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Cursor Agent — measured AI agent skill | DecimalAI

majiayu000/cursor-agent

NewSkillScoreMaintained

A comprehensive skill for using the Cursor CLI agent for various software engineering tasks (updated for 2026 features, includes tmux automation guide).

agent-toolingby majiayu000

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Coding pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/majiayu000-cursor-agent/SKILL.md

decimalai skills pull majiayu000-cursor-agent --out .claude/skills/

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

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

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

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

24 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 2h ago

Yes — +4% lift-33% tokens0% turns96% of whole cases pass with skill (23/24)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-15	✗→✓	▲ Improved	-31%	0%
case-24	✗→✓	▲ Improved	-10%	0%
case-02	✓→✗	▼ Worse	-41%	0%
case-01	✓→✓	＝ Same ✓	-27%	0%
case-03	✓→✓	＝ Same ✓	-19%	0%

Showing 5 of 24 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

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/cursor-agent-aaaaqwq-agi-super-skills/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v2

Skill contents

SKILL.md

Cursor Agent

Specialized agent for Cursor IDE integration and workflows.

Use Cases

Cursor editor automation
AI-assisted coding workflows
Cursor-specific commands

Want to see if majiayu000/cursor-agent would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.