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Paperclipai/Map Systems — measured AI agent skill | DecimalAI

paperclipai/map-systems

SkillScore96Maintained

System decomposition and dependency mapping

by paperclipai

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

Automatic

DevOps & SRE pack

decimalai skills pull paperclipai-map-systems

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/paperclipai-map-systems/SKILL.md

Raw file: /s/paperclipai-map-systems/SKILL.md ↗ · machine-readable summary at /s/paperclipai-map-systems.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

23 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 5d ago

Yes — +4% lift+11% tokens0% turns96% of whole cases pass with skill (22/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-04	✗→✓	▲ Improved	22%	0%
case-21	✗→✓	▲ Improved	-9%	0%
case-13	✓→✗	▼ Worse	4%	0%
case-06	✓→✓	＝ Same ✓	2%	0%
case-05	✓→✓	＝ Same ✓	-11%	0%

Showing 5 of 23 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

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

paperclipai / companies

donchitos-game-studio/skills/map-systems/SKILL.md

View on GitHub ↗

Imported 8/1/2026Version v1

Skill contents

SKILL.md

System decomposition and dependency mapping.

Want to see if paperclipai/map-systems 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.