the project directory tree?

What was checked, without and with the skill
Checked	Without skill	With skill
The response specifies that the file must be placed in the project root directory as INVENTORY-AGENTS-JAVA.md.	Missed	Passed

case-17 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md50 lines3 files

Create a Checklist with embedded agents inventory for Java

Create a comprehensive checklist document for embedded agents inventory by following the embedded template exactly.

What is covered in this Skill?

Exact-template checklist generation
Output file creation as INVENTORY-AGENTS-JAVA.md
Strict adherence to listed sections and content

Constraints

Follow the template exactly without adding or removing sections, rows, or details.

DO NOT create additional rows beyond what the template defines
DO NOT add agent entries not explicitly listed in the template
ONLY use exact wording and structure from the embedded template
EDGE CASE: If the user goal is ambiguous, stop and ask a clarifying question before editing files or running project-wide commands
EDGE CASE: If required context, files, credentials, or tools are missing, report the blocker explicitly and ask whether to proceed with setup or fallback guidance
EDGE CASE: If requested changes conflict with project constraints or safety boundaries, explain the conflict and ask for user confirmation on the preferred trade-off

When to use this skill

Create embedded agents inventory checklist
Generate INVENTORY-AGENTS-JAVA.md
Use @002-agents-inventory
Inventory embedded Java agent definitions
List generated agent roles for Java development

Workflow

Read the embedded template

Read references/002-agents-inventory.md before generating output and use it as the authoritative template.

Step constraints:

Do not use cached or partial template content
Preserve exact table rows, headings, and structure from the reference

Generate inventory document

Track record

Benchmark

8 / 15

test cases passed, vs 5 / 15 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

jabrena / plinth

skills/002-agents-inventory/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 10/2/2026Version v1Bundled 2 files

Other skills for the same job

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

Create a Checklist with embedded agents inventory for Java

Constraints

When to use this skill

Workflow

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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