parallel-web SKILL.md skillA
parallel-web from k-dense-ai/scientific-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add k-dense-ai/scientific-agent-skills/parallel-web@v1.5Pins v1.5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- k-dense-ai/scientific-agent-skills
- Path
skills/parallel-web/SKILL.md- Versions recorded
- 7
- Latest version
- v1.5, committed Oct 1, 2026
- First version recorded
- Jun 11, 2026
- Size
- 8,880 bytes
- Repository stars
- 56,497
- License
- MIT
Uses Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring. Best for requests that explicitly need current web evidence, academic-source discovery, repeated entity lookups, exhaustive reports, or ongoing change tracking.
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
# Parallel Web Toolkit A unified skill for Parallel's web-intelligence workflows. For scientific topics, prefer primary literature and authoritative institutional sources. Reviewed against official API documentation and `parallel-web-tools` 0.9.3. Commands were checked locally, including offline dry runs; networked examples are illustrative and were not submitted as paid jobs or monitor mutations. See [API contracts and sources](references/api-contracts.md) for version boundaries and CLI response differences. ## Routing — pick the right capability Read the user's request and then open the corresponding reference file before running a command. | User wants to... | Capability | Where | |---|---|---| | Look something up, research a topic, find current info | **Web Search** | `references/web-search.md` | | Fetch content from a specific URL (webpage, article, PDF) | **Web Extract** | `references/web-extract.md` | | Add web-sourced fields to a list of companies/people/products | **Data Enrichment** | `references/data-enrichment.md` | …
Read the whole file at its exact version.
How to install
mdr add k-dense-ai/scientific-agent-skills/parallel-web@sha256:04b4873674998c4fThe line at the top of this page pins the label v1.5, 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_g4pzih3c56xsm4s3)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Jun 11, 2026 and Oct 1, 2026, about one every 19 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.5 latest | 2026-10-01 | a92663a | 8,880 B | A | view · diff |
| v1.4 | 2026-09-30 | ce9e6e9 | 7,714 B | A | view · diff |
| v1.3 | 2026-09-02 | 1e5eeff | 7,152 B | A | view · diff |
| v1.2 | 2026-07-26 | b085e11 | 6,189 B | A | view · diff |
| git:20260713.0433033 | 2026-07-13 | 0433033 | 6,194 B | A | view · diff |
| git:20260611.c1150bd | 2026-06-11 | c1150bd | 6,312 B | B | view · diff |
| git:20260611.1b8fae3 | 2026-06-11 | 1b8fae3 | 6,180 B | B | 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 (8880 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
k-dense-ai/scientific-agent-skills · 56,497 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_g4pzih3c56xsm4s3 GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/parallel-web GET https://markdownregistry.com/api/v1/blob/04b4873674998c4fb47de017397e753d69049609135efed43a82572b9002f52c
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.