Arxiv MCP Server
blazickjp/arxiv-mcp-server
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…
A skill your agent uses when an empirical analysis should be RUN and audited, not just advised — DiD, IV, RDD, synthetic control, DML, multiple-testing, sensitivity.
Install Rt Execution Bridge
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill rt-execution-bridge -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills rt-execution-bridge --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/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Research-Toolkit-Skills/skills/rt-execution-bridge .claude/skills/rt-execution-bridge && 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 "rt-execution-bridge" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Toolkit-Skills/skills/rt-execution-bridge into .claude/skills/rt-execution-bridge/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rt-execution-bridge", 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/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Toolkit-Skills/skills/rt-execution-bridgeType 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 brycewang-stanford/Awesome-Journal-Skills --skill rt-execution-bridge -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills rt-execution-bridge --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Research-Toolkit-Skills/skills/rt-execution-bridge .agents/skills/rt-execution-bridge && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "rt-execution-bridge" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Toolkit-Skills/skills/rt-execution-bridge into .agents/skills/rt-execution-bridge/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rt-execution-bridge", 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 brycewang-stanford/Awesome-Journal-Skills --skill rt-execution-bridge -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills rt-execution-bridge --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Research-Toolkit-Skills/skills/rt-execution-bridge .cursor/skills/rt-execution-bridge && 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 "rt-execution-bridge" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Toolkit-Skills/skills/rt-execution-bridge into .cursor/skills/rt-execution-bridge/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rt-execution-bridge", 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/brycewang-stanford/Awesome-Journal-Skills.git --path Research-Toolkit-Skills/skills/rt-execution-bridge--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 brycewang-stanford/Awesome-Journal-Skills --skill rt-execution-bridge -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills rt-execution-bridge --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Research-Toolkit-Skills/skills/rt-execution-bridge .gemini/skills/rt-execution-bridge && 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 "rt-execution-bridge" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Toolkit-Skills/skills/rt-execution-bridge into .gemini/skills/rt-execution-bridge/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rt-execution-bridge", 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 brycewang-stanford/Awesome-Journal-Skills rt-execution-bridgeInstalls 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 brycewang-stanford/Awesome-Journal-Skills --skill rt-execution-bridge -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Research-Toolkit-Skills/skills/rt-execution-bridge .github/skills/rt-execution-bridge && 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 "rt-execution-bridge" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Toolkit-Skills/skills/rt-execution-bridge into .github/skills/rt-execution-bridge/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rt-execution-bridge", 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 brycewang-stanford/Awesome-Journal-Skills --skill rt-execution-bridge -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills rt-execution-bridge --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Research-Toolkit-Skills/skills/rt-execution-bridge .opencode/skills/rt-execution-bridge && 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 "rt-execution-bridge" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Toolkit-Skills/skills/rt-execution-bridge into .opencode/skills/rt-execution-bridge/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rt-execution-bridge", 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
rt-execution-bridge- GitHub stars
- 1.2k
- Token cost
- ~709 tokens
- SKILL.md length
- 225 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when an empirical analysis should be RUN and audited, not just advised — DiD, IV, RDD, synthetic control, DML, multiple-testing, sensitivity.
- Works in 4 steps: detect_design → preflight / recommend →… → audit_result(result_id) — enumerate the… → Design-specific sensitivity from the… → …
- An empirical analysis should be RUN and audited
- SKILL.md covers When to trigger, The spine (always), Design → tools (summary; full… and Hard rules, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Rt Execution Bridge is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when an empirical analysis should be RUN and audited, not just advised — DiD, IV, RDD, synthetic control, DML, multiple-testing, sensitivity. Maps the design to the concrete StatsPAI / Stata MCP tools in this environment and reports the fitted, audited number. Defers result placement and house style to the target journal's pack.
Its SKILL.md is about 710 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Econometrics and empirical research and MCP servers. It works with LaTeX. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- An empirical analysis should be RUN and audited
- Not just advised — DiD
- Synthetic control
- Multiple-testing
Example prompts
- “/rt-execution-bridge”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- detect_design → preflight / recommend → fit with as_handle=true.
- audit_result(result_id) — enumerate the checks the design still owes; run each
- Design-specific sensitivity from the handle (honest_did_from_result,
- bibtex(keys=[…]) for citations — never invent references.
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. 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.
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
Rt Execution Bridge loads about 709 tokens when it runs. Until then it costs about 89 tokens; SKILL.md has 225 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 brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 225 words, ~709 tokens.
Download SKILL.mdSave it as
.claude/skills/rt-execution-bridge/SKILL.md (or your agent's skills folder).- name
- rt-execution-bridge
- description
- Use when an empirical analysis should be RUN and audited, not just advised — DiD, IV, RDD, synthetic control, DML, multiple-testing, sensitivity. Maps the design to the concrete StatsPAI / Stata MCP tools in this environment and reports the fitted, audited number. Defers result placement and house style to the target journal's pack.
Execution Bridge (rt-execution-bridge)
Close the last mile: turn "you should use a heterogeneity-robust DiD / weak-IV-robust CI /
multiple-testing correction" into an actual fitted, audited estimate. Full map +
orchestration spine + validated worked-examples (DiD / IV / RDD / synthetic-control / DML):
shared-resources/empirical-methods/execution-with-mcp.md.
When to trigger
- You have data and a design and need the actual estimate + its diagnostics.
- A reviewer objection (real or simulated) needs an executed answer (e.g. "TWFE is biased under staggered adoption" → run Callaway–Sant'Anna + Goodman-Bacon).
The spine (always)
detect_design→preflight/recommend→ fit withas_handle=true.audit_result(result_id)— enumerate the checks the design still owes; run eachsuggest_functionit names.- Design-specific sensitivity from the handle (
honest_did_from_result,sensitivity_from_result,evalue_from_result). bibtex(keys=[…])for citations — never invent references.
Design → tools (summary; full table in the canonical doc)
- Staggered DiD:
callaway_santanna/sun_abraham+bacon_decomposition+honest_did_from_result. - IV:
iv+effective_f_test+anderson_rubin_ci(weak-IV-robust). - RDD:
rdrobust+rddensity/mccrary_test. - Synthetic control:
synth/sdid+ placebo inference. - DML / high-dim:
dml+dml_diagnostics(overlap) +oster/sensemakr. - Multiple testing / inference:
romano_wolf,wild_cluster_bootstrap,twoway_cluster. - Exhibits:
etable/did_summary_to_latexstraight from the handle.
Hard rules
- Run, don't claim — every reported estimate/CI/F/bound traces to a tool call.
bibtexis the only citation source.- Method here, placement there — where the result goes (body vs. appendix, page limit,
house table style) is the target pack's skills +
official-source-map.md. - Degrade honestly — if StatsPAI/Stata are not connected, adapt the
code/skeleton and flag any unverified number.
Output format
【Design】DiD / IV / RDD / SCM / DML / …
【Estimate】point [CI] (estimator)
【Key diagnostic】(first-stage/effective F, pre-trends p, overlap, placebo p, …)
【Audit gaps run】…
【Magnitude】interpretable units
【Next】rt-submission-readiness / the pack's tables-figures skill© brycewang-stanford, 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 Research-Toolkit-Skills/skills/rt-execution-bridge of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Rt Execution Bridge 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 |
|---|---|---|---|---|---|---|
| Rt Execution Bridge this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~709 | Automated safety check: Pass | MIT | |
| Arxiv MCP Serverblazickjp/arxiv-mcp-server | 3.2k | — | ~353 | Automated safety check: Pass | Apache-2.0 | |
| Nature Academic SearchTai609/NebulaMat | 100 | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| Fin Paper Writingcsmar432/finai-research | 109 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Fin Ref Papercsmar432/finai-research | 109 | — | ~2k | Automated safety check: Pass | MIT | |
| Academic Paper Verifybrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~2.9k | Automated safety check: Pass | Custom licence |
Similar skills
Nature Academic Search
Tai609/NebulaMat
Multi-source literature search, citation verification, strict independent other-citation audits, article-level citation metric tables, influential citer profiling with citation-context extraction…
Fin Paper Writing
csmar432/finai-research
经济金融论文写作编排器。根据PAPEROUTLINE.md和REFINEDDESIGN.md，编排调用fin-paper-draft（正文写作）、fin-paper-figure（图表生成）、fin-review-loop（review循环），管理版本并确保章节间的一致性。
Fin Ref Paper
csmar432/finai-research
从LITREVIEW.md和IDEAREPORT.md中提取参考文献，自动生成符合JF/JFE/RFS/GB-T-7714格式的references.bib，并管理引用一致性。
Academic Paper Verify
brycewang-stanford/Auto-Empirical-Research-Skills
Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files.
Aer Statspai
brycewang-stanford/Auto-Empirical-Research-Skills
A skill your agent uses when aer-identification has fixed the design, after methodology choice and before aer-robustness or aer-tables-figures, to run an AER-track analysis with StatsPAI — the…
More from brycewang-stanford/Awesome-Journal-Skills
All 2,387 skills in this repoAaag Data Analysis
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
Aaag Literature Positioning
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
Aaag Rebuttal
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
Aaag Research Design
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
Aaag Review Process
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
Aaag Submission
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
Related
Works with
Categories
Questions about Rt Execution Bridge
What does Rt Execution Bridge do?
A skill your agent uses when an empirical analysis should be RUN and audited, not just advised — DiD, IV, RDD, synthetic control, DML, multiple-testing, sensitivity. Rt Execution Bridge is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when an empirical analysis should be RUN and audited, not just advised — DiD, IV, RDD, synthetic control, DML, multiple-testing, sensitivity.
When should I use Rt Execution Bridge?
Rt Execution Bridge fits situations like: an empirical analysis should be RUN and audited; not just advised — DiD; synthetic control; multiple-testing.
How do I install Rt Execution Bridge in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill rt-execution-bridge -a claude-code`. Or copy the skill folder (Research-Toolkit-Skills/skills/rt-execution-bridge in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/rt-execution-bridge in your project. Claude Code loads it when a task matches its description.
How do I install Rt Execution Bridge in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill rt-execution-bridge -a codex`. Or copy the skill folder (Research-Toolkit-Skills/skills/rt-execution-bridge in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/rt-execution-bridge in your project. Codex loads it when a task matches its description.
Can I use Rt Execution Bridge 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 brycewang-stanford/Awesome-Journal-Skills --skill rt-execution-bridge -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rt-execution-bridge, .gemini/skills/rt-execution-bridge, .github/skills/rt-execution-bridge and .opencode/skills/rt-execution-bridge in your project.
What does Rt Execution Bridge need to run?
SKILL.md names no scripts, command-line tools or credentials: Rt Execution Bridge is instructions for the agent only.
Does Rt Execution Bridge 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 Rt Execution Bridge 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 Rt Execution Bridge use?
Rt Execution Bridge 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 Rt Execution Bridge use?
About 709 tokens (SKILL.md is roughly 2.8k 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 Rt Execution Bridge?
Skills that share tags, products or a category with Rt Execution Bridge: Arxiv MCP Server (blazickjp/arxiv-mcp-server, 3.2k stars), Nature Academic Search (Tai609/NebulaMat, 100 stars), Fin Paper Writing (csmar432/finai-research, 109 stars) and Fin Ref Paper (csmar432/finai-research, 109 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Rt Execution Bridge?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,219 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.