Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add mronkko/claude-academic-research/plugin install academic-researchWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/mronkko/claude-academic-research/grounded-citations)<a href="https://agentmods.dev/skills/mronkko/claude-academic-research/grounded-citations"><img src="https://agentmods.dev/badge/skills/mronkko/claude-academic-research/grounded-citations/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/mronkko/claude-academic-research/grounded-citations"><img src="https://agentmods.dev/badge/skills/mronkko/claude-academic-research/grounded-citations.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00110 | $0.01834 |
| Opus 5 | $0.00055 | $0.00917 |
| Sonnet 5 | $0.00022 | $0.00367 |
| Haiku 4.5 | $0.00011 | $0.00183 |
Grade A, and why
grounded-citations scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 145 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Grounded citations
Glossary: unfamiliar with BBT, MCP, DOI? See skills/_glossary.md for one-line definitions of every acronym this skill uses.
Insertion vs verification. This skill governs inserting a citation during drafting — it can drop a claim if no source supports it. The audit-time counterpart is
verifying-citations(loaded byfact-checkand bycritic-loop's evidence critic), which decides whether an existing@citekeyin a manuscript is honestly supported by its source. Both demand externalised consultation; their escalation triggers differ: grounded-citations escalates on recency / context staling (a Zotero child note beats a faded context-window memory); verifying-citations escalates on claim type (a quoted passage or specific β always requires the full text, regardless of how the abstract reads). Same goal, different decision axis.
Bootstrap (first run in this project)
Before applying the rules below, check that this skill's regression tests are installed in the project:
python3 "${CLAUDE_PLUGIN_ROOT:-.}/scripts/setup/check_project_scaffold.py" \
scripts/test_common.py scripts/test_citations.py
If the output lists missing files, install them:
python3 "${CLAUDE_PLUGIN_ROOT:-.}/scripts/setup/install_templates.py" \
test_common.py:scripts/test_common.py \
test_citations.py:scripts/test_citations.py
Then tell the user what was installed and flag that the top of
scripts/test_citations.py has project-specific paths (manuscript,
references.bib, optional coded_papers.csv) they should review.
Core rule
Every citation the agent inserts into academic prose must satisfy all four of these requirements. They are conjunctive — failing any one means the citation may not be made.
- In Zotero. The paper is in the project's Zotero library. If not,
add it via
mcp__zotero__zotero_add_item(source_type="doi", or"url"when no DOI exists) before the citation is written. - BBT key. The
[@citekey]in prose is the Better BibTeX key fetched from Zotero viamcp__zotero__zotero_get_item_metadatawithformat="bibtex". Never hand-craft keys (Smith2019-style); never fabricate; never write to Zotero's Extra field to pin a key. - Externalised consultation. At citation time, the paper's content
is available either as a fresh MCP response (abstract, notes, or
full-text retrieved in the current turn or an adjacent recent turn) or
as a Zotero child note read via
mcp__zotero__zotero_get_notes. Context-window recall alone is not sufficient: remembering an abstract read 500K tokens ago is not grounding — either re-fetch it or read the note. Operational rule: if the abstract or fulltext was read more than ~5 conversational turns ago, or if context has been compacted in between, re-fetch via MCP or read the stored Zotero note. The boundary is "could the same words still be in your working context"; when in doubt, re-fetch. - Claim support. The consulted content visibly supports the attributed claim. If nothing you have consulted supports the claim, drop the claim. Do not paper over; do not flag for later; do not keep a speculative citation. Remove it from prose, or replace the attribution with a source that does support the claim.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 145 lines · 110 tokens per session scan A e582795e4e42
grounded-citations is a skill published in the GitHub repository mronkko/claude-academic-research (23 stars, last pushed 6d ago), licensed MIT. It adds 110 tokens to every session and 1,834 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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