amd-agi/hyperloom · src/hyperloom/inference_optimizer/breakdown/SKILL.md

session_breakdown skillA

session_breakdown is agent-read markdown (skill) from amd-agi/hyperloom: Build a single self-contained `session_breakdown.json` capturing every fact a dashboard needs about one hyperloom optimization session. Use when the user mentions session-breakdown, kernel attribution, a stats/reporting service, capability summary, or wants to surface hyperloom data to an external consumer (a results/stats service, notebook, dashboard)..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add amd-agi/hyperloom/session_breakdown@git:20260909.d0b16f7
Exact content
mdr add amd-agi/hyperloom/session_breakdown@sha256:bf105db09824d8ff

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_4mfri6mfgih63bvs.svg)](https://markdownregistry.com/a/art_4mfri6mfgih63bvs)

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Versions

versioncommittedcommitsizeaudit
git:20260909.d0b16f7 latest2026-09-09 d0b16f7 14,511 BA view · diff
git:20260909.670b67d2026-09-09 670b67d 14,838 BA view · diff
git:20260903.d0f56982026-09-03 d0f5698 14,364 BA view · diff
git:20260903.bde672d2026-09-03 bde672d 14,507 BA view · diff
git:20260902.580bd1e2026-09-02 580bd1e 14,034 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (14511 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

amd-agi/hyperloom · 180 stars · license NOASSERTION · pushed 2026-09-10 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4mfri6mfgih63bvs
GET https://markdownregistry.com/api/v1/resolve?ref=amd-agi/hyperloom/session_breakdown
GET https://markdownregistry.com/api/v1/blob/bf105db09824d8ff253d1eaa23004bba565a2509f654d0d3a32b5005ad5909b0