Mem0 Platform SDK
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Process open LangChain docs integration PRs against the hosted-guide featuring policy (50K monthly downloads or maintainer feature override).
Install Update Integrations PRs
$ npx skills add langchain-ai/docs --skill update-integrations-prs -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install langchain-ai/docs update-integrations-prs --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/langchain-ai/docs.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/update-integrations-prs .claude/skills/update-integrations-prs && 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 "update-integrations-prs" agent skill from https://github.com/langchain-ai/docs/tree/main/.agents/skills/update-integrations-prs into .claude/skills/update-integrations-prs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-integrations-prs", 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/langchain-ai/docs/tree/main/.agents/skills/update-integrations-prsType 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 langchain-ai/docs --skill update-integrations-prs -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install langchain-ai/docs update-integrations-prs --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/langchain-ai/docs.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/update-integrations-prs .agents/skills/update-integrations-prs && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "update-integrations-prs" agent skill from https://github.com/langchain-ai/docs/tree/main/.agents/skills/update-integrations-prs into .agents/skills/update-integrations-prs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-integrations-prs", 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 langchain-ai/docs --skill update-integrations-prs -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install langchain-ai/docs update-integrations-prs --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/langchain-ai/docs.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/update-integrations-prs .cursor/skills/update-integrations-prs && 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 "update-integrations-prs" agent skill from https://github.com/langchain-ai/docs/tree/main/.agents/skills/update-integrations-prs into .cursor/skills/update-integrations-prs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-integrations-prs", 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/langchain-ai/docs.git --path .agents/skills/update-integrations-prs--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 langchain-ai/docs --skill update-integrations-prs -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install langchain-ai/docs update-integrations-prs --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/langchain-ai/docs.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/update-integrations-prs .gemini/skills/update-integrations-prs && 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 "update-integrations-prs" agent skill from https://github.com/langchain-ai/docs/tree/main/.agents/skills/update-integrations-prs into .gemini/skills/update-integrations-prs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-integrations-prs", 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 langchain-ai/docs update-integrations-prsInstalls 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 langchain-ai/docs --skill update-integrations-prs -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/langchain-ai/docs.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/update-integrations-prs .github/skills/update-integrations-prs && 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 "update-integrations-prs" agent skill from https://github.com/langchain-ai/docs/tree/main/.agents/skills/update-integrations-prs into .github/skills/update-integrations-prs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-integrations-prs", 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 langchain-ai/docs --skill update-integrations-prs -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install langchain-ai/docs update-integrations-prs --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/langchain-ai/docs.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/update-integrations-prs .opencode/skills/update-integrations-prs && 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 "update-integrations-prs" agent skill from https://github.com/langchain-ai/docs/tree/main/.agents/skills/update-integrations-prs into .opencode/skills/update-integrations-prs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-integrations-prs", 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
update-integrations-prs- GitHub stars
- 426
- Token cost
- ~1.7k tokens
- SKILL.md length
- 677 words
- Files
- 1
- Skills in repo
- 17
- Repo updated
- First seen
- Licence
- MIT
At a glance
Process open LangChain docs integration PRs against the hosted-guide featuring policy (50K monthly downloads or maintainer feature override).
- Works in 4 steps: Inspect the current branch → Measure downloads → Rebase → …
- Tasks that involve Building AI agents
- SKILL.md covers Policy, Workflow checklist, Hard rules and Common pitfalls, plus 1 more section
- Calls git, curl and gh; reaches pypistats.org and api.npmjs.org
What it does
Update Integrations PRs is an agent skill from langchain-ai/docs, published by the product's own GitHub organization. Process open LangChain docs integration PRs against the hosted-guide featuring policy (50K monthly downloads or maintainer feature override). Rebase an integration PR, convert to external YAML, feature an integration, or check package downloads for docs eligibility.
Its SKILL.md is about 1.7k 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 AI & LLM Engineering, covering Building AI agents. It works with LangChain and npm. The repository describes itself as: Unified LangChain documentation. The licence is MIT.
When your agent uses it
- Tasks that involve Building AI agents
Example prompts
- “/update-integrations-prs”
Requirements
- Python 3
Workflow steps
4 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit be3028f. 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
Shell commands in SKILL.md call:
gitcurlghpython3make
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
pypistats.orgapi.npmjs.org
Also links to:
docs.langchain.com
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
Update Integrations PRs loads about 1.7k tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 677 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 langchain-ai/docs at commit be3028f, republished under its MIT licence (© langchain-ai). 677 words, ~1,742 tokens.
Download SKILL.mdSave it as
.claude/skills/update-integrations-prs/SKILL.md (or your agent's skills folder).- name
- update-integrations-prs
- description
- Process open LangChain docs integration PRs against the hosted-guide featuring policy (50K monthly downloads or maintainer feature override). Rebase an integration PR, convert to external YAML, feature an integration, or check package downloads for docs eligibility.
Update integrations PRs
Process contributor integration docs PRs in langchain-ai/docs so they match the hosted-guide eligibility rules from #4865.
For new listings filed as GitHub issues (issue form + integration-submission label), use the submit-integration skill instead. That path creates listing changes for CI to open a PR.
Policy
| Case | Action |
|---|---|
| ≥50K monthly downloads (PyPI or npm) or maintainer feature override | Keep hosted MDX. Ensure correct integration: frontmatter. May set highlight: true in packages.yml and regenerate overview via partner_pkg_table (never hand-edit overview.mdx). |
| Under 50K, not featured | Remove hosted pages. Add YAML to scripts/data/integration_external_docs.yaml. Surface via downloads tables / all_providers. Prefer partner docs URLs. Keep packages.yml when there is a public LangChain-related package. |
Policy source: src/oss/contributing/publish-langchain.mdx and src/oss/contributing/integrations-langchain.mdx.
Workflow checklist
Copy and track:
- [ ] Identify PR + package name(s)
- [ ] Report monthly downloads (PyPI and/or npm)
- [ ] Decide: hosted/feature vs external
- [ ] Rebase onto upstream/main (keep contributor commits)
- [ ] Apply conversion in a **separate** commit
- [ ] Verify net diff vs main
- [ ] Report result; do **not** push unless asked1. Inspect the current branch
git branch --show-current
gh pr view --json number,title,url,author,maintainerCanModify,files,body
git diff --stat upstream/main...HEADFind the LangChain-related package name(s) from packages.yml, MDX install snippets, or registry metadata. Ignore unrelated packages with similar names.
2. Measure downloads
PyPI (last ~30 days, no mirrors):
curl -s "https://pypistats.org/api/packages/<pkg>/overall?mirrors=false" \
| python3 -c "import sys,json; d=json.load(sys.stdin); data=d.get('data',[]); last30=data[-30:] if len(data)>=30 else data; print(sum(x.get('downloads',0) for x in last30))"
curl -s "https://pypistats.org/api/packages/<pkg>/recent"npm (last month):
curl -s "https://api.npmjs.org/downloads/point/last-month/<pkg>"Report the number to the user before converting when they asked for downloads only.
3. Rebase
git fetch upstream main
git rebase upstream/main- Keep contributor commits; put the conversion in a new commit after rebase.
- On heavy merge history, cherry-pick content commits onto
upstream/main, then convert. - Drop obsolete Card grids that main replaced with
IntegrationDownloads. - Drop redirects for pages that were never on
main. - Drop unrelated
packages.ymldownload-count churn from bot commits.
4a. External conversion (under 50K)
Delete hosted MDX (component page and provider page if present).
Add YAML under the correct language + component in
scripts/data/integration_external_docs.yaml:yaml - name: ClassOrDisplayName pypi: langchain-example # or npm: "@org/pkg" under javascript: docs_url: https://partner.example/docsPrefer partner docs, then public GitHub/GitLab README, then PyPI/npm.
Downloads snippet (sort by
data-sort-value): add a row to the matchingsrc/snippets/oss/*-*-downloads.mdx(for examplepython-sandboxes-downloads.mdx). Match existing badge markup.all_providers: card with externalhref(alphabetical). Useicon="link"or an existing provider icon.packages.yml: append only for a public LangChain-related package. Ensure a trailing newline before appending. Omitpath: .. Skip if the source repo is private or not a normal public VCS listing.Nav / redirects: remove
docs.jsonentries and redirects for deleted never-on-main pages. Do not add redirects for pages that never shipped.Deep Agents / indexes: if the PR added provider cards that main no longer uses, prefer downloads tables and index grids; keep brief mentions only when main already lists providers that way.
Align listings with partner docs, not stale PR page counts.
Show full SKILL.md (294 more words)Show less
4b. Hosted / featured path (≥50K or override)
- Keep (or fix) hosted MDX; test code examples when touching them.
- Frontmatter: follow templates under
src/oss/*/integrations/**/TEMPLATE.mdx. Do not setfeatured: trueunless a maintainer asked. - Prefer
langchainimports overlangchain_corewhen editing kept pages. - For featuring: set
highlight: trueinpackages.ymlonly when asked; regenerate overview with the partner package table tool, do not hand-editoverview.mdx. - Update
src/docs.jsonif adding a page that should stay.
5. Commit and handoff
- Conversion commit message focuses on why (threshold / external listing / feature).
- Show
git diff --stat upstream/main...HEADand downloads in the summary. - Note
maintainerCanModifyfor push later. - Do not push unless the user asks. Use force-with-lease after rebase when pushing to the PR head.
- If
maintainerCanModify: false, say so and ask whether to open a replacement PR.
Hard rules
- Ask for clarification rather than assuming package identity or feature overrides.
- Never fabricate download counts, docs URLs, or package names.
- Never edit
build/. - Never hand-edit generated overview tables.
- When appending to
packages.yml, ensure a trailing newline first. - Run
make lint_prose FILES="..."on changed MDX before handoff when prose changed. - Follow repo git safety: no bare
git push; no force to main; no commit unless asked (except when the user said "go" / "next branch" for this workflow, commit the conversion).
Common pitfalls
| Pitfall | Fix |
|---|---|
| Wrong package (similar name on PyPI) | Confirm against install snippets and partner repo |
| Re-adding Card grids removed on main | Use IntegrationDownloads / YAML only |
| Redirects for never-shipped pages | Delete them |
| Duplicate table rows | Remove YAML if keeping hosted page |
| Private source repo | Skip incomplete packages.yml entry |
| JS + Python packages | Add both YAML sections / download rows when both exist |
Reference
- Eligibility docs:
/oss/contributing/publish-langchain#eligibility-for-hosted-guides - YAML data:
scripts/data/integration_external_docs.yaml - Downloads snippets:
src/snippets/oss/*-downloads.mdx - Package registry:
packages.yml - Policy PR: https://github.com/langchain-ai/docs/pull/4865
© langchain-ai, 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 .agents/skills/update-integrations-prs of langchain-ai/docs.
Open the folder on GitHubat commit be3028f
Compare with similar skills
Update Integrations PRs 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 |
|---|---|---|---|---|---|---|
| Update Integrations PRs this skilllangchain-ai/docs | 426 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Mem0 Platform SDKmem0ai/mem0 | 67k | 1 repos | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| LangSmith Trace DebuggingComposioHQ/awesome-claude-skills | 77k | 8 repos | ~2.7k | Automated safety check: Pass | None | |
| Add Example AgentGetBindu/Bindu | 10k | — | ~1.1k | Automated safety check: Notes | Custom licence | |
| Failproof AI SDK IntegrationFailproofAI/failproofai | 5.3k | — | ~6k | Automated safety check: Pass | Custom licence | |
| Edgeone Makers MigrationTencentEdgeOne/edgeone-makers-tools | 1.9k | 1 repos | ~4.1k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Update Integrations PRs
What does Update Integrations PRs do?
Process open LangChain docs integration PRs against the hosted-guide featuring policy (50K monthly downloads or maintainer feature override). Update Integrations PRs is an agent skill from langchain-ai/docs, published by the product's own GitHub organization. Process open LangChain docs integration PRs against the hosted-guide featuring policy (50K monthly downloads or maintainer feature override).
When should I use Update Integrations PRs?
Update Integrations PRs fits situations like: tasks that involve Building AI agents.
How do I install Update Integrations PRs in Claude Code?
Run `npx skills add langchain-ai/docs --skill update-integrations-prs -a claude-code`. Or copy the skill folder (.agents/skills/update-integrations-prs in langchain-ai/docs) into .claude/skills/update-integrations-prs in your project. Claude Code loads it when a task matches its description.
How do I install Update Integrations PRs in Codex?
Run `npx skills add langchain-ai/docs --skill update-integrations-prs -a codex`. Or copy the skill folder (.agents/skills/update-integrations-prs in langchain-ai/docs) into .agents/skills/update-integrations-prs in your project. Codex loads it when a task matches its description.
Can I use Update Integrations PRs 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 langchain-ai/docs --skill update-integrations-prs -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/update-integrations-prs, .gemini/skills/update-integrations-prs, .github/skills/update-integrations-prs and .opencode/skills/update-integrations-prs in your project.
What does Update Integrations PRs need to run?
Going by SKILL.md and its folder, Update Integrations PRs needs the command-line tools its instructions call (git, curl, gh, python3 and make). Our summary lists: Python 3.
Does Update Integrations PRs access the network?
SKILL.md names 3 domains. In commands or code: pypistats.org and api.npmjs.org; the agent is likely to contact these when it follows the instructions. As links in the text: docs.langchain.com. This is read from the text; nothing was executed.
Is Update Integrations PRs 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 Update Integrations PRs use?
Update Integrations PRs 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 Update Integrations PRs use?
About 1.7k tokens (SKILL.md is roughly 7k 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 Update Integrations PRs?
Skills that share tags, products or a category with Update Integrations PRs: Mem0 Platform SDK (mem0ai/mem0, 67k stars), LangSmith Trace Debugging (ComposioHQ/awesome-claude-skills, 77k stars), Add Example Agent (GetBindu/Bindu, 10k stars) and Failproof AI SDK Integration (FailproofAI/failproofai, 5.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Update Integrations PRs?
langchain-ai (a GitHub organization, an official publisher) maintains it in langchain-ai/docs, which has 426 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 9, 2026.
Source: langchain-ai/docs on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.