cpu-pipelines-and-hazards SKILL.md skillA
cpu-pipelines-and-hazards from outlinedriven/outline-driven-development is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add outlinedriven/outline-driven-development/cpu-pipelines-and-hazards@git:20260905.aeb0f9ePins git:20260905.aeb0f9e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- outlinedriven/outline-driven-development
- Path
.devin/skills/cpu-pipelines-and-hazards/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260905.aeb0f9e, committed Sep 5, 2026
- First version recorded
- Sep 5, 2026
- Size
- 4,509 bytes
- Repository stars
- 55
- License
- Apache-2.0
Use when explaining pipeline stages, data or control hazards, forwarding, stalls, or superscalar basics behind a counter reading. Not for mispredict cost: use branch-prediction-and-speculation.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# CPU pipelines and hazards ## Contract | Field | Bound contract | |---|---| | Trigger | A stall counter needs interpreting, instruction order changes throughput in a hot loop, or assembly scheduling needs relating to hardware behavior. | | Authority | Read-only. The skill runs `perf stat` on a user-named binary and answers in chat. Nothing on disk changes, so there is nothing to roll back. No remote mutation. | | Side effect | Chat output only. | | Done | The hazard class in the loop is named, the counter that shows it is quoted where a binary exists, and one restructuring is proposed with its condition. | ## Inputs - Hot loop (required): source or assembly. - Binary and workload (optional): needed for counter evidence. - Target microarchitecture (optional): in-order embedded core or out-of-order desktop or server core. The answer differs. ## Procedure …
Read the whole file at its exact version.
How to install
mdr add outlinedriven/outline-driven-development/cpu-pipelines-and-hazards@sha256:b7b6bb3a89b1d0cdThe line at the top of this page pins the label git:20260905.aeb0f9e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_qqgkn2ajvfdk62sz)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Sep 5, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260905.aeb0f9e latest | 2026-09-05 | aeb0f9e | 4,509 B | A | view · diff |
| git:20260905.fd53e99 | 2026-09-05 | fd53e99 | 4,427 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4509 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
outlinedriven/outline-driven-development · 55 stars · license Apache-2.0 · pushed 2026-09-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qqgkn2ajvfdk62sz GET https://markdownregistry.com/api/v1/resolve?ref=outlinedriven/outline-driven-development/cpu-pipelines-and-hazards GET https://markdownregistry.com/api/v1/blob/b7b6bb3a89b1d0cd63cf729767b81749e002a7b91f8c86ceec3768e8509b5e15
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.