mlava

@mlava source repo

16 skills
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Scholar Sidekick · mlava
This skill should be used when the user mentions a scholarly identifier (DOI, PMID, PMCID, ISBN, arXiv, ISSN, NASA ADS bibcode, WHO IRIS URL) and wants structured metadata, a formatted citation, a bibliography export file, a retraction check, an open-access check, or verification that a claimed citation is real (not fabricated). Activates for citation formatting, BibTeX/RIS/EndNote export, "format this DOI" style requests, "has this paper been retracted?", "is this paper open access?", and "is this citation real / did you make this up?". Does not search for new papers — pair with a Semantic Scholar or OpenAlex MCP wrapper for that.

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Agent Ready · mlava
This skill should be used when the user wants to check how readable a website is to AI agents (ChatGPT, Claude, Perplexity, Google Gemini, MCP clients). Activates for "scan this site for AI readability", "check my llms.txt", "audit our agent-readability", "is my MCP server card valid", "what's our Vercel Agent Readability score", "fix my agents.json", and similar audit-style requests against a public URL. Does not edit the target site — pair with a code-editing MCP tool to apply the fixes the scanner surfaces.

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Agent Ready API · mlava bundle
Use the Agent Ready (agent-ready.dev) REST API to scan any public URL for AI agent-readability against the Vercel Agent Readability Spec, the llmstxt.org standard, and agent-protocol manifests (MCP server cards, A2A, agents.json, agent-permissions.json, UCP, x402, NLWeb). Activates for "scan this site for AI agent-readability", "run an Agent Ready scan on {URL}", "check the Agent Ready score for {URL}", "what's the agent-readability rating for {URL}", or any time the user wants a programmatic readability scan via HTTP. Picks this skill when the user does NOT have the Agent Ready MCP server installed — for MCP, use the `agent-ready-mcp` skill instead.

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Agent Ready CLI · mlava bundle
Use the Agent Ready (agent-ready.dev) command-line client to scan any public URL for AI agent-readability against the Vercel Agent Readability Spec, the llmstxt.org standard, and agent-protocol manifests (MCP server cards, A2A, agents.json, agent-permissions.json, UCP, x402, NLWeb). Activates for "scan this site with the agent-ready CLI", "run agent-ready scan {URL} in the terminal", "agent-ready get {id}", "agent-ready list", "agent-ready ask {question}", or any time the user wants a one-command terminal scan with no fetch wiring and no MCP install. Pick this skill when the agent can run shell commands. For raw HTTP, use the `agent-ready-api` skill; for MCP-native tool calls, use `agent-ready-mcp`.

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Agent Ready MCP · mlava bundle
Install and use the Agent Ready (agent-ready.dev) MCP server to scan any URL for AI agent-readability via MCP tool calls. Activates for "install agent-ready mcp", "set up agent-ready in Claude Desktop / Cursor / Cline / Goose / Continue", "add agent-ready as an MCP tool", "scan this site via agent-ready", "run scan_site / get_scan / ask via MCP". Pick this skill when the user wants tool-native access to Agent Ready — no curl, no fetch wiring. For direct REST access without MCP, use the `agent-ready-api` skill instead.

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Scholar Sidekick CLI · mlava bundle
Resolve scholarly identifiers (DOI including shortDOI aliases, PMID, PMCID, ISBN, arXiv, ISSN, ADS bibcode, WHO IRIS URL) into formatted citations (10,000+ CSL styles) and bibliography exports (BibTeX, RIS, EndNote, CSV…), and check retraction, open-access, and citation-fabrication status — from the terminal via the `scholar` CLI. Wraps the public REST API; needs Node ≥20 but no API key for the free tier. Use when the user wants to look up, cite, export, or verify a reference by DOI, PMID, PMCID, ISBN, arXiv ID, ISSN, ADS bibcode, or WHO IRIS URL from the terminal — including retraction, open-access, and fabricated-citation checks, or a whole-bibliography audit of a .bib/.ris/CSL-JSON file.

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Scholar Sidekick MCP · mlava bundle
Use the connected scholar-sidekick-mcp MCP server when the user mentions a scholarly identifier (DOI including shortDOI aliases, PMID, PMCID, ISBN, arXiv, ISSN, NASA ADS bibcode, WHO IRIS URL) and wants structured metadata, a formatted citation, a bibliography export file, a retraction check, an open-access check, verification that a claimed citation is real (not fabricated), or a whole-bibliography audit (batch fabrication + retraction check). Requires the MCP server connected — it works anonymously, no API key required; for a zero-install path use the scholar-sidekick-api skill instead.

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Scholar Sidekick Python · mlava bundle
Resolve scholarly identifiers (DOI including shortDOI aliases, PMID, PMCID, ISBN, arXiv, ISSN, ADS bibcode, WHO IRIS URL) into formatted citations (10,000+ CSL styles) and bibliography exports (BibTeX, RIS, EndNote, CSV…), verify a claimed citation against the record its identifier actually resolves to, and audit a reference list of any length for fabricated and retracted entries — from Python via the `scholar-sidekick` package. Wraps the public REST API; needs Python ≥3.9 but no API key for the free tier. Use when the agent runs Python (a script, a notebook, a data pipeline) and the user wants to cite, export, verify, or audit references by DOI, PMID, PMCID, ISBN, arXiv ID, ISSN, ADS bibcode, or WHO IRIS URL — especially a bibliography longer than 25 entries, which this client chunks and paces automatically.

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Export Citation · mlava
Export resolved citations to a reference-manager file format (RIS, BibTeX, CSL JSON, EndNote XML, RefWorks, NBIB, Zotero RDF, CSV, or plain text).

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Format Citation · mlava
Format one or more scholarly identifiers as citations in a chosen style (Vancouver, AMA, APA, IEEE, CSE, or any CSL style ID).

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Verify Citation · mlava
Verify whether a claimed citation matches the actual paper at its identifier (detects the real-DOI/fake-title fabrication pattern common in LLM hallucinations).

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Check Retraction · mlava
Check whether a scholarly work has been retracted, corrected, or had an expression of concern raised (via Crossref + Retraction Watch).

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Check Open Access · mlava
Check whether a scholarly work is openly accessible and return the best legal free URL, license, and version (via Unpaywall).

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Audit Bibliography · mlava
Audit a whole bibliography (BibTeX, RIS, or CSL-JSON) in one call — per-entry fabrication verdict and retraction status, plus a corpus summary.

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Resolve Identifier · mlava
Resolve a scholarly identifier (DOI incl. shortDOI aliases/PMID/PMCID/ISBN/ISSN/arXiv/ADS/WHO IRIS) to structured CSL JSON metadata.

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Scholar Sidekick API · mlava
Resolve scholarly identifiers (DOI including shortDOI aliases, PMID, PMCID, ISBN, arXiv, ISSN, ADS bibcode, WHO IRIS URL) into formatted citations (10,000+ CSL styles) and bibliography exports (BibTeX, RIS, EndNote, CSV…), and check retraction, open-access, and citation-fabrication status. Calls a documented REST API over plain HTTP — no install, no API key needed for the free tier.

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16 published skills