Token Map
nexu-io/open-design
Map an extracted Figma / source-code token bag onto the active OD design system, producing a deterministic mapping the generate stage can consume.
A skill your agent uses when papersurveyteam needs to map a research direction into influential paper paths, lab/team/person trajectories, problem definitions, method lineages, benchmark evolution…
MITAuto-check passed
Install Research Lineage Mapper
$ npx skills add BingHanOfUESTC/open_agent_team --skill research-lineage-mapper -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install BingHanOfUESTC/open_agent_team research-lineage-mapper --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/BingHanOfUESTC/open_agent_team.git skills-src && mkdir -p .claude/skills && cp -r skills-src/teams/paper_survey_team/skills/research-lineage-mapper .claude/skills/research-lineage-mapper && 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 "research-lineage-mapper" agent skill from https://github.com/BingHanOfUESTC/open_agent_team/tree/main/teams/paper_survey_team/skills/research-lineage-mapper into .claude/skills/research-lineage-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-lineage-mapper", 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/BingHanOfUESTC/open_agent_team/tree/main/teams/paper_survey_team/skills/research-lineage-mapperType 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 BingHanOfUESTC/open_agent_team --skill research-lineage-mapper -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install BingHanOfUESTC/open_agent_team research-lineage-mapper --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/BingHanOfUESTC/open_agent_team.git skills-src && mkdir -p .agents/skills && cp -r skills-src/teams/paper_survey_team/skills/research-lineage-mapper .agents/skills/research-lineage-mapper && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "research-lineage-mapper" agent skill from https://github.com/BingHanOfUESTC/open_agent_team/tree/main/teams/paper_survey_team/skills/research-lineage-mapper into .agents/skills/research-lineage-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-lineage-mapper", 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 BingHanOfUESTC/open_agent_team --skill research-lineage-mapper -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install BingHanOfUESTC/open_agent_team research-lineage-mapper --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/BingHanOfUESTC/open_agent_team.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/teams/paper_survey_team/skills/research-lineage-mapper .cursor/skills/research-lineage-mapper && 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 "research-lineage-mapper" agent skill from https://github.com/BingHanOfUESTC/open_agent_team/tree/main/teams/paper_survey_team/skills/research-lineage-mapper into .cursor/skills/research-lineage-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-lineage-mapper", 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/BingHanOfUESTC/open_agent_team.git --path teams/paper_survey_team/skills/research-lineage-mapper--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 BingHanOfUESTC/open_agent_team --skill research-lineage-mapper -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install BingHanOfUESTC/open_agent_team research-lineage-mapper --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/BingHanOfUESTC/open_agent_team.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/teams/paper_survey_team/skills/research-lineage-mapper .gemini/skills/research-lineage-mapper && 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 "research-lineage-mapper" agent skill from https://github.com/BingHanOfUESTC/open_agent_team/tree/main/teams/paper_survey_team/skills/research-lineage-mapper into .gemini/skills/research-lineage-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-lineage-mapper", 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 BingHanOfUESTC/open_agent_team research-lineage-mapperInstalls 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 BingHanOfUESTC/open_agent_team --skill research-lineage-mapper -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/BingHanOfUESTC/open_agent_team.git skills-src && mkdir -p .github/skills && cp -r skills-src/teams/paper_survey_team/skills/research-lineage-mapper .github/skills/research-lineage-mapper && 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 "research-lineage-mapper" agent skill from https://github.com/BingHanOfUESTC/open_agent_team/tree/main/teams/paper_survey_team/skills/research-lineage-mapper into .github/skills/research-lineage-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-lineage-mapper", 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 BingHanOfUESTC/open_agent_team --skill research-lineage-mapper -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install BingHanOfUESTC/open_agent_team research-lineage-mapper --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/BingHanOfUESTC/open_agent_team.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/teams/paper_survey_team/skills/research-lineage-mapper .opencode/skills/research-lineage-mapper && 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 "research-lineage-mapper" agent skill from https://github.com/BingHanOfUESTC/open_agent_team/tree/main/teams/paper_survey_team/skills/research-lineage-mapper into .opencode/skills/research-lineage-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-lineage-mapper", 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
research-lineage-mapper- GitHub stars
- 106
- Token cost
- ~447 tokens
- SKILL.md length
- 55 words
- Files
- 1
- Skills in repo
- 30
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when papersurveyteam needs to map a research direction into influential paper paths, lab/team/person trajectories, problem definitions, method lineages, benchmark evolution…
- Papersurveyteam needs to map a research direction into influential paper paths
- SKILL.md covers Core Questions, Mapping Axes, Report Artifacts and Hard Rules
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Lab/team/person trajectories
What it does
Research Lineage Mapper is an agent skill from BingHanOfUESTC/open_agent_team. Use this skill when papersurveyteam needs to map a research direction into influential paper paths, lab/team/person trajectories, problem definitions, method lineages, benchmark evolution, unresolved problems, and future directions.
Its SKILL.md is about 450 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Build persistent multi-agent teams that collaborate like real organizations to deliver complex tasks. The licence is MIT.
When your agent uses it
- Papersurveyteam needs to map a research direction into influential paper paths
- Lab/team/person trajectories
- Problem definitions
- Method lineages
Example prompts
- “/research-lineage-mapper”
What it can do on your machine
Read from SKILL.md and the folder at commit 7e28736. 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
Research Lineage Mapper loads about 447 tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 55 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 BingHanOfUESTC/open_agent_team at commit 7e28736, republished under its MIT licence (© BingHanOfUESTC). 55 words, ~447 tokens.
Download SKILL.mdSave it as
.claude/skills/research-lineage-mapper/SKILL.md (or your agent's skills folder).- name
- research-lineage-mapper
- description
- Use this skill when paper_survey_team needs to map a research direction into influential paper paths, lab/team/person trajectories, problem definitions, method lineages, benchmark evolution, unresolved problems, and future directions.
Research Lineage Mapper
This local skill turns paper collections into a research trajectory.
Core Questions
For any direction, answer:
What problem was originally defined?
Which papers changed the problem definition?
Which methods became dominant?
Which labs or teams repeatedly contributed?
Which benchmarks shaped progress?
Which assumptions remain fragile?
What is still unsolved?
Where is the direction likely to go?Mapping Axes
Use at least four axes:
Time: early work -> transition -> current frontier
Problem: task definition -> objective -> evaluation
Method: algorithm/model/data/training/inference route
People: labs, PIs, students, companies, open-source communitiesReport Artifacts
# Research Lineage Map
## Timeline
| Period | Key Question | Representative Papers | Main Shift |
|---|---|---|---|
## Problem-Method Matrix
| Problem Definition | Method Family | Representative Papers | Strength | Limitation |
|---|---|---|---|---|
## Lab And People Map
| Lab/Team | Key People | Representative Contributions | Evidence |
|---|---|---|---|
## Benchmark Evolution
| Benchmark/Data | What It Measures | What It Misses | Related Papers |
|---|---|---|---|
## Open Problems
## Future DirectionsHard Rules
- Do not invent advisor/student relationships.
- Mark inferred relationships as inference.
- Do not overstate impact from a single paper.
- Distinguish influential, representative, recent, and speculative papers.
© BingHanOfUESTC, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in teams/paper_survey_team/skills/research-lineage-mapper of BingHanOfUESTC/open_agent_team.
Open the folder on GitHubat commit 7e28736
Compare with similar skills
Research Lineage Mapper 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 |
|---|---|---|---|---|---|---|
| Research Lineage Mapper this skillBingHanOfUESTC/open_agent_team | 106 | — | ~447 | Automated safety check: Pass | MIT | |
| Token Mapnexu-io/open-design | 100k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Maps Geographyasgeirtj/system_prompts_leaks | 69k | — | ~717 | Automated safety check: Pass | CC0-1.0 | |
| Creating SurveysPostHog/posthog | 40k | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Surveysdavepoon/buildwithclaude | 3.6k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Feature Maponyx-dot-app/onyx | 32k | — | ~459 | Automated safety check: Pass | Custom licence |
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Questions about Research Lineage Mapper
What does Research Lineage Mapper do?
A skill your agent uses when papersurveyteam needs to map a research direction into influential paper paths, lab/team/person trajectories, problem definitions, method lineages, benchmark evolution…. Research Lineage Mapper is an agent skill from BingHanOfUESTC/open_agent_team. Use this skill when papersurveyteam needs to map a research direction into influential paper paths, lab/team/person trajectories, problem definitions, method lineages, benchmark evolution, unresolved problems, and future directions.
When should I use Research Lineage Mapper?
Research Lineage Mapper fits situations like: papersurveyteam needs to map a research direction into influential paper paths; lab/team/person trajectories; problem definitions; method lineages.
How do I install Research Lineage Mapper in Claude Code?
Run `npx skills add BingHanOfUESTC/open_agent_team --skill research-lineage-mapper -a claude-code`. Or copy the skill folder (teams/paper_survey_team/skills/research-lineage-mapper in BingHanOfUESTC/open_agent_team) into .claude/skills/research-lineage-mapper in your project. Claude Code loads it when a task matches its description.
How do I install Research Lineage Mapper in Codex?
Run `npx skills add BingHanOfUESTC/open_agent_team --skill research-lineage-mapper -a codex`. Or copy the skill folder (teams/paper_survey_team/skills/research-lineage-mapper in BingHanOfUESTC/open_agent_team) into .agents/skills/research-lineage-mapper in your project. Codex loads it when a task matches its description.
Can I use Research Lineage Mapper 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 BingHanOfUESTC/open_agent_team --skill research-lineage-mapper -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/research-lineage-mapper, .gemini/skills/research-lineage-mapper, .github/skills/research-lineage-mapper and .opencode/skills/research-lineage-mapper in your project.
What does Research Lineage Mapper need to run?
SKILL.md names no scripts, command-line tools or credentials: Research Lineage Mapper is instructions for the agent only.
Does Research Lineage Mapper 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 Research Lineage Mapper 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 Research Lineage Mapper use?
Research Lineage Mapper 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 Research Lineage Mapper use?
About 447 tokens (SKILL.md is roughly 1.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Research Lineage Mapper?
Skills that share tags, products or a category with Research Lineage Mapper: Token Map (nexu-io/open-design, 100k stars), Maps Geography (asgeirtj/system_prompts_leaks, 69k stars), Creating Surveys (PostHog/posthog, 40k stars) and Surveys (davepoon/buildwithclaude, 3.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Research Lineage Mapper?
BingHanOfUESTC (a GitHub user) maintains it in BingHanOfUESTC/open_agent_team, which has 106 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on June 23, 2026.
Source: BingHanOfUESTC/open_agent_team on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.