Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Scan recent arXiv/OpenReview papers, venue feeds, labs, and competitors for overlap.
Install Ccf Literature Monitor
$ npx skills add mikubaka88/CCFA-Skills --skill ccf-literature-monitor -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mikubaka88/CCFA-Skills ccf-literature-monitor --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ccf-literature-monitor .claude/skills/ccf-literature-monitor && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ccf-literature-monitor" agent skill from https://github.com/mikubaka88/CCFA-Skills/tree/main/ccf-literature-monitor into .claude/skills/ccf-literature-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ccf-literature-monitor", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/mikubaka88/CCFA-Skills/tree/main/ccf-literature-monitorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add mikubaka88/CCFA-Skills --skill ccf-literature-monitor -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mikubaka88/CCFA-Skills ccf-literature-monitor --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/ccf-literature-monitor .agents/skills/ccf-literature-monitor && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ccf-literature-monitor" agent skill from https://github.com/mikubaka88/CCFA-Skills/tree/main/ccf-literature-monitor into .agents/skills/ccf-literature-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ccf-literature-monitor", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mikubaka88/CCFA-Skills --skill ccf-literature-monitor -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mikubaka88/CCFA-Skills ccf-literature-monitor --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/ccf-literature-monitor .cursor/skills/ccf-literature-monitor && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ccf-literature-monitor" agent skill from https://github.com/mikubaka88/CCFA-Skills/tree/main/ccf-literature-monitor into .cursor/skills/ccf-literature-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ccf-literature-monitor", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/mikubaka88/CCFA-Skills.git --path ccf-literature-monitor--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add mikubaka88/CCFA-Skills --skill ccf-literature-monitor -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mikubaka88/CCFA-Skills ccf-literature-monitor --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/ccf-literature-monitor .gemini/skills/ccf-literature-monitor && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ccf-literature-monitor" agent skill from https://github.com/mikubaka88/CCFA-Skills/tree/main/ccf-literature-monitor into .gemini/skills/ccf-literature-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ccf-literature-monitor", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install mikubaka88/CCFA-Skills ccf-literature-monitorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add mikubaka88/CCFA-Skills --skill ccf-literature-monitor -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/ccf-literature-monitor .github/skills/ccf-literature-monitor && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ccf-literature-monitor" agent skill from https://github.com/mikubaka88/CCFA-Skills/tree/main/ccf-literature-monitor into .github/skills/ccf-literature-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ccf-literature-monitor", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mikubaka88/CCFA-Skills --skill ccf-literature-monitor -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mikubaka88/CCFA-Skills ccf-literature-monitor --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/ccf-literature-monitor .opencode/skills/ccf-literature-monitor && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ccf-literature-monitor" agent skill from https://github.com/mikubaka88/CCFA-Skills/tree/main/ccf-literature-monitor into .opencode/skills/ccf-literature-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ccf-literature-monitor", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ccf-literature-monitor- GitHub stars
- 3k
- Token cost
- ~1.8k tokens
- SKILL.md length
- 623 words
- Files
- 4 (incl. references)
- Skills in repo
- 17
- Repo updated
- First seen
- Licence
- MIT
At a glance
Scan recent arXiv/OpenReview papers, venue feeds, labs, and competitors for overlap.
- Works in 7 steps: Load references/monitoring-workflow.md. → If project state is available… → Choose the mode and time window. If the… → …
- Recurring novelty watch
- SKILL.md covers Family File Contract, Collaboration Contract, Core Rule and Modes, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Ccf Literature Monitor is an agent skill from mikubaka88/CCFA-Skills. Scan recent arXiv/OpenReview papers, venue feeds, labs, and competitors for overlap. Use for 竞品监控, 新论文追踪, 论文跟踪, and recurring novelty watch. Give dated evidence and changes since the prior scan. Broad related-work retrieval belongs to ccf-literature-searcher.
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `agents/openai.yaml`, `references/monitoring-workflow.md` and `references/report-template.md`).
It sits in Research & Science, covering Academic paper search and Literature review. It works with arXiv. The repository describes itself as: A skill family for shaping the research storyline of CCF-A papers. The licence is MIT.
When your agent uses it
- Recurring novelty watch
- Tasks that involve Academic paper search
- Tasks that involve Literature review
Example prompts
- “/ccf-literature-monitor”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Load references/monitoring-workflow.md.
- If project state is available (ccfa.yaml), read the current idea, target venue, claims, and tracked competitors.
- Choose the mode and time window. If the user says "latest", "recent", "new", "this week", or "today", verify the current date and use an…
- Execute the requested monitoring mode using public-safe queries and source-quality exclusions from the shared policy.
- Classify overlaps by problem, mechanism, evidence, benchmark, dataset, claim, and venue positioning.
- Report new or materially changed findings, with precise implications for the requested research decision. Use existing report history to…
- Execute already requested downstream work through its owner; otherwise offer optional handoff to ccf-literature-searcher for deep…
What it can do on your machine
Read from SKILL.md and the folder at commit 5969e6b. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Ccf Literature Monitor loads about 1.8k tokens when it runs, and up to ~3.5k if it reads all its reference files. Until then it costs about 71 tokens; SKILL.md has 623 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from mikubaka88/CCFA-Skills at commit 5969e6b, republished under its MIT licence (© mikubaka88). 623 words, ~1,834 tokens.
Download SKILL.mdSave it as
.claude/skills/ccf-literature-monitor/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- ccf-literature-monitor
- description
- Scan recent arXiv/OpenReview papers, venue feeds, labs, and competitors for overlap. Use for 竞品监控, 新论文追踪, 论文跟踪, and recurring novelty watch. Give dated evidence and changes since the prior scan. Broad related-work retrieval belongs to ccf-literature-searcher.
CCF Literature Monitor
Family File Contract
Before writing, resolve the canonical output and one stable working directory per task/artifact. Reuse explicit or established task paths; otherwise use project-root ccfa-workfiles/<purpose>/<artifact-id>/, with source/, assets/, cache/, and build/ only as needed. Update current files in place; do not scatter intermediates or create iteration copies. Preserve inputs and required evidence; clean only verified disposable files created by this task. Use UTF-8 text I/O and check Chinese text after saving or rendering. For file work, apply artifact-contracts.md and reuse the same paths across skill transitions.
Collaboration Contract
Before specialist execution, read and apply ccf-humanization first, then ccf-common. At every handoff, reuse their applicable active rules or refresh missing/changed ones. Both preflights are required even without prose; detailed editing, experiment, and maintenance modes run only when relevant.
Keep one integrating owner and actively use other skills to resolve missing prerequisites or check material findings. Reuse applicable evidence; do not skip necessary groundwork to save tokens. Before finalizing, integrate contributions and verify affected results. Follow the conditional cooperation routes; avoid unrelated stages and duplicate reports.
Core Rule
Monitor arXiv, OpenReview, conference/proceedings feeds, project pages, labs, and named competitors for new papers that could overlap with the user's idea or paper. Report findings factually. Do not exaggerate novelty threats, dismiss real overlap, or infer priority from weak evidence. Provide actionable signals: RELAX, RESEARCH, FOLLOW-UP.
Modes
arxiv-watch: scan recent papers in target categories or keyword clusters.venue-watch: scan OpenReview, proceedings, accepted-paper lists, or official venue pages.novelty-check: compare a given idea with recent papers and flag overlap.trend-scouting: summarize emerging directions, crowded areas, and under-tested gaps.competitor-tracking: monitor named research groups, labs, repositories, datasets, benchmarks, or authors.paper-alert-digest: produce a recurring watch report suitable for saving into a project folder.
Skill Linkage
- @READS
ccfa.yamlfor idea state. - @SHARES findings with
ccf-literature-searcher. - @SHARES novelty implications with
ccf-idea-reviewer. - @SHARES rescue or differentiation opportunities with
ccf-idea-optimizer. - @SHARES citation and positioning candidates with
ccf-paper-writer. - @FLAGS conflicting papers for
ccf-integrity-auditor.
Invocation Controls
CCFA Handoff Mode: PARTIAL (Recommended). Follow metadata.ccf_skill_controls.handoff_question_mode and ../ccf-common/references/handoff-modes.md.
Load ../ccf-common/references/task-modes.md before deciding exploratory, quick, or standard mode.
Treat unpublished ideas, draft abstracts, methods, and results as private material. Load ../ccf-common/references/privacy-and-evidence.md before using private text in queries. Use public-safe keywords, public method names, venue names, and user-approved query text.
Load ../ccf-common/references/review-output-standards.md when monitor results feed idea scoring, paper review, or score-risk language.
Show full SKILL.md (233 more words)Show less
Workflow
- Load
references/monitoring-workflow.md. - If project state is available (
ccfa.yaml), read the current idea, target venue, claims, and tracked competitors. - Choose the mode and time window. If the user says "latest", "recent", "new", "this week", or "today", verify the current date and use an explicit date range.
- Execute the requested monitoring mode using public-safe queries and source-quality exclusions from the shared policy.
- Classify overlaps by problem, mechanism, evidence, benchmark, dataset, claim, and venue positioning.
- Report new or materially changed findings, with precise implications for the requested research decision. Use existing report history to avoid presenting the same paper as new.
- Execute already requested downstream work through its owner; otherwise offer optional handoff to
ccf-literature-searcherfor deep retrieval,ccf-idea-reviewerfor score impact,ccf-idea-optimizerfor differentiation, orccf-paper-writerfor related-work integration.
Output Contract
For each monitoring execution, report in this structure:
## Literature Monitoring Report: [Mode] - [Topic/Venue]
**As of:** [YYYY-MM-DD]
**Time range:** [from] to [to]
**Sources scanned:** [arXiv categories / venues / labs / APIs]
**Papers scanned:** [count]
**High-relevance papers:** [count]
**Overall signal:** RELAX / RESEARCH / FOLLOW-UP
| Title | Source | Overlap level | Overlap type | Evidence basis | Action |
|:---|:---|:---:|:---|:---|:---:|
| [title] | [arXiv/OpenReview/venue] | None/Low/Medium/High | Problem/Method/Evidence/Benchmark | [abstract/intro/result] | RELAX/RESEARCH/FOLLOW-UP |
**Actionable flags:**
- RELAX: no material overlap found in the scanned window; continue, but do not claim full novelty proof.
- RESEARCH: partial overlap or possible close work; deep retrieve via `ccf-literature-searcher`.
- FOLLOW-UP: significant overlap in problem, mechanism, and evidence; route to `ccf-idea-reviewer` or `ccf-idea-optimizer` before writing stronger novelty claims.
**Handoff signals:**
- `ccf-literature-searcher`: [papers or clusters to retrieve deeply]
- `ccf-idea-reviewer`: [novelty or score implications]
- `ccf-idea-optimizer`: [differentiation or rescue direction]
- `ccf-paper-writer`: [related-work or positioning update]
- `ccf-integrity-auditor`: [citation/attribution conflict]
**Output self-check:** [date range explicit, source basis stated, table valid, no unsupported novelty conclusion]References
references/monitoring-workflow.md— Workflow, api-key-management, search strategy.references/report-template.md— Output template and formatting.../ccf-common/references/source-registry.yaml— Competitor and arxiv links.
Execution And Persistence
Distinguish a single scan from recurring monitoring. A recurring report format is not a scheduler: claim ongoing monitoring only after an actual authorized scheduled job exists. Record the time window and coverage; an empty scan is not proof of novelty. Deduplicate by stable paper identity and version, separating first publication from revisions. Batch independent feeds when supported; preserve real monitoring history under ../ccf-common/references/artifact-contracts.md. Follow no-new-files and existing project-state authorization.
© mikubaka88, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 3 other files (references) in ccf-literature-monitor of mikubaka88/CCFA-Skills.
- SKILL.md
- agents/openai.yaml
- references/monitoring-workflow.md
- references/report-template.md
Open the folder on GitHubat commit 5969e6b
Compare with similar skills
Ccf Literature Monitor next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ccf Literature Monitor this skillmikubaka88/CCFA-Skills | 3k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Systematic Literature Review Builderbytedance/deer-flow | 84k | 2 repos | ~4.3k | Automated safety check: Pass | MIT | |
| Paper Research on arXivXiaomiMiMo/MiMo-Code | 14k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Literature Review AgentAr9av/PaperOrchestra | 679 | 1 repos | ~5.2k | Automated safety check: Pass | Custom licence | |
| Arxiv MCP Serverblazickjp/arxiv-mcp-server | 3.2k | — | ~353 | Automated safety check: Pass | Apache-2.0 |
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Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra.
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A skill your agent uses when finding, comparing, reading, or monitoring arXiv papers, including requests for abstracts, citation graphs, original LaTeX, section-level technical details, or…
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Ccf Literature Searcher
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Related
Works with
Categories
Questions about Ccf Literature Monitor
What does Ccf Literature Monitor do?
Scan recent arXiv/OpenReview papers, venue feeds, labs, and competitors for overlap. Ccf Literature Monitor is an agent skill from mikubaka88/CCFA-Skills. Scan recent arXiv/OpenReview papers, venue feeds, labs, and competitors for overlap.
When should I use Ccf Literature Monitor?
Ccf Literature Monitor fits situations like: recurring novelty watch; tasks that involve Academic paper search; tasks that involve Literature review.
How do I install Ccf Literature Monitor in Claude Code?
Run `npx skills add mikubaka88/CCFA-Skills --skill ccf-literature-monitor -a claude-code`. Or copy the skill folder (ccf-literature-monitor in mikubaka88/CCFA-Skills) into .claude/skills/ccf-literature-monitor in your project. Claude Code loads it when a task matches its description.
How do I install Ccf Literature Monitor in Codex?
Run `npx skills add mikubaka88/CCFA-Skills --skill ccf-literature-monitor -a codex`. Or copy the skill folder (ccf-literature-monitor in mikubaka88/CCFA-Skills) into .agents/skills/ccf-literature-monitor in your project. Codex loads it when a task matches its description.
Can I use Ccf Literature Monitor in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mikubaka88/CCFA-Skills --skill ccf-literature-monitor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ccf-literature-monitor, .gemini/skills/ccf-literature-monitor, .github/skills/ccf-literature-monitor and .opencode/skills/ccf-literature-monitor in your project.
What does Ccf Literature Monitor need to run?
SKILL.md names no scripts, command-line tools or credentials: Ccf Literature Monitor is instructions for the agent only.
Does Ccf Literature Monitor access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Ccf Literature Monitor safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Ccf Literature Monitor use?
Ccf Literature Monitor is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Ccf Literature Monitor use?
About 1.8k tokens (SKILL.md is roughly 7.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.6k tokens, read only when the agent opens those files.
What are the alternatives to Ccf Literature Monitor?
Skills that share tags, products or a category with Ccf Literature Monitor: Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars), Systematic Literature Review Builder (bytedance/deer-flow, 84k stars), Paper Research on arXiv (XiaomiMiMo/MiMo-Code, 14k stars) and Literature Review Agent (Ar9av/PaperOrchestra, 679 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ccf Literature Monitor?
mikubaka88 (a GitHub user) maintains it in mikubaka88/CCFA-Skills, which has 3,015 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on September 16, 2026.
Source: mikubaka88/CCFA-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.