academic-pipeline SKILL.md skillA
academic-pipeline from imbad0202/academic-research-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add imbad0202/academic-research-skills/academic-pipeline@v3.24.0Pins v3.24.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- imbad0202/academic-research-skills
- Path
academic-pipeline/SKILL.md- Versions recorded
- 23
- Latest version
- v3.24.0, committed Oct 27, 2026
- First version recorded
- Aug 18, 2026
- Size
- 59,581 bytes
- Repository stars
- 54,716
- License
- a license file GitHub does not identify
Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory, coverage-bounded integrity checks, two-stage peer review, and auditable quality-assurance artifacts. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end…
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
# Academic Pipeline v3.24.0 — Full Academic Research Workflow Orchestrator A lightweight orchestrator that manages the complete academic pipeline from research exploration to final manuscript. It does not perform substantive work — it only detects stages, recommends modes, dispatches skills, manages transitions, and tracks state. > **Routing discipline (v3.9.2):** plugin and skills-copy installs do not load this repository's `.claude/CLAUDE.md`, so its routing core is repeated below, identical to `shared/references/routing_core.md` (#892). If routing has not settled when this skill loads, apply the core before dispatching any agent. <!-- routing-core:begin --> **Step 0 — Escape hatch check (before any classification):** If the user's first message begins with `[direct-mode]` (case-insensitive byte-0 token, optionally preceded by whitespace/newlines that are stripped on parse), record this fact, strip the prefix and surrounding whitespace from the message, and skip directly to **Step 1 explicit-intent handling** on the stripped content. The literal `[direct-mode]` is NOT passed through to the dispatched agent. If the stripped message itself has no clear skill named, Step 1 falls …
Read the whole file at its exact version.
How to install
mdr add imbad0202/academic-research-skills/academic-pipeline@sha256:3dcc137d54b8dcabThe line at the top of this page pins the label v3.24.0, 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_lnq2i3rlxm2nvpov)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 23 versions of this file, between Aug 18, 2026 and Oct 27, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v3.24.0 latest | 2026-10-27 | b34c63f | 59,581 B | A | view · diff |
| v3.23.2 | 2026-10-24 | 863e1c7 | 59,581 B | A | view · diff |
| v3.23.1 | 2026-10-24 | c43c529 | 59,581 B | A | view · diff |
| v3.23.1 | 2026-10-16 | 4c54490 | 59,416 B | A | view · diff |
| v3.23.0 | 2026-10-13 | a3ef8c7 | 59,416 B | A | view · diff |
| v3.23.0 | 2026-10-10 | ebc21bf | 59,210 B | A | view · diff |
| v3.23.0 | 2026-10-03 | 6ab4b03 | 58,976 B | A | view · diff |
| v3.22.2 | 2026-10-03 | 48deedf | 58,976 B | A | view · diff |
| v3.22.2 | 2026-10-02 | 471082d | 58,336 B | A | view · diff |
| v3.22.2 | 2026-10-02 | b070384 | 58,135 B | A | view · diff |
| v3.22.2 | 2026-10-01 | 6ca6d7d | 57,714 B | A | view · diff |
| v3.22.2 | 2026-10-01 | ef44b8f | 57,467 B | A | view · diff |
| v3.22.2 | 2026-09-25 | 7de1c9d | 56,773 B | A | view · diff |
| v3.22.1 | 2026-09-24 | 8c53caf | 56,773 B | A | view · diff |
| v3.22.1 | 2026-09-24 | f0139b1 | 55,593 B | A | view · diff |
| v3.22.1 | 2026-09-23 | 86b8d8b | 52,683 B | A | view · diff |
| v3.22.0 | 2026-09-16 | ae5e32c | 52,683 B | A | view · diff |
| v3.21.2 | 2026-09-14 | a366e39 | 52,683 B | A | view · diff |
| v3.21.2 | 2026-09-05 | 8fa3d65 | 52,281 B | A | view · diff |
| v3.21.1 | 2026-08-24 | 127ff85 | 52,281 B | A | view · diff |
| v3.21.0 | 2026-08-24 | 088d288 | 52,281 B | A | view · diff |
| v3.21.0 | 2026-08-18 | 2b639c1 | 50,818 B | A | view · diff |
| v3.20.1 | 2026-08-18 | 9ccf4a9 | 50,818 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 (59581 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
imbad0202/academic-research-skills · 54,716 stars · license a license file GitHub does not identify · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lnq2i3rlxm2nvpov GET https://markdownregistry.com/api/v1/resolve?ref=imbad0202/academic-research-skills/academic-pipeline GET https://markdownregistry.com/api/v1/blob/3dcc137d54b8dcab825f7dca31f32f5a09f09879cd6981df76db889747888fc5
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.
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