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Inventory Management Skill · majiayu000 | DecimalAI

agent toolingby majiayu000

Inventory Management Skill

majiayu000/alfworld-inventory-management

Source majiayu000/claude-skill-registry ↗License MIT

This skill tracks which objects have been collected and which remain to be found for multi-object tasks. It should be triggered when working with tasks requiring multiple instances of the same object type. The skill maintains a count of collected vs. needed objects and guides the search for remaining items.

SkillScore77Maintained

Automatic

AI Engineer pack

Last verified 8/18/2026

What it changes

Passed 17 of 22 test cases with the skill, and 13 of 22 without it.

Without skill59%

With skill77%

Checks it passed that the model alone missed

The response specifies appending side table to the list of searched locations.
The response instructs placing candlestick 1 at the dining table before taking candlestick 2.
The response explains that found items must be placed at the target location immediately upon finding each instance.

and 2 more in the full report

5 fixed12 passed either way4 still failing1 broke

Pass-rate lift: +18 pp
Tokens: -32%
Agent turns: 0%
Response time: -50%

Model gemini-3.6-flashMeasured 8/18/2026v117 of 22 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/majiayu000-alfworld-inventory-management/SKILL.md https://app.decimal.ai/s/majiayu000-alfworld-inventory-management/SKILL.md

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

decimalai skills add majiayu000-alfworld-inventory-management

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

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

Raw file: /s/majiayu000-alfworld-inventory-management/SKILL.md ↗ · machine-readable summary at /s/majiayu000-alfworld-inventory-management.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

My mission is to put two soap bars in the sink. I found soap bar 1 on the counter. There is a cabinet right next to me that might contain soap bar 2. Should I open the cabinet to get soap bar 2 now while I'm standing right here, or walk to the sink first?

What was checked, without and with the skill
Checked	Without skill	With skill
The response instructs going to the sink to place the first soap bar before searching the cabinet for the second soap bar.	Missed	Passed

case-08 · gemini-3.6-flash · 8/18/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md27 linessingle file

Inventory Management Skill

When to Use

Activate this skill when:

Task requires collecting multiple instances of the same object type (e.g., "put two cellphone in bed")
You need to track progress toward a quantity-based goal
Searching through multiple locations systematically

Core Workflow

1. Initialize Inventory

Parse the task description to identify:
- Target object type (e.g., "cellphone")
- Required quantity (e.g., "two")
Initialize counters: collected = 0, needed = <quantity>
Create empty list for searched locations

2. Systematic Search Pattern

Follow this search priority:

Visible surfaces (desks, dressers, beds) - check first
Closed containers (drawers, cabinets) - open and inspect
Return to known locations if inventory incomplete

Critical Rule: After finding an object, immediately place it at the target location before searching for the next one.

3. Action Decision Logic

Use this decision tree:

Track record

Benchmark

17 / 22

test cases passed, vs 13 / 22 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

majiayu000 / claude-skill-registry

skills/agent/alfworld-inventory-management/SKILL.md

View on GitHub ↗

License MITImported 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

Inventory Management Skill

When to Use

Core Workflow

1. Initialize Inventory

2. Systematic Search Pattern

3. Action Decision Logic

Track record

Benchmark

Adoption

SkillSafety

Source

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