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Compile basic · sno-ai | DecimalAI

Registry skillby sno-ai

Compile basic

sno-ai/compile-basic

Source sno-ai/mda ↗License Apache-2.0

Basic compiler conformance fixture.

NewMaintained

Automatic

Coding pack

Last verified 8/5/2026

What it changes

Passed 7 of 22 test cases with the skill, and 15 of 22 without it.

Without skill67%

With skill33%

Checks it passed that the model alone missed

Recommends inspecting IR lowering to target assembly before allocating executable memory pages.
Recommends utilizing glslangValidator -V to compile shader code directly to SPIR-V binary without a GPU driver context.

2 fixed3 passed either way13 still failing4 broke

Pass-rate lift: -33 pp
Tokens: -52%
Agent turns: 0%
Response time: -49%

Model gemini-3.6-flashMeasured 8/5/2026v15 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/sno-ai-compile-basic/SKILL.md https://app.decimal.ai/s/sno-ai-compile-basic/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add sno-ai-compile-basic, 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/sno-ai-compile-basic/ and pins it in .decimal/skills.lock

decimalai skills add sno-ai-compile-basic

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

curl -fsSL --create-dirs -o .claude/skills/sno-ai-compile-basic/SKILL.md https://app.decimal.ai/s/sno-ai-compile-basic/SKILL.md

Raw file: /s/sno-ai-compile-basic/SKILL.md ↗ · machine-readable summary at /s/sno-ai-compile-basic.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 2

Prompt

A JIT compiler engine needs to confirm target projection before emitting executable memory pages. What light compilation verification step confirms target projection?

What was checked, without and with the skill
Checked	Without skill	With skill
Recommends inspecting IR lowering to target assembly before allocating executable memory pages.	Missed	Passed

case-15 · gemini-3.6-flash · 8/5/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md3 linessingle file

Compile basic

Use this fixture to confirm target projection.

Track record

Benchmark

7 / 22

test cases passed, vs 15 / 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 — 8/2/2026

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

sno-ai / mda

conformance/compile/46-basic-targets/expected/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/2/2026Version 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

Compile basic

Track record

Benchmark

Adoption

SkillSafety

Source

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