live-ai-pipelines SKILL.md skillA
live-ai-pipelines from swyxio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add swyxio/skills/live-ai-pipelines@git:20261004.275e470Pins git:20261004.275e470 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- swyxio/skills
- Path
live-ai-pipelines/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261004.275e470, committed Oct 4, 2026
- First version recorded
- Aug 11, 2026
- Size
- 6,191 bytes
- Repository stars
- 194
- License
- MIT
Build or refactor a long-running AI workflow that needs visible progress, durable partial results, resume after interruption, or atomic publication. Use for multi-stage extraction, indexing, batch analysis, evaluation, or report workflows. Do not use for a short synchronous model call or a UI-only streaming feature.
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
# Live AI Pipelines Use this skill when people need to inspect useful work while later work is still running, or reopen a run after interruption. It owns logical stages, artifacts, progress, recovery, and publication—not a particular queue, database, or provider SDK. Pair with `ai-engineering` when model request/retry/rate-limit behavior is itself the problem. Pair with a provider/runtime skill only for that platform’s current API behavior. ## Useful defaults - Keep canonical complete artifacts separate from provisional previews. - Give artifacts and independently resumable items stable IDs. - Make the UI a projection of stored results and events, not the source of workflow truth. - Publish a complete new snapshot rather than exposing a half-rendered site. - Let core output publish with optional enrichment visibly pending unless the user makes that enrichment a completion requirement. ## Workflow ### 1. Choose the level of machinery …
Read the whole file at its exact version.
How to install
mdr add swyxio/skills/live-ai-pipelines@sha256:747098a3b0791cbeThe line at the top of this page pins the label git:20261004.275e470, 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_ozxjkhg4cgiamgvf)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 11, 2026 and Oct 4, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261004.275e470 latest | 2026-10-04 | 275e470 | 6,191 B | A | view · diff |
| git:20260928.53ba292 | 2026-09-28 | 53ba292 | 5,842 B | A | view · diff |
| git:20260811.2882f5b | 2026-08-11 | 2882f5b | 4,774 B | A | view · diff |
| git:20260811.19a6bd7 | 2026-08-11 | 19a6bd7 | 14,856 B | A | view · diff |
| git:20260811.cae3823 | 2026-08-11 | cae3823 | 12,302 B | A | view · diff |
| git:20260811.09ec992 | 2026-08-11 | 09ec992 | 11,125 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 (6191 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
swyxio/skills · 194 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ozxjkhg4cgiamgvf GET https://markdownregistry.com/api/v1/resolve?ref=swyxio/skills/live-ai-pipelines GET https://markdownregistry.com/api/v1/blob/747098a3b0791cbe6155cf244aef5ce71958fd95e6dae5a36562b1cc302ee3d9
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.