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Gpt Agi/Explain Code — measured AI agent skill | DecimalAI

gpt-agi/explain-code

NewSkillScoreMaintained

Explains code with visual diagrams and analogies. Use when explaining how code works, teaching about a codebase, or when the user asks "how does this work?"

codingby gpt-agi

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/gpt-agi-explain-code/SKILL.md

decimalai skills pull gpt-agi-explain-code --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/gpt-agi-explain-code/SKILL.md https://app.decimal.ai/s/gpt-agi-explain-code/SKILL.md

Raw file: /s/gpt-agi-explain-code/SKILL.md ↗ · machine-readable summary at /s/gpt-agi-explain-code.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

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 7h ago

Yes — +59% lift · at higher cost+36% tokens0% turns73% of whole cases pass with skill (16/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-05	✗→✓	▲ Improved	20%	0%
case-04	✗→✓	▲ Improved	149%	0%
case-06	✗→✓	▲ Improved	17%	0%
case-07	✗→✓	▲ Improved	155%	0%
case-08	✗→✓	▲ Improved	12%	0%

Showing 5 of 22 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

gpt-agi / clawd-code

.clawd/skills/explain-code/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

When explaining code, always include:

Start with an analogy: Compare the code to something from everyday life
Draw a diagram: Use ASCII art to show the flow, structure, or relationships
Walk through the code: Explain step-by-step what happens
Highlight a gotcha: What's a common mistake or misconception?

Keep explanations conversational. For complex concepts, use multiple analogies.

Want to see if gpt-agi/explain-code 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.

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gpt-agi/explain-code

SkillSafety

Source

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