The free, offline Trigger phrases: search 1688 for, find a factory on 1688 for, wholesale price on 1688 for, who is the cheapest supplier on 1688 for, compare 1688 suppliers for, use 1688, run 1688.

Apache-2.0Auto-check: notes

Install Pp 1688

skills CLI
$ npx skills add mvanhorn/printing-press-library --skill pp-1688 -a claude-code

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

GitHub CLI
$ gh skill install mvanhorn/printing-press-library pp-1688 --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/mvanhorn/printing-press-library.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cli-skills/pp-1688 .claude/skills/pp-1688 && 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/

Facts

Skill name
pp-1688
GitHub stars
2.1k
Token cost
~3k tokens
SKILL.md length
1,329 words
Files
1
Skills in repo
506
Repo updated
First seen
Licence
Apache-2.0

At a glance

The free, offline Trigger phrases: search 1688 for, find a factory on 1688 for, wholesale price on 1688 for, who is the cheapest supplier on 1688 for, compare 1688 suppliers for, use 1688, run 1688.

  • Works in 3 steps: Install via the Printing Press… → Verify: 1688-pp-cli --version → Ensure the reported install directory is…
  • Phrases: search 1688 for
  • SKILL.md covers Prerequisites: Install the CLI, When to Use This CLI, Anti-triggers and Unique Capabilities, plus 11 more sections
  • Calls go, claude and npx

What it does

Pp 1688 is an agent skill from mvanhorn/printing-press-library. The free, offline Trigger phrases: search 1688 for, find a factory on 1688 for, wholesale price on 1688 for, who is the cheapest supplier on 1688 for, compare 1688 suppliers for, use 1688, run 1688.

Its SKILL.md is about 3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It works with 1688. The repository describes itself as: Official library of CLIs generated by the CLI Printing Press. Endorsed, tested, and community-contributed. The licence is Apache-2.0.

When your agent uses it

  • Phrases: search 1688 for
  • Find a factory on 1688 for
  • Wholesale price on 1688 for
  • Who is the cheapest supplier on 1688 for

Example prompts

  • “/pp-1688”

Requirements

  • Node.js
  • Pre-approved tools (allowed-tools): Read, Bash

Workflow steps

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

  1. Install via the Printing Press installer. It defaults binaries to $HOME/.local/bin on macOS/Linux and…
  2. Verify: 1688-pp-cli --version
  3. Ensure the reported install directory is on $PATH for the agent/runtime that will invoke this skill.

What it can do on your machine

Read from SKILL.md and the folder at commit 76de244. 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:

    • Read
    • Bash

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • go
    • claude
    • npx

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.

    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

Pp 1688 loads about 3k tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 1,329 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~55
When it runs · the whole SKILL.md, loaded when a task matches
~3k

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Bash

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 mvanhorn/printing-press-library at commit 76de244, republished under its Apache-2.0 licence (© mvanhorn). 1,329 words, ~3,037 tokens.

Download SKILL.mdSave it as .claude/skills/pp-1688/SKILL.md (or your agent's skills folder).
name
pp-1688
description
The free, offline Trigger phrases: `search 1688 for`, `find a factory on 1688 for`, `wholesale price on 1688 for`, `who is the cheapest supplier on 1688 for`, `compare 1688 suppliers for`, `use 1688`, `run 1688`.
allowed-tools
Read, Bash
author
Hamza Qazi
license
Apache-2.0
argument-hint
<command> [args] | install cli|mcp
<!-- GENERATED FILE — DO NOT EDIT.
     This file is a verbatim mirror of library/commerce/1688/SKILL.md,
     regenerated post-merge by tools/generate-skills/. Hand-edits here are
     silently overwritten on the next regen. Edit the library/ source instead.
     See the repository agent guide, section "Generated artifacts: registry.json, cli-skills/". -->

1688 — Printing Press CLI

Prerequisites: Install the CLI

This skill drives the 1688-pp-cli binary. You must verify the CLI is installed before invoking any command from this skill. If it is missing, install it first:

  1. Install via the Printing Press installer. It defaults binaries to $HOME/.local/bin on macOS/Linux and %LOCALAPPDATA%\Programs\PrintingPress\bin on Windows:
    bash
    npx -y @mvanhorn/printing-press-library install 1688 --cli-only
  2. Verify: 1688-pp-cli --version
  3. Ensure the reported install directory is on $PATH for the agent/runtime that will invoke this skill.

If the npx install fails (no Node, offline, etc.), fall back to a direct Go install (requires Go 1.26.6 or newer). This installs into $GOPATH/bin (default $HOME/go/bin), so add that directory to $PATH instead:

bash
go install github.com/mvanhorn/printing-press-library/library/commerce/1688/cmd/1688-pp-cli@latest

If --version reports "command not found" after install, the runtime cannot see the binary directory on $PATH. Do not proceed with skill commands until verification succeeds.

Search 1688.com's China-domestic wholesale catalog and get structured offers (tiered price, MOQ, supplier, region, transaction volume) for free, with no paid scraper API and no API key. Every search persists to a local SQLite store, so drift shows how prices and reorder rates moved since last week, factory-find ranks real manufacturers above resellers, and supplier-report rolls up a shop's full reliability footprint. Read-only sourcing research.

When to Use This CLI

Use this CLI for read-only sourcing research on 1688.com: searching the China-domestic wholesale catalog, comparing offers on price/MOQ/reliability, distinguishing factories from resellers, and tracking how prices and reorder rates change over time. It is the right tool when an agent needs structured, scriptable wholesale data without a paid scraper subscription.

Anti-triggers

Do not use this CLI for:

  • Do not use this CLI for Alibaba.com international listings; that is a different site and API
  • Do not use it to place orders, add to cart, or contact suppliers; it is strictly read-only
  • Do not use it for Taobao/Tmall consumer retail listings
  • Do not use it expecting rich results from English keywords; 1688 is a Mandarin marketplace, translate first

Unique Capabilities

These capabilities aren't available in any other tool for this API.

Sourcing signals competitors don't rank
  • factory-find — Rank wholesale offers by how likely the seller is the real factory, not a reseller, and label each trader / likely-factory / verified-factory.

    Reach for this when an agent must pick a manufacturer over a middleman among dozens of near-identical listings.

    bash
    1688-pp-cli factory-find 蓝牙耳机 --top 10 --json
  • repurchase-top — Rank synced offers and suppliers by 回头率 (buyer reorder rate), with a minimum-transaction floor to suppress low-volume noise.

    Use it to surface suppliers buyers actually come back to, instead of trusting a one-off star rating.

    bash
    1688-pp-cli repurchase-top 手机壳 --min-tx 100 --json
  • region-spread — Group stored offers for a keyword by Chinese province and report min, median, and max price plus transaction count per region.

    Reach for this to spot whether a product is meaningfully cheaper out of one manufacturing cluster before narrowing suppliers.

    bash
    1688-pp-cli region-spread 手机壳 --json
Local state that compounds
  • drift — Show how an offer's price, reorder rate, and 30-day transaction count moved across your stored snapshots.

    Reach for this before a reorder to see whether a 'limited-time' price actually dropped or a supplier's reliability is trending down.

    bash
    1688-pp-cli drift 手机壳 --json
  • compare — Render a side-by-side table of price, MOQ, tier, reorder rate, transactions, factory flags, and trade scores for several offers of the same product.

    Use it to make the final buy decision between a handful of shortlisted suppliers in one view.

    bash
    1688-pp-cli compare 927875250705 836112681124 --json
  • supplier-report — Aggregate one shop across all its stored offers: trade-service scores, average reorder rate, total transactions, verification badges, offer count, and price range.

    Reach for this to vet or audit a supplier before committing volume, instead of judging from one listing.

    bash
    1688-pp-cli supplier-report b2b-2850655109d72ea --json
  • watch — Re-run a saved search, store a fresh snapshot, and print only what changed since last run: price and reorder-rate moves plus newly appeared offers and suppliers.

    Use it on a schedule to catch new entrants and price moves in a category without re-reading the whole result set.

    bash
    1688-pp-cli watch 手机壳 --json

Command Reference

offers — Inspect 1688 wholesale offer detail pages

  • 1688-pp-cli offers <offer_id> — Fetch a 1688 offer's public detail page by offer ID
Finding the right command

When you know what you want to do but not which command does it, ask the CLI directly:

bash
1688-pp-cli which "<capability in your own words>"

which resolves a natural-language capability query to the best matching command from this CLI's curated feature index. Exit code 0 means at least one match; exit code 2 means no confident match — fall back to --help or use a narrower query.

Recipes

Find verified factories for a product
bash
1688-pp-cli factory-find 蓝牙耳机 --top 10 --json

Ranks likely manufacturers above traders using factory flags, reorder rate, and trade scores.

Narrow a verbose search payload for an agent
bash
1688-pp-cli search 手机壳 --agent --select offers.title,offers.price_cny,offers.repurchase_rate,offers.supplier_name

Search responses are large and nested; --select pulls only the fields an agent needs so it does not burn context.

Compare shortlisted suppliers head to head
bash
1688-pp-cli compare 927875250705 836112681124 --json

Side-by-side price/MOQ/reorder/factory signals for specific offers you already synced.

Show full SKILL.md (577 more words)Show less
Check price and reorder-rate drift before a reorder
bash
1688-pp-cli drift 手机壳 --json

Diffs the latest stored snapshot against prior ones so you see real movement, not marketing 'limited-time' labels.

Rank suppliers by buyer reorder rate
bash
1688-pp-cli repurchase-top 手机壳 --min-tx 100 --json

Surfaces shops buyers actually come back to, ignoring low-volume noise.

Auth Setup

No authentication required.

Run 1688-pp-cli doctor to verify setup.

Agent Mode

Add --agent to any command. Expands to: --json --compact --no-input --no-color --yes.

  • Pipeable — JSON on stdout, errors on stderr

  • Filterable — --select keeps a subset of fields. Dotted paths descend into nested structures; arrays traverse element-wise. Critical for keeping context small on verbose APIs:

    bash
    1688-pp-cli offers mock-value --agent --select id,name,status
  • Previewable — --dry-run shows the request without sending

  • Offline-friendly — sync/search commands can use the local SQLite store when available

  • Non-interactive — never prompts, every input is a flag

  • Read-only — do not use this CLI for create, update, delete, publish, comment, upvote, invite, order, send, or other mutating requests

Response envelope

Commands that read from the local store or the API wrap output in a provenance envelope:

json
{
  "meta": {"source": "live" | "local", "synced_at": "...", "reason": "..."},
  "results": <data>
}

Parse .results for data and .meta.source to know whether it's live or local. A human-readable N results (live) summary is printed to stderr only when stdout is a terminal AND no machine-format flag (--json, --csv, --compact, --quiet, --plain, --select) is set — piped/agent consumers and explicit-format runs get pure JSON on stdout.

Agent Feedback

When you (or the agent) notice something off about this CLI, record it:

1688-pp-cli feedback "the --since flag is inclusive but docs say exclusive"
1688-pp-cli feedback --stdin < notes.txt
1688-pp-cli feedback list --json --limit 10

Entries are stored locally at ~/.local/share/1688-pp-cli/feedback.jsonl. They are never POSTed unless API_1688_FEEDBACK_ENDPOINT is set AND either --send is passed or API_1688_FEEDBACK_AUTO_SEND=true. Default behavior is local-only.

Write what surprised you, not a bug report. Short, specific, one line: that is the part that compounds.

Output Delivery

Every command accepts --deliver <sink>. The output goes to the named sink in addition to (or instead of) stdout, so agents can route command results without hand-piping. Three sinks are supported:

SinkEffect
stdoutDefault; write to stdout only
file:<path>Atomically write output to <path> (tmp + rename)
webhook:<url>POST the output body to the URL (application/json or application/x-ndjson when --compact)

Unknown schemes are refused with a structured error naming the supported set. Webhook failures return non-zero and log the URL + HTTP status on stderr.

Named Profiles

A profile is a saved set of flag values, reused across invocations. Use it when a scheduled agent calls the same command every run with the same configuration - HeyGen's "Beacon" pattern.

1688-pp-cli profile save briefing --json
1688-pp-cli --profile briefing offers mock-value
1688-pp-cli profile list --json
1688-pp-cli profile show briefing
1688-pp-cli profile delete briefing --yes

Explicit flags always win over profile values; profile values win over defaults. agent-context lists all available profiles under available_profiles so introspecting agents discover them at runtime.

Exit Codes

CodeMeaning
0Success
2Usage error (wrong arguments)
3Resource not found
5API error (upstream issue)
7Rate limited (wait and retry)
10Config error

Argument Parsing

Parse $ARGUMENTS:

  1. Empty, help, or --help → show 1688-pp-cli --help output
  2. Starts with install → ends with mcp → MCP installation; otherwise → see Prerequisites above
  3. Anything else → Direct Use (execute as CLI command with --agent)

MCP Server Installation

  1. Install the MCP server:
    bash
    go install github.com/mvanhorn/printing-press-library/library/commerce/1688/cmd/1688-pp-mcp@latest
  2. Register with Claude Code:
    bash
    claude mcp add 1688-pp-mcp -- 1688-pp-mcp
  3. Verify: claude mcp list

Direct Use

  1. Check if installed: which 1688-pp-cli If not found, offer to install (see Prerequisites at the top of this skill).
  2. Match the user query to the best command from the Unique Capabilities and Command Reference above.
  3. Execute with the --agent flag:
    bash
    1688-pp-cli <command> [subcommand] [args] --agent
  4. If ambiguous, drill into subcommand help: 1688-pp-cli <command> --help.

© mvanhorn, Apache-2.0. 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 cli-skills/pp-1688 of mvanhorn/printing-press-library.

Open the folder on GitHubat commit 76de244

Compare with similar skills

Pp 1688 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.

Pp 1688 compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Pp 1688 this skillmvanhorn/printing-press-library2.1k—~3kAutomated safety check: NotesApache-2.0
1688 Shopkeepernext-1688/1688-shopkeeper2.2k—~940Automated safety check: PassNone
1688 Item Selectionnext-1688/1688-item-select629—~1.8kAutomated safety check: PassNone
1688 Source Suppliersnext-1688/1688-source-suppliers556—~661Automated safety check: PassNone
1688 Buyer Opportunity Trackernext-1688/1688-customer-opportunity553—~4.6kAutomated safety check: PassNone
1688 Finance Taxnext-1688/1688-finance-tax683—~729Automated safety check: PassNone

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Works with

Questions about Pp 1688

What does Pp 1688 do?

The free, offline Trigger phrases: search 1688 for, find a factory on 1688 for, wholesale price on 1688 for, who is the cheapest supplier on 1688 for, compare 1688 suppliers for, use 1688, run 1688. Pp 1688 is an agent skill from mvanhorn/printing-press-library. The free, offline Trigger phrases: search 1688 for, find a factory on 1688 for, wholesale price on 1688 for, who is the cheapest supplier on 1688 for, compare 1688 suppliers for, use 1688, run 1688.

When should I use Pp 1688?

Pp 1688 fits situations like: phrases: search 1688 for; find a factory on 1688 for; wholesale price on 1688 for; who is the cheapest supplier on 1688 for.

How do I install Pp 1688 in Claude Code?

Run `npx skills add mvanhorn/printing-press-library --skill pp-1688 -a claude-code`. Or copy the skill folder (cli-skills/pp-1688 in mvanhorn/printing-press-library) into .claude/skills/pp-1688 in your project. Claude Code loads it when a task matches its description.

How do I install Pp 1688 in Codex?

Run `npx skills add mvanhorn/printing-press-library --skill pp-1688 -a codex`. Or copy the skill folder (cli-skills/pp-1688 in mvanhorn/printing-press-library) into .agents/skills/pp-1688 in your project. Codex loads it when a task matches its description.

Can I use Pp 1688 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 mvanhorn/printing-press-library --skill pp-1688 -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pp-1688, .gemini/skills/pp-1688, .github/skills/pp-1688 and .opencode/skills/pp-1688 in your project.

What does Pp 1688 need to run?

Going by SKILL.md and its folder, Pp 1688 needs the command-line tools its instructions call (go, claude and npx). Our summary lists: Node.js. Its frontmatter pre-approves these tools: Read, Bash.

Does Pp 1688 access the network?

SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Pp 1688 safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Pp 1688 use?

Pp 1688 is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Pp 1688 use?

About 3k tokens (SKILL.md is roughly 12k 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 Pp 1688?

Skills that share tags, products or a category with Pp 1688: 1688 Shopkeeper (next-1688/1688-shopkeeper, 2.2k stars), 1688 Item Selection (next-1688/1688-item-select, 629 stars), 1688 Source Suppliers (next-1688/1688-source-suppliers, 556 stars) and 1688 Buyer Opportunity Tracker (next-1688/1688-customer-opportunity, 553 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Pp 1688?

mvanhorn (a GitHub user) maintains it in mvanhorn/printing-press-library, which has 2,056 GitHub stars. The repository holds 506 skills in this directory. The repository was last updated on October 9, 2026.

Source: mvanhorn/printing-press-library on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.