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Scan Modules · tsinghua-fib-lab | DecimalAI

agent toolingby tsinghua-fib-lab

Scan Modules

tsinghua-fib-lab/agentsociety-scan-modules

Source tsinghua-fib-lab/agentsociety ↗License Apache-2.0

Use when agent or environment module names are unknown, need validation, or the user asks which modules are available in the workspace.

SkillScore77Maintained

Automatic

AI Engineer pack

Last verified 8/15/2026

What it changes

Passed 13 of 17 test cases with the skill, and 3 of 17 without it.

Without skill18%

With skill77%

Checks it passed that the model alone missed

Includes --output catalog.json option
Rejects snake_case formatted identifiers
Executes the scan-modules export command

and 12 more in the full report

14 fixed3 passed either way4 still failing1 broke

Pass-rate lift: +59 pp
Tokens: -8%
Agent turns: 0%
Response time: -72%

Model gemini-3.6-flashMeasured 8/15/2026v117 of 22 cases passed with skill · 17 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/tsinghua-fib-lab-agentsociety-scan-modules/SKILL.md https://app.decimal.ai/s/tsinghua-fib-lab-agentsociety-scan-modules/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add tsinghua-fib-lab-agentsociety-scan-modules, 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/tsinghua-fib-lab-agentsociety-scan-modules/ and pins it in .decimal/skills.lock

decimalai skills add tsinghua-fib-lab-agentsociety-scan-modules

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

curl -fsSL --create-dirs -o .claude/skills/tsinghua-fib-lab-agentsociety-scan-modules/SKILL.md https://app.decimal.ai/s/tsinghua-fib-lab-agentsociety-scan-modules/SKILL.md

Raw file: /s/tsinghua-fib-lab-agentsociety-scan-modules/SKILL.md ↗ · machine-readable summary at /s/tsinghua-fib-lab-agentsociety-scan-modules.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 13

Prompt

Which wrapper script path in the repository is used to run AgentSociety workspace subcommands?

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies .agentsociety/bin/ags.py as the execution script	Missed	Passed

case-21 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md97 lines2 filesincludes scripts

Scan Modules

Scan and query available agent classes and environment modules in the AgentSociety2 workspace.

When to Use

User asks what agents or environment modules are available
Need to find a module by name or keyword before configuring an experiment
Preparing module data for hypothesis generation or experiment-config
Validating that a custom module is loadable

Do NOT use when:

You already know the exact class name and just need to write code that imports it
The task is about creating a new module (use create-agent instead)

Quick Reference

Use the Python interpreter from .env. See CLAUDE.md for setup.

Run commands from the workspace root through .agentsociety/bin/ags.py.

Action	Command
List all modules	`$PYTHON_PATH .agentsociety/bin/ags.py scan-modules list`
List short names	`$PYTHON_PATH .agentsociety/bin/ags.py scan-modules list --short`
Filter by type	`$PYTHON_PATH .agentsociety/bin/ags.py scan-modules list --type agent` (or `env`)
Custom modules only	`$PYTHON_PATH .agentsociety/bin/ags.py scan-modules list --custom-only`
Full descriptions	`$PYTHON_PATH .agentsociety/bin/ags.py scan-modules list --full`
JSON output	`$PYTHON_PATH .agentsociety/bin/ags.py scan-modules list --json`
Module info	`$PYTHON_PATH .agentsociety/bin/ags.py scan-modules --workspace PATH info --type TYPE --name NAME`
Search by keyword	`$PYTHON_PATH .agentsociety/bin/ags.py scan-modules --workspace PATH search --keyword KEYWORD [--type TYPE]`
Export to JSON	`$PYTHON_PATH .agentsociety/bin/ags.py scan-modules --workspace PATH export --output FILE`
Validate module	`$PYTHON_PATH .agentsociety/bin/ags.py scan-modules --workspace PATH validate --type TYPE --name NAME`

Common options: --workspace PATH to target a specific workspace directory. scan_modules.py now accepts --workspace either before or after the subcommand, but prefer the form before the subcommand in examples for consistency.

info

$PYTHON_PATH .agentsociety/bin/ags.py scan-modules --workspace PATH info --type TYPE --name NAME [--json]

Track record

Benchmark

13 / 17

test cases passed, vs 3 / 17 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

tsinghua-fib-lab / agentsociety

extension/skills/agentsociety-scan-modules/v1.0.0/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1Bundled 1 file · scripts

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

Scan Modules

When to Use

Quick Reference

info

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills