Compileiq Booster Pack

What it does

When your agent uses it

• Speed up without searching
• Flashinfer batch decode

Example prompts

• “booster pack”
• “apply-controls”
• “speed up without searching”
• “/compileiq-booster-pack”

Requirements

• Python 3
• A Bash shell
• Pre-approved tools (allowed-tools): Bash, Read

Workflow steps

5 steps, taken from the step headings in SKILL.md.

1. 1Pre-flight: the O0/O3 ACF-injection canary (mandatory first step)
2. 2Download
3. 3Apply one ACF at a time
4. 4Validate every candidate
5. 5Reproducibility log

What it can do on your machine

Read from SKILL.md and the folder at commit 743aca4. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves these tools, so the agent can use them without asking each time:

  • Bash
  • Read

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  Ships 1 file in scripts/ (Shell), which the agent can run.

  Shell commands in SKILL.md call:

  • python
  • gh
  • bash

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  No URLs in SKILL.md. Its commands use gh, which can reach the network depending on how they are called.

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names no API keys, tokens, secrets or passwords.

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Compileiq Booster Pack loads about 2.1k tokens when it runs. Until then it costs about 146 tokens; SKILL.md has 686 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~146

When it runs · the whole SKILL.md, loaded when a task matches

~2.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

• NotePre-approves every shell command (allowed-tools: Bash)SKILL.md

  allowed-tools: Bash, Read

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from NVIDIA/CompileIQ at commit 743aca4, republished under its Apache-2.0 licence (© NVIDIA). 686 words, ~2,079 tokens.

name

compileiq-booster-pack

description

Use BEFORE running a full CompileIQ search. Walks through downloading a Booster Pack from NVIDIA/CompileIQ GitHub Releases, applying ACF candidates one at a time to the user's compiler (raw PTXAS, NVCC, Triton, Helion, FlashInfer), and keeping only candidates that compile, pass correctness, and beat the no-ACF baseline. Includes the mandatory Debug-pack O0/O3 ACF-injection canary that proves the ACF is reaching PTXAS. Triggers on "booster pack", "ACF", "apply-controls", "speed up without searching", "helion fp8", "flashinfer batch decode", "debug pack".

allowed-tools

Bash, Read

when_to_use

- Workload is close to a published pack (Helion FP8 quant / causal depthwise conv / Gated DeltaNet fwd; FlashInfer BatchDecode is a known related workload)…

license

Apache-2.0

metadata.version

1.0.0

metadata.author

NVIDIA CompileIQ

metadata.domain

compiler-optimization

paths

**/*.cu, **/*.cuh, **/*.acf, **/*.py, **/*.sh

# Baseline
T_BASE_MS=$(./run-benchmark.sh)

# O0 must regress
PTXAS_OPTIONS="--apply-controls=booster-pack-debug/ptxas_opt0.acf" T_O0_MS=$(./run-benchmark.sh)

# O3 must match baseline
PTXAS_OPTIONS="--apply-controls=booster-pack-debug/ptxas_opt3.acf" T_O3_MS=$(./run-benchmark.sh)

python -c "
import sys
base, o0, o3 = $T_BASE_MS, $T_O0_MS, $T_O3_MS
if o0 < base * 1.05:
    print('FAIL: O0 did not regress; ACF is NOT reaching PTXAS. Fix the cache-bust.')
    sys.exit(1)
if abs(o3 - base) / base > 0.05:
    print(f'WARN: O3 differs from baseline by >5%; baseline may not be -O3 or framework caching differs.')
print('PASS: ACF injection is wired up correctly.')
"

BOOSTER_TAG="$(gh release list -R NVIDIA/CompileIQ --limit 100 --json tagName,isDraft \
  --jq '.[] | select(.isDraft == false) | select(.tagName | startswith("booster-packs-")) | .tagName' \
  | head -n 1)"
echo "Using $BOOSTER_TAG"
gh release download "$BOOSTER_TAG" -R NVIDIA/CompileIQ -p 'booster-pack-helion.zip' -p 'booster-pack-catalog.json' -D ./packs
unzip ./packs/booster-pack-helion.zip -d ./packs
cat ./packs/booster-pack-helion/booster-pack-manifest.json

bash scripts/apply_one_acf.sh --self-test

© NVIDIA, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (scripts) in agent-skills/compileiq-booster-pack of NVIDIA/CompileIQ.

• SKILL.md
• scripts/apply_one_acf.sh

Open the folder on GitHubat commit 743aca4