DATA
6de0bf9f5b
Vendored deer-flow upstream (bytedance/deer-flow) plus prompt-injection hardening: - New deerflow.security package: content_delimiter, html_cleaner, sanitizer (8 layers — invisible chars, control chars, symbols, NFC, PUA, tag chars, horizontal whitespace collapse with newline/tab preservation, length cap) - New deerflow.community.searx package: web_search, web_fetch, image_search backed by a private SearX instance, every external string sanitized and wrapped in <<<EXTERNAL_UNTRUSTED_CONTENT>>> delimiters - All native community web providers (ddg_search, tavily, exa, firecrawl, jina_ai, infoquest, image_search) replaced with hard-fail stubs that raise NativeWebToolDisabledError at import time, so a misconfigured tool.use path fails loud rather than silently falling back to unsanitized output - Native client back-doors (jina_client.py, infoquest_client.py) stubbed too - Native-tool tests quarantined under tests/_disabled_native/ (collect_ignore_glob via local conftest.py) - Sanitizer Layer 7 fix: only collapse horizontal whitespace, preserve newlines and tabs so list/table structure survives - Hardened runtime config.yaml references only the searx-backed tools - Factory overlay (backend/) kept in sync with deer-flow tree as a reference / source See HARDENING.md for the full audit trail and verification steps.
126 lines
6.0 KiB
Markdown
126 lines
6.0 KiB
Markdown
# APA 7th Edition Citation Template
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Use this template when the user requests APA format, or when they do not specify a format. APA 7th is the default for social sciences and most CS journals outside of IEEE venues.
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## Citation Format Rules
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### In-text citations
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- **Single author**: `(Vaswani, 2017)` or `Vaswani (2017) showed that...`
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- **Two authors**: `(Vaswani & Shazeer, 2017)` — use `&` inside parentheses, "and" in running text.
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- **Three or more authors**: `(Vaswani et al., 2017)` — use `et al.` from the first citation onward (APA 7th changed this from APA 6th).
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- **Multiple citations**: `(Vaswani et al., 2017; Devlin et al., 2018)` — alphabetical order, separated by semicolons.
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### Reference list entry for arXiv preprints
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arXiv papers are preprints, not formally published articles. Cite them as preprints with the arXiv identifier:
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```
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Author, A. A., Author, B. B., & Author, C. C. (Year). Title of the paper. arXiv. https://arxiv.org/abs/ARXIV_ID
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```
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**Real example** (from paper metadata `{id: "1706.03762", title: "Attention Is All You Need", authors: ["Ashish Vaswani", "Noam Shazeer", "Niki Parmar", "Jakob Uszkoreit", "Llion Jones", "Aidan N. Gomez", "Łukasz Kaiser", "Illia Polosukhin"], published: "2017-06-12"}`):
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```
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Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, Ł., & Polosukhin, I. (2017). Attention is all you need. arXiv. https://arxiv.org/abs/1706.03762
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```
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Formatting rules:
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- **Author names**: `LastName, FirstInitial.` (middle initial optional). Join with commas; last author gets an `&`.
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- **Year**: the `published` field's year, in parentheses.
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- **Title**: sentence case (only first word and proper nouns capitalized). Italicize titles in typeset output; in plain markdown, leave plain.
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- **Source**: the literal word `arXiv`, then the full abs URL.
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- **No DOI** unless the paper has also been published in a venue with a DOI. arXiv alone uses the URL.
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### Special cases
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- **Up to 20 authors**: list all of them separated by commas, with `&` before the last.
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- **21 or more authors**: list the first 19, then `...`, then the final author.
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- **No DOI and no URL**: not possible for arXiv papers; always use the `abs_url` from the paper metadata.
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## Report Structure
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Follow this structure verbatim when writing the SLR report body. Fill in content from your Phase 3 extraction and Phase 4 synthesis.
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```markdown
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# Systematic Literature Review: <Topic>
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**Date**: <YYYY-MM-DD>
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**Papers surveyed**: <N>
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**Scope**: <arXiv search query, category, time window>
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**Citation format**: APA 7th edition
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## Executive Summary
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<3-5 sentences summarizing the state of the literature on this topic. What do the surveyed papers collectively tell us? What is the shape of the field? Avoid listing papers — synthesize.>
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## Methodology
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This review surveyed <N> arXiv papers retrieved on <YYYY-MM-DD> using the query `<query>`<, filtered to category <cat>><, published between <start_date> and <end_date>>. Papers were sorted by <relevance | submission date> and the top <N> were included. Metadata extraction (research question, methodology, key findings, limitations) was performed by language-model agents, with cross-paper synthesis performed by the lead agent.
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**Limitations of this review**: arXiv preprints are not peer-reviewed; some included papers may not reflect their final published form. Coverage is limited to arXiv — papers published directly in venues without arXiv preprints are not represented.
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## Themes
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<3-6 thematic sections. Each theme is a recurring research direction, problem framing, or methodological approach across the surveyed papers.>
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### Theme 1: <Theme name>
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<2-4 paragraphs describing this theme. Cite papers inline as you discuss them, e.g. "Vaswani et al. (2017) introduced X, while subsequent work (Devlin et al., 2018; Liu et al., 2019) extended it to Y." Do not just list papers — describe the intellectual thread that connects them.>
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### Theme 2: <Theme name>
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<...>
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## Convergences and Disagreements
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**Convergences**: <findings that multiple papers agree on — e.g. "Most surveyed papers agree that X is necessary, citing evidence from Y and Z.">
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**Disagreements**: <where papers reach different conclusions — e.g. "Vaswani et al. (2017) argue that X, while Dai et al. (2019) find the opposite under condition Y.">
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## Gaps and Open Questions
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<What the collective literature does not yet address. Pull from the "limitations" field of your Phase 3 extraction and identify patterns — if 5 papers all mention the same missing piece, that is a gap worth flagging.>
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## Per-Paper Annotations
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<One subsection per paper, ordered by year then first author. Each subsection is a mini-summary of that paper's contribution.>
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### Vaswani et al. (2017)
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**Research question**: <1 sentence from Phase 3 metadata>
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**Methodology**: <1-2 sentences>
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**Key findings**:
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- <bullet>
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- <bullet>
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- <bullet>
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**Limitations**: <1-2 sentences>
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### <Next paper>
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<...>
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## References
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<Alphabetical list by first author's last name, APA 7th format as described above.>
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Devlin, J., Chang, M.-W., Lee, K., & Toutanova, K. (2018). BERT: Pre-training of deep bidirectional transformers for language understanding. arXiv. https://arxiv.org/abs/1810.04805
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Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, Ł., & Polosukhin, I. (2017). Attention is all you need. arXiv. https://arxiv.org/abs/1706.03762
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<... more entries, one per paper ...>
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```
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## Quality checks before finalizing
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Before saving the report, verify:
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- [ ] Every paper in the surveyed set appears **both** in "Per-Paper Annotations" **and** in "References".
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- [ ] Every in-text citation matches a reference entry (no dangling citations).
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- [ ] Authors are formatted `LastName, FirstInitial.` — not `FirstName LastName`.
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- [ ] Years are in parentheses inline, and at the start of reference entries.
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- [ ] Titles are in sentence case in references (only first word + proper nouns capitalized).
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- [ ] arXiv URLs use the `abs_url` form (`https://arxiv.org/abs/...`), not `pdf_url`.
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- [ ] References are alphabetized by first author's last name.
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