run-pipeline SKILL.md skillA
run-pipeline from ai-analyst-lab/ai-analyst is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ai-analyst-lab/ai-analyst/run-pipeline@git:20260910.c4b91efPins git:20260910.c4b91ef in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ai-analyst-lab/ai-analyst
- Path
.claude/skills/run-pipeline/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260910.c4b91ef, committed Sep 10, 2026
- First version recorded
- Aug 27, 2026
- Size
- 4,678 bytes
- Repository stars
- 322
- License
- MIT
Plan and run coordinated analysis using explicit input bindings, isolated workers, run-local artifacts, and the Python workflow controller.
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
# Run an analytical workflow
Choose the amount of work that serves the request. A chart, investigation,
validation report, and presentation have different completion conditions.
Do not add presentation work to an analysis-only or validation-only request.
## Inspect and propose
Read `plans.md`, `agents/registry.yaml`, and the selected worker contracts.
The registry declares coordination; contracts declare input requirements.
Do not infer required inputs from whatever happens to exist in global outputs.
Prepare a request JSON under `working/requests/` with:
- `plan`: an existing named plan.
- `variables`: concrete filename placeholder values.
- `bindings`: each worker's input values or explicit producer references.
- `output_paths`: exact paths replacing wildcard/dynamic output declarations.
- `external_dependencies`: input names replacing omitted producers.
- `approval_gates`: required approvals with `id`, `after`, and `before`.
- `context`: the exact analytical `question`, plus optional `worker_questions` when a worker needs
a narrower framing.
For produced inputs use `{"from": "worker.result"}`. The first registered output
…Read the whole file at its exact version.
How to install
mdr add ai-analyst-lab/ai-analyst/run-pipeline@sha256:aa38927e0e8b2374The line at the top of this page pins the label git:20260910.c4b91ef, 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_rzh2esa2lyurxlt7)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Aug 27, 2026 and Sep 10, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260910.c4b91ef latest | 2026-09-10 | c4b91ef | 4,678 B | A | view · diff |
| git:20260902.98fd632 | 2026-09-02 | 98fd632 | 32,146 B | A | view · diff |
| git:20260902.b370de6 | 2026-09-02 | b370de6 | 34,066 B | A | view · diff |
| git:20260827.7ff2e25 | 2026-08-27 | 7ff2e25 | 36,466 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 (4678 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
ai-analyst-lab/ai-analyst · 322 stars · license MIT · pushed 2026-09-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rzh2esa2lyurxlt7 GET https://markdownregistry.com/api/v1/resolve?ref=ai-analyst-lab/ai-analyst/run-pipeline GET https://markdownregistry.com/api/v1/blob/aa38927e0e8b2374a3f2256d6c3f55f213fa6ce3ef73dde05ee026f087f29f11
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.
More from ai-analyst-lab/ai-analyst
Every file in ai-analyst-lab/ai-analyst