Agent skill

Local Paper Navigator

Find and read papers from the local papers library (repo papers/, mounted at /papers/).

Apache-2.0Auto-check passedResearch & Science

Install Local Paper Navigator

skills CLI

$ npx skills add CamusGIT/EvoQuant --skill local-paper-navigator -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install CamusGIT/EvoQuant local-paper-navigator --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/CamusGIT/EvoQuant.git skills-src && mkdir -p .claude/skills && cp -r skills-src/EvoQuant/skills/local-paper-navigator .claude/skills/local-paper-navigator && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "local-paper-navigator" agent skill from https://github.com/CamusGIT/EvoQuant/tree/main/EvoQuant/skills/local-paper-navigator into .claude/skills/local-paper-navigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-paper-navigator", 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

$skill-installer install https://github.com/CamusGIT/EvoQuant/tree/main/EvoQuant/skills/local-paper-navigator

Type 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.

skills CLI

$ npx skills add CamusGIT/EvoQuant --skill local-paper-navigator -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install CamusGIT/EvoQuant local-paper-navigator --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/CamusGIT/EvoQuant.git skills-src && mkdir -p .agents/skills && cp -r skills-src/EvoQuant/skills/local-paper-navigator .agents/skills/local-paper-navigator && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "local-paper-navigator" agent skill from https://github.com/CamusGIT/EvoQuant/tree/main/EvoQuant/skills/local-paper-navigator into .agents/skills/local-paper-navigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-paper-navigator", 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.

skills CLI

$ npx skills add CamusGIT/EvoQuant --skill local-paper-navigator -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install CamusGIT/EvoQuant local-paper-navigator --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/CamusGIT/EvoQuant.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/EvoQuant/skills/local-paper-navigator .cursor/skills/local-paper-navigator && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "local-paper-navigator" agent skill from https://github.com/CamusGIT/EvoQuant/tree/main/EvoQuant/skills/local-paper-navigator into .cursor/skills/local-paper-navigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-paper-navigator", 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

$ gemini skills install https://github.com/CamusGIT/EvoQuant.git --path EvoQuant/skills/local-paper-navigator

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add CamusGIT/EvoQuant --skill local-paper-navigator -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install CamusGIT/EvoQuant local-paper-navigator --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/CamusGIT/EvoQuant.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/EvoQuant/skills/local-paper-navigator .gemini/skills/local-paper-navigator && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "local-paper-navigator" agent skill from https://github.com/CamusGIT/EvoQuant/tree/main/EvoQuant/skills/local-paper-navigator into .gemini/skills/local-paper-navigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-paper-navigator", 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.

GitHub CLI

$ gh skill install CamusGIT/EvoQuant local-paper-navigator

Installs 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).

skills CLI

$ npx skills add CamusGIT/EvoQuant --skill local-paper-navigator -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/CamusGIT/EvoQuant.git skills-src && mkdir -p .github/skills && cp -r skills-src/EvoQuant/skills/local-paper-navigator .github/skills/local-paper-navigator && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "local-paper-navigator" agent skill from https://github.com/CamusGIT/EvoQuant/tree/main/EvoQuant/skills/local-paper-navigator into .github/skills/local-paper-navigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-paper-navigator", 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.

skills CLI

$ npx skills add CamusGIT/EvoQuant --skill local-paper-navigator -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install CamusGIT/EvoQuant local-paper-navigator --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/CamusGIT/EvoQuant.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/EvoQuant/skills/local-paper-navigator .opencode/skills/local-paper-navigator && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "local-paper-navigator" agent skill from https://github.com/CamusGIT/EvoQuant/tree/main/EvoQuant/skills/local-paper-navigator into .opencode/skills/local-paper-navigator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-paper-navigator", 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: local-paper-navigator
GitHub stars: 151
Token cost: ~1.3k tokens
SKILL.md length: 484 words
Files: 19 (incl. scripts, references, assets)
Skills in repo: 6
Repo updated: Sep 2, 2026
First seen: Oct 7, 2026
Licence: Apache-2.0

At a glance

Find and read papers from the local papers library (repo papers/, mounted at /papers/).

Works in 4 steps: paper_search(query, limit) — 1–3… → paper_read(paper_id) — for each… → paper_section(paper_id, heading|query) —… → …
: find papers in the local library
SKILL.md covers Core loop, Reading discipline, Five Red Lines (always) and Typical paths, plus 3 more sections
Runs Python scripts from its folder

What it does

Local Paper Navigator is an agent skill from CamusGIT/EvoQuant. Find and read papers from the local papers library (repo papers/, mounted at /papers/). Three native tools form a reading funnel: papersearch (one line per paper), paperread (card + section outline), papersection (one verbatim section — the only full-text access). Use when: find papers in the local library, read a local report, compare viewpoints across papers, keyword search across extracted knowledge. Do NOT use for: online paper search (use paper-navigator), survey reports (use research-survey), idea…

Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 21 other files, including scripts, reference files and assets (for example `assets/paper-summary-template.md`, `references/disambiguation.md` and `references/iterative-collection.md`).

It sits in Research & Science, covering Academic paper search and Brainstorming. The repository describes itself as: EvoQuant is a self-evolving AI research agent specialized in quantitative investment research. It runs the full research loop autonomously. The licence is Apache-2.0.

When your agent uses it

: find papers in the local library
Read a local report
Compare viewpoints across papers
Keyword search across extracted knowledge

Example prompts

“/local-paper-navigator”

Requirements

Python 3
Pre-approved tools (allowed-tools): think_tool, paper_search, paper_read, paper_section, read_file

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

paper_search(query, limit) — 1–3 queries, one concept each, dedupe by paperId.
paper_read(paper_id) — for each candidate that matters. 8+ char paperId prefix works.
paper_section(paper_id, heading|query) — only when you must quote the full text verbatim.
Stop. Cite with the paperId prefix (first 8+ chars).

What it can do on your machine

Read from SKILL.md and the folder at commit ac1c4b8. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
- think_tool
- paper_search
- paper_read
- paper_section
- read_file
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 10 files in scripts/ (Python, from the files we listed), which the agent can run.
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

Local Paper Navigator loads about 1.3k tokens when it runs, and up to ~7k if it reads all its reference files. Until then it costs about 142 tokens; SKILL.md has 484 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~142
When it runs · the whole SKILL.md, loaded when a task matches: ~1.3k
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~7k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from CamusGIT/EvoQuant at commit ac1c4b8, republished under its Apache-2.0 licence (© CamusGIT). 484 words, ~1,264 tokens.

Download SKILL.mdSave it as .claude/skills/local-paper-navigator/SKILL.md (or your agent's skills folder). This skill also uses 18 other files; get the full folder from GitHub.

name: local-paper-navigator
description: Find and read papers from the local papers library (repo papers/, mounted at /papers/). Three native tools form a reading funnel: paper_search (one line per paper), paper_read (card + section outline), paper_section (one verbatim section — the only full-text access). Use when: find papers in the local library, read a local report, compare viewpoints across papers, keyword search across extracted knowledge. Do NOT use for: online paper search (use paper-navigator), survey reports (use research-survey), idea generation (use research-ideation).
allowed-tools: think_tool, paper_search, paper_read, paper_section, read_file
metadata.author: quant-research-team
metadata.version: 2.0.0
metadata.tags: local, search, rubric, reading

Local Paper Navigator

Find and read papers from the local papers library via the three native tools. No scripts, no environment variables — the library is already mounted and the tools resolve it themselves.

paper_search    L3  one line per paper — find candidates, pick paperIds
      │
paper_read      L2  full card + section outline — understand a paper (one call is enough)
      │
paper_section   L1  ONE verbatim section — the only escape hatch into full text

Whole-paper reads are blocked by design (/papers/markdown/** and /papers/raw/** reject direct reads). A read rejection is the mechanism working, not a failure — descend a level instead.

Core loop

paper_search(query, limit) — 1–3 queries, one concept each, dedupe by paperId.
paper_read(paper_id) — for each candidate that matters. 8+ char paperId prefix works.
paper_section(paper_id, heading|query) — only when you must quote the full text verbatim.
Stop. Cite with the paperId prefix (first 8+ chars).

Empty search → the tool says so honestly. Report "not in the library" rather than widening into fabrication; try one rephrased query (English ↔ Chinese — cards match Chinese titles) before concluding.

Reading discipline

Level	Tool	Payload	When
L3 Contextual	`paper_search`	one line/paper	scanning, building a shortlist
L2 Analytical	`paper_read`	card + outline, ≤8K	understanding a paper's method + findings
L1 Technical	`paper_section`	one section, ≤16K	reimplementing, verbatim quotation

Defaults: L3 before L2 before L1. Escalate only when the current level cannot answer the question. Most questions end at L2.

Five Red Lines (always)

Track history. Don't re-run a query you already ran. Empty result → change angle, not synonyms.
Search a gap, not a vibe. Every query maps to one missing piece of information. No stacked-keyword bags.
One query = one concept. Split comparisons (A vs B), multi-property asks, and multi-year spans into separate calls.
Never hallucinate. Every fact (title, source, year, content) comes from a tool result. Direct reads being rejected is the design — never claim content you couldn't reach.
Quote-or-zero. When you claim a paper meets a criterion, quote a ≤80-char span from its card or a paper_section result. No quote → that criterion scores 0.

Show full SKILL.md (182 more words)Show less

Typical paths

POINT (title quoted / paperId known / "read this"): paper_read once → answer. Paper Card format in references/output-formats.md. Stop — no expansion unless asked.

LIST (default — "find papers about X"): 2–3 paper_search calls from different angles → paper_read the top few → shortlist with evidence.

SURVEY ("survey of X", 30+ papers, called from research-ideation): escalate to Thorough Mode — references/thorough-mode.md (rubric, triage, saturation gate; still all native tools).

Legacy scripts (compatibility only)

scripts/ still work and now default to the papers root (--papers-dir, or EVOSCIENTIST_PAPERS_DIR; --workspace-dir is deprecated). The native tools above replaced them for search/read — reach for a script only when it does something the tools don't:

Need	Script
Cross-reference expansion	`xref_search.py`, `similar_papers.py`
Literature report scaffold	`literature_report.py`
Find code (online/local)	`find_code.py`, `code_repo_search.py`
Card-level search fallback	`local_search.py`, `match_by_title.py`, `snippet_search.py`

References

File	Read when
`references/thorough-mode.md`	SURVEY / ITERATIVE — multi-round rubric search
`references/search-principles.md`	Per-query rules, gap diagnosis
`references/disambiguation.md`	Query is a project nickname / codename
`references/reading-strategy.md`	L1 / L2 / L3 reading framework
`references/output-formats.md`	Paper Card / Reading-Notes templates
`references/iterative-collection.md`	5-state machine for ITERATIVE branch

Hand off to

Goal	Skill
Survey report	`research-survey`
Idea generation	`research-ideation`
Baseline code audit	`experiment-pipeline`
Extract new PDFs	`quant-paper-extractor`

Files

SKILL.md and 18 other files (scripts, references, assets) in EvoQuant/skills/local-paper-navigator of CamusGIT/EvoQuant.

SKILL.md
assets/paper-summary-template.md
references/disambiguation.md
references/iterative-collection.md
references/output-formats.md
references/reading-strategy.md
references/search-principles.md
references/thorough-mode.md
scripts/code_repo_search.py
scripts/fetch_paper.py
scripts/find_code.py
scripts/literature_report.py
scripts/local_search.py
scripts/match_by_title.py
scripts/saturation.py
scripts/similar_papers.py
scripts/snippet_search.py
scripts/utils.py
… and 1 more

Open the folder on GitHubat commit ac1c4b8

Compare with similar skills

Local Paper Navigator 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.

Local Paper Navigator compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Local Paper Navigator this skillCamusGIT/EvoQuant	151	—	~1.3k	Automated safety check: Pass	Apache-2.0	1 mo ago
Nanoresearch IdeationOpenRaiser/NanoResearch	1.3k	1 repos	~256	Automated safety check: Pass	MIT	1 mo ago
Ideer Daily PaperAI45Lab/iDeer	416	—	~2.3k	Automated safety check: Notes	AGPL-3.0	2 mo ago
Paper NavigatorEvoScientist/EvoSkills	475	—	~6.3k	Automated safety check: Notes	Apache-2.0	8 days ago
Academic Researchvoidful/academic-skills	133	—	~887	Automated safety check: Pass	MIT	6 mo ago
Paper NavigatorAI4Scientist/nano-scientist	128	—	~7.7k	Automated safety check: Notes	None	4 mo ago

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Questions about Local Paper Navigator

What does Local Paper Navigator do?

Find and read papers from the local papers library (repo papers/, mounted at /papers/). Local Paper Navigator is an agent skill from CamusGIT/EvoQuant. Find and read papers from the local papers library (repo papers/, mounted at /papers/).

When should I use Local Paper Navigator?

Local Paper Navigator fits situations like: : find papers in the local library; read a local report; compare viewpoints across papers; keyword search across extracted knowledge.

How do I install Local Paper Navigator in Claude Code?

Run `npx skills add CamusGIT/EvoQuant --skill local-paper-navigator -a claude-code`. Or copy the skill folder (EvoQuant/skills/local-paper-navigator in CamusGIT/EvoQuant) into .claude/skills/local-paper-navigator in your project. Claude Code loads it when a task matches its description.

How do I install Local Paper Navigator in Codex?

Run `npx skills add CamusGIT/EvoQuant --skill local-paper-navigator -a codex`. Or copy the skill folder (EvoQuant/skills/local-paper-navigator in CamusGIT/EvoQuant) into .agents/skills/local-paper-navigator in your project. Codex loads it when a task matches its description.

Can I use Local Paper Navigator 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 CamusGIT/EvoQuant --skill local-paper-navigator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/local-paper-navigator, .gemini/skills/local-paper-navigator, .github/skills/local-paper-navigator and .opencode/skills/local-paper-navigator in your project.

What does Local Paper Navigator need to run?

Going by SKILL.md and its folder, Local Paper Navigator needs Python for the scripts in its folder. Our summary lists: Python 3. Its frontmatter pre-approves these tools: think_tool, paper_search, paper_read, paper_section, read_file.

Does Local Paper Navigator 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 Local Paper Navigator 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Local Paper Navigator use?

Local Paper Navigator is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Local Paper Navigator use?

About 1.3k tokens (SKILL.md is roughly 5.1k 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 5.7k tokens, read only when the agent opens those files.

What are the alternatives to Local Paper Navigator?

Skills that share tags, products or a category with Local Paper Navigator: Nanoresearch Ideation (OpenRaiser/NanoResearch, 1.3k stars), Ideer Daily Paper (AI45Lab/iDeer, 416 stars), Paper Navigator (EvoScientist/EvoSkills, 475 stars) and Academic Research (voidful/academic-skills, 133 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Local Paper Navigator?

CamusGIT (a GitHub user) maintains it in CamusGIT/EvoQuant, which has 151 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on September 2, 2026.

Source: CamusGIT/EvoQuant on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Local Paper Navigator

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Local Paper Navigator

Core loop

Reading discipline

Five Red Lines (always)

Typical paths

Legacy scripts (compatibility only)

References

Hand off to

Files

Compare with similar skills

Similar skills

More from CamusGIT/EvoQuant

Related

Questions about Local Paper Navigator