community-research SKILL.md skillA
community-research from jialuohu/codex-toolbox is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jialuohu/codex-toolbox/community-research@git:20261002.abd3b29Pins git:20261002.abd3b29 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jialuohu/codex-toolbox
- Path
plugins/web-data-tools/skills/community-research/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261002.abd3b29, committed Oct 2, 2026
- First version recorded
- Aug 10, 2026
- Size
- 5,529 bytes
- Repository stars
- 13
- License
- none declared
Use for public community/forum discussions, reports, sentiment, or a known public thread URL. Excludes standalone articles, ordinary discovery, and private content.
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
# Community Research Use the toolbox's bounded, metered Firecrawl surface to sample public community evidence, and use built-in Codex web search for official or canonical corroboration. Community reports describe experiences; do not present their frequency, votes, or agreement as proof of product behavior. ## Route the Request - For a known public thread URL, call bounded `firecrawl_scrape` directly. - Supported X/Twitter URLs reserve 30 credits before dispatch. Their Firecrawl content is AI-processed through Grok; label that provenance and do not present it as an independently verified verbatim post. Corroborate material claims with primary sources. This route remains available when the budget permits it. - For discovery, call `firecrawl_search` with exactly one web source, highlights, no `scrapeOptions`, and a result limit of 5 or less. - Use the search highlights when they answer the question. Scrape no more than two selected threads, and only when the highlights are insufficient. - Search official documentation, release notes, issue trackers, or other canonical sources with built-in Codex web search when the answer depends on …
Read the whole file at its exact version.
How to install
mdr add jialuohu/codex-toolbox/community-research@sha256:d5ce70d29ef85820The line at the top of this page pins the label git:20261002.abd3b29, 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_vfmc2sx4mr5feghr)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 10, 2026 and Oct 2, 2026, about one every 27 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261002.abd3b29 latest | 2026-10-02 | abd3b29 | 5,529 B | A | view · diff |
| git:20260906.9af3950 | 2026-09-06 | 9af3950 | 3,547 B | A | view · diff |
| git:20260810.ede62c1 | 2026-08-10 | ede62c1 | 3,715 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 (5529 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
jialuohu/codex-toolbox · 13 stars · license none declared · pushed 2026-10-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vfmc2sx4mr5feghr GET https://markdownregistry.com/api/v1/resolve?ref=jialuohu/codex-toolbox/community-research GET https://markdownregistry.com/api/v1/blob/d5ce70d29ef858202b3f835b0268cbc2684322ab6efed5b458d49ee55b671841
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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