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Create a Checklist with all Java steps to use with system prompts for Java · jabrena | DecimalAI

documentationby jabrena

Create a Checklist with all Java steps to use with system prompts for Java

jabrena/003-skills-inventory

Source jabrena/plinth ↗License Apache-2.0

Use when you need to generate a checklist document with Java system prompts from skills.xml, following the embedded section template and producing INVENTORY-SKILLS-JAVA.md. This should trigger for requests such as Create Java system prompts checklist; Generate INVENTORY-SKILLS-JAVA.md; Use @003-skills-inventory; Inventory Java cursor rule skills; List available Java system prompt skills. Part of Plinth Toolkit

SkillScore68Maintained

Automatic

Doc Ops pack

Last verified 8/21/2026

What it changes

Passed 11 of 16 test cases with the skill, and 4 of 16 without it.

Without skill27%

With skill68%

Checks it passed that the model alone missed

Explains the structure conflict to the user
Refuses to rely on cached or remembered template content
Selects 'java.refactor.extract' as the generated identifier

and 7 more in the full report

9 fixed6 passed either way7 still failing0 broke

Pass-rate lift: +41 pp
Tokens: -15%
Agent turns: 0%
Response time: -55%

Model gemini-3.6-flashMeasured 8/21/2026v115 of 22 cases passed with skill · 16 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-003-skills-inventory/SKILL.md https://app.decimal.ai/s/jabrena-003-skills-inventory/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add jabrena-003-skills-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-003-skills-inventory/ and pins it in .decimal/skills.lock

decimalai skills add jabrena-003-skills-inventory

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

curl -fsSL --create-dirs -o .claude/skills/jabrena-003-skills-inventory/SKILL.md https://app.decimal.ai/s/jabrena-003-skills-inventory/SKILL.md

Raw file: /s/jabrena-003-skills-inventory/SKILL.md ↗ · machine-readable summary at /s/jabrena-003-skills-inventory.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 8

Prompt

The source file `skills.xml` is present, but `references/003-skills-inventory.md` is missing from the workspace. What is the required behavior?

What was checked, without and with the skill
Checked	Without skill	With skill
Reports the missing reference template file explicitly as a blocker	Missed	Passed

case-18 · gemini-3.6-flash · 8/21/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md53 lines3 files

Create a Checklist with all Java steps to use with system prompts for Java

Create a comprehensive step-by-step checklist document for Java system prompts by following the embedded section template and deriving rows from plinth-skills-generator/src/main/resources/skills.xml.

What is covered in this Skill?

Inventory-driven checklist generation
Output file creation as INVENTORY-SKILLS-JAVA.md
Strict coverage of every effective skill id declared in skills.xml

Constraints

Follow the template sections exactly and use skills.xml as the single source of truth for skill rows.

DO NOT create additional sections beyond what the template defines
DO NOT add skill rows absent from skills.xml
DO NOT omit any skill declared in skills.xml
ONLY use the skillId attribute as the generated skill id when it exists
ONLY use the single reference-list/reference value as the generated skill id when skillId is absent
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 Java system prompts checklist
Generate INVENTORY-SKILLS-JAVA.md
Use @003-skills-inventory
Inventory Java cursor rule skills
List available Java system prompt skills

Workflow

Read the template and inventory source

Read references/003-skills-inventory.md and plinth-skills-generator/src/main/resources/skills.xml before generating output.

Step constraints:

Do not use cached or remembered template content
Preserve exact section structure from the reference

Track record

Benchmark

11 / 16

test cases passed, vs 4 / 16 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/003-skills-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 all Java steps to use with system prompts 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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