Agent skill

Pp Webflow

by mvanhorn in mvanhorn/printing-press-library

The whole Webflow Data API, plus a local database that lets you audit SEO, diff staging against live, and preview a publish before you trigger it.

Apache-2.0Auto-check: notesMarketing & SEO

Install Pp Webflow

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

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

GitHub CLI
$ gh skill install mvanhorn/printing-press-library pp-webflow --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-webflow .claude/skills/pp-webflow && 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-webflow
GitHub stars
2.1k
Token cost
~8.2k tokens
SKILL.md length
3,568 words
Files
1
Skills in repo
505
Repo updated
First seen
Licence
Apache-2.0

At a glance

The whole Webflow Data API, plus a local database that lets you audit SEO, diff staging against live, and preview a publish before you trigger it.

  • Works in 6 steps: recall before any discovery → decision tree → always read warnings → …
  • Phrases: audit the SEO on my Webflow site
  • SKILL.md covers Prerequisites: Install the CLI, When to Use This CLI, Anti-triggers and Unique Capabilities, plus 7 more sections
  • Calls go, claude and npx; needs WEBFLOW_API_TOKEN

What it does

Pp Webflow is an agent skill from mvanhorn/printing-press-library. The whole Webflow Data API, plus a local database that lets you audit SEO, diff staging against live, and preview a publish before you trigger it. Trigger phrases: audit the SEO on my Webflow site, what would change if I publish this Webflow site, which Webflow CMS items are not published yet, bulk update my Webflow collection items, check my Webflow redirects, list my Webflow pages, use webflow, run webflow.

Its SKILL.md is about 8.2k 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 Marketing & SEO, covering SEO audit. It works with Webflow. 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: audit the SEO on my Webflow site
  • What would change if I publish this Webflow site
  • Which Webflow CMS items are not published yet
  • Bulk update my Webflow collection items

Example prompts

  • “/pp-webflow”

Requirements

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

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. recall before any discovery
  2. decision tree
  3. always read warnings
  4. teach & after finalizing your response - always
  5. playbooks - optional flags, automatic synthesis
  6. playbook amend & when your debug response identifies a correction

What it can do on your machine

Read from SKILL.md and the folder at commit 7638ad4. 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 these keys or tokens, usually read from environment variables:

    • WEBFLOW_API_TOKEN

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Pp Webflow loads about 8.2k tokens when it runs. Until then it costs about 110 tokens; SKILL.md has 3,568 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~110
When it runs · the whole SKILL.md, loaded when a task matches
~8.2k

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 7638ad4, republished under its Apache-2.0 licence (© mvanhorn). 3,568 words, ~8,226 tokens.

Download SKILL.mdSave it as .claude/skills/pp-webflow/SKILL.md (or your agent's skills folder).
name
pp-webflow
description
The whole Webflow Data API, plus a local database that lets you audit SEO, diff staging against live, and preview a publish before you trigger it. Trigger phrases: `audit the SEO on my Webflow site`, `what would change if I publish this Webflow site`, `which Webflow CMS items are not published yet`, `bulk update my Webflow collection items`, `check my Webflow redirects`, `list my Webflow pages`, `use webflow`, `run webflow`.
allowed-tools
Read, Bash
author
Kerry Morrison
license
Apache-2.0
argument-hint
<command> [args] | install cli|mcp
<!-- GENERATED FILE — DO NOT EDIT.
     This file is a verbatim mirror of library/developer-tools/webflow/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/". -->

Webflow — Printing Press CLI

Prerequisites: Install the CLI

This skill drives the webflow-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 webflow --cli-only
  2. Verify: webflow-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 1.26.5 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/developer-tools/webflow/cmd/webflow-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.

Webflow's own CLI stops at sites, CMS, forms, and assets. Every page-level operation you actually need has an endpoint and no command: SEO metadata, page copy, redirects, robots.txt, custom code. This CLI covers all 117 Data API operations and adds a local SQLite mirror on top. The seven audit commands read that mirror rather than the API, so run sync --full once before seo audit, drift, publish preview, overview, redirects audit, collections completeness, or items bulk-set; without it they return empty.

When to Use This CLI

Reach for this CLI when the task involves a Webflow site's structure or content rather than its visual design. It is the right tool for auditing SEO metadata across many pages, comparing staged CMS content against what is live, previewing or triggering a publish, bulk-editing collection items, managing redirects and robots.txt, and reading or rewriting page copy through the page DOM. It is also the right tool whenever the question spans more than one site. Note the split: the generated endpoint commands call the API directly, while the seven audit commands (seo audit, drift, publish preview, overview, redirects audit, collections completeness, items bulk-set) read the local mirror and need sync --full to have run first.

Anti-triggers

Do not use this CLI for:

  • Do not use this CLI to change a site's visual design, styles, or layout. Those live in the Webflow Designer and are not exposed by the Data API.
  • Do not use this CLI to build or deploy Webflow Cloud apps, DevLink component libraries, or Designer Extensions. The official @webflow/webflow-cli owns those workflows.
  • Do not use this CLI to create or move elements on a page canvas. Only text content through the page DOM endpoints is reachable; structural editing requires the Designer app bridge.
  • Do not use this CLI to crawl or audit the rendered public website. It reads Webflow's stored configuration, not the HTML a browser receives.

Unique Capabilities

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

Local state that compounds
  • seo audit — Find every page on a site with a missing, duplicated, or over-length SEO title or description before it costs you traffic.

    Reach for this instead of paging the pages endpoint yourself when you need the site-wide metadata problems ranked, not the raw page objects.

    bash
    webflow-pp-cli seo audit 580e63e98c9a982ac9b8b741 --agent
  • drift — See exactly which CMS items were edited in staging but never published, field by field.

    Reach for this before any publish when you need to know what is actually about to go live rather than trusting the staging view.

    bash
    webflow-pp-cli drift 580e63fc8c9a982ac9b8b745 --agent
  • overview — One row per site you have synced locally: pages, collections, unpublished items, SEO findings, days since last publish.

    Reach for this when the question starts with 'across all my sites'; every other tool forces you to ask it one site at a time. Covers the sites present in the local mirror, so sync every site you care about first.

    bash
    webflow-pp-cli overview --agent --select sites.displayName,sites.unpublishedItems,sites.daysSincePublish
Publish safety
  • publish preview — See everything that would change if you published this site right now: pages edited since the last publish, draft pages, and unpublished CMS items, alongside the site's redirect-rule count.

    Reach for this as the pre-flight check before calling the publish endpoint, especially in CI where a surprise publish is expensive to undo.

    bash
    webflow-pp-cli publish preview 580e63e98c9a982ac9b8b741 --agent
  • redirects audit — Catch redirects that shadow a live page, point nowhere, loop, or duplicate another rule.

    Reach for this during launch hygiene; the redirect endpoints let you read and write rules but never tell you which ones are wrong.

    bash
    webflow-pp-cli redirects audit 580e63e98c9a982ac9b8b741 --agent
Bulk content work
  • items bulk-set — Apply the same field value to many CMS items selected by a condition. Previews the change set by default; --apply writes it, paced so you never hit a rate limit mid-run.

    Reach for this instead of looping the update endpoint yourself; it previews the change set first and survives a 60-request-per-minute ceiling.

    bash
    webflow-pp-cli items bulk-set 580e63fc8c9a982ac9b8b745 --match status=draft --set author=editorial --agent
  • collections completeness — Per-field fill rate across a whole collection, so you can spot required fields nobody filled and schema fields nobody uses.

    Reach for this before a content batch goes live when you need to know which fields are systematically empty rather than checking items one at a time.

    bash
    webflow-pp-cli collections completeness 580e63fc8c9a982ac9b8b745 --agent

Command Reference

asset-folders — Manage asset folders

  • webflow-pp-cli asset-folders <asset_folder_id> — Get details about a specific Asset Folder Required scope | assets:read

assets — Assets are files that are uploaded to your Webflow account.

  • webflow-pp-cli assets delete — Delete an Asset Required Scope: assets: write
  • webflow-pp-cli assets get — Get details about an asset Required scope | assets:read
  • webflow-pp-cli assets patch — Update details of an Asset. Required scope | assets:write

collections — Collections are CMS collections of items.

  • webflow-pp-cli collections delete — Delete a collection using its ID. Required scope | cms:write
  • webflow-pp-cli collections details — Get the full details of a collection from its ID. Required scope | cms:read

form-submissions — Manage form submissions

  • webflow-pp-cli form-submissions delete — Delete a form submission Required scope | forms:write
  • webflow-pp-cli form-submissions get — Get information about a given form submissio. Required scope | forms:read
  • webflow-pp-cli form-submissions modify — Update hidden fields on a form submission Required scope | forms:write

forms — Forms are forms that are created on your Webflow site.

  • webflow-pp-cli forms <form_id> — Get information about a given form. Required scope | forms:read

pages — Pages are the pages in your Webflow site.

  • webflow-pp-cli pages get-metadata — Get metadata information for a single page. Required scope | pages:read
  • webflow-pp-cli pages update-settings — Update Page-level metadata, including SEO and Open Graph fields. Required scope | pages:write

sites — Sites are the sites in your Webflow workspace.

  • webflow-pp-cli sites delete — Delete a site. <Warning title='Enterprise Only'>This endpoint requires an Enterprise workspace.
  • webflow-pp-cli sites get — Get details of a site. Required scope | sites:read
  • webflow-pp-cli sites list — List of all sites the provided access token is able to access. Required scope | sites:read
  • webflow-pp-cli sites update — Update a site. <Warning title='Enterprise Only'>This endpoint requires an Enterprise workspace.

token — Manage token

  • webflow-pp-cli token authorized-by — Information about the Authorized User Required Scope | authorized_user:read
  • webflow-pp-cli token introspect — Information about the authorization token <Note>Access to this endpoint requires a bearer token from a [Data Client

webhooks — Webhooks are the webhooks in your Webflow site.

  • webflow-pp-cli webhooks get — Get a specific Webhook instance Required scope: sites:read
  • webflow-pp-cli webhooks remove — Remove a Webhook Required scope: sites:read

workspaces — Manage workspaces

Finding the right command

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

bash
webflow-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

Rank SEO problems across a site without a crawler
bash
webflow-pp-cli seo audit 580e63e98c9a982ac9b8b741 --agent --select findings.pageSlug,findings.issue,findings.severity

Reads the local pages mirror and returns only the three fields an agent needs to build a fix list, instead of the full page objects.

Check what a publish would actually change
bash
webflow-pp-cli publish preview 580e63e98c9a982ac9b8b741 --json

Joins publish timestamps, page updates, unpublished item counts, and pending redirects into one pre-flight answer.

Find CMS items edited in staging but never published
bash
webflow-pp-cli drift 580e63fc8c9a982ac9b8b745 --json

Diffs the staged and live copies of every item in the collection field by field.

Retag many items in one paced pass
bash
webflow-pp-cli items bulk-set 580e63fc8c9a982ac9b8b745 --match category=news --set category=updates

Selects matching items from the local mirror and prints the change set. It previews by default; add --apply to execute against the API.

Search every synced page, item, and submission at once
bash
webflow-pp-cli search "pricing" --limit 20 --json

Full-text search across the local mirror, which no other Webflow tool offers.

Auth Setup

Webflow accepts two token shapes on the same Authorization: Bearer header. A site token is generated per site under Site settings, Apps & Integrations, API access. A workspace token starts with ws- and covers every site in the workspace. Set either one as WEBFLOW_API_TOKEN in your environment; that is the only way to supply a static token, since this CLI has no set-token command. login runs the OAuth2 flow instead, and auth status shows what is currently loaded. Scopes matter more than the token shape: a token created without data scopes authenticates fine and then returns 403 OAuthForbidden: You are missing the following scopes on the first real call. doctor tells you whether a token loaded and whether the API is reachable; it does not enumerate scopes. Use token introspect for that, and read the 403 body, which names the exact scope you are missing. One endpoint sits outside all of this: workspaces audit-logs needs an Enterprise workspace plus a workspace token carrying workspace_activity:read, a scope the OAuth2 flow cannot grant at all.

Run webflow-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
    webflow-pp-cli asset-folders 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

  • Explicit retries — use --idempotent only when an already-existing create should count as success, and use --ignore-missing only when a missing delete target should count as success

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.

Paths and state

Agents should treat the CLI's path resolver as part of the runtime contract:

  • Use --home <dir> for one invocation, or set WEBFLOW_HOME=<dir> to relocate all four path kinds under one root.

  • Use per-kind env vars only when a specific kind must diverge: WEBFLOW_CONFIG_DIR, WEBFLOW_DATA_DIR, WEBFLOW_STATE_DIR, WEBFLOW_CACHE_DIR.

  • Resolution order is per-kind env var, --home, WEBFLOW_HOME, XDG (XDG_CONFIG_HOME, XDG_DATA_HOME, XDG_STATE_HOME, XDG_CACHE_HOME), then platform defaults.

  • config contains settings like config.toml and profiles. data contains credentials.toml, data.db, cookies, and auth sidecars. state contains persisted queries, jobs, and teach.log. cache contains regenerable HTTP/cache files.

  • Stored secrets live in credentials.toml under the data dir. Existing legacy config.toml secrets are read for compatibility and leave config.toml on the first auth write.

  • Run webflow-pp-cli doctor --fail-on warn to surface path and credential-location warnings. agent-context exposes a schema v4 paths block for agents that need the resolved dirs.

  • For MCP, pass relocation through the MCP host config. The MCP binary does not inherit CLI flags:

    json
    {
      "mcpServers": {
        "webflow": {
          "command": "webflow-pp-mcp",
          "env": {
            "WEBFLOW_HOME": "/srv/webflow"
          }
        }
      }
    }

Fleet precedence: an inherited per-kind env var overrides an explicit --home for that kind. Use WEBFLOW_HOME or per-kind vars as durable fleet levers, and use --home only for a single invocation. Relocation is not reversible by unsetting env vars; move files manually before clearing WEBFLOW_HOME, or doctor will not find credentials left under the former root.

Automatic learning

This CLI ships a self-capturing learning loop. The CLI does its own bookkeeping: every invocation is journaled locally, a failed flag followed by a corrected retry auto-derives a flag_alias candidate, and a teach on a query family without a playbook auto-synthesizes a playbook_candidate from the session's journal. Your job is judgment only: recall first, act on surfaced candidates, teach the final answer, playbook amend when you observe a correction. You never record failures by hand.

Step 1: recall before any discovery

Before list/search/drill commands on a new user question, run:

bash
webflow-pp-cli recall "<user's question>" --agent

The response envelope:

json
{
  "query": "...",
  "normalized": "<normalized form>",
  "query_entities": ["..."],
  "found": true | false,
  "match_score": 0.0,
  "results": [
    { "resource_id": "...", "resource_type": "...", "venue": "...",
      "confidence": 2, "entity_match": "exact|partial|unknown",
      "source": "taught|preseed|pattern", "warnings": ["..."] }
  ],
  "mismatches": [ /* only when --debug-mismatches */ ],
  "warnings": [ /* top-level */ ],
  "candidates": [
    { "id": 12, "class": "flag_alias | playbook_candidate",
      "summary": "...", "sightings": 3, "last_seen": "...",
      "rationale": "...",
      "next_action": ["<trial command>", "webflow-pp-cli learnings confirm 12"] }
  ],
  "playbook": {
    "query_family": "...",
    "playbook": {
      "steps": [ { "cmd": "<command with {slot} substitution>", "purpose": "..." } ],
      "entity_slots": ["$ENTITY"],
      "expected_tool_calls": 3
    },
    "slots_resolved": { "$ENTITY": { "token": "<live token>", "canonical": "<canonical>" } },
    "notes": "<workarounds + gotchas for this query family>"
  },
  "notes": "<duplicate surface for non-playbook callers>"
}

Empty-store short-circuit: if the store has no learnings, playbooks, or candidates yet (recall finds nothing and learnings list and learnings candidates are both empty), skip recall for the rest of this session instead of taxing every query; resume recall-first once something has been taught.

Show full SKILL.md (1,547 more words)Show less
Step 2: decision tree

Read candidates, playbook, notes, results[0], and warnings in that order:

if Candidates present (warnings include "candidates_present"):
    -> candidates are try-then-confirm, never facts. Follow each candidate's
       two-step next_action verbatim: run the trial command first, then run
       `learnings confirm <id>` only after the trial verified the behavior.
       Reject a wrong candidate with `learnings reject <id>`.
    -> NEVER re-teach something recall surfaced as a candidate; confirm or
       reject that candidate instead of teaching a duplicate.
    -> candidates ride alongside playbooks and resource hits, not instead of
       them; continue with the branches below after acting on them.

if Playbook present:
    -> READ Playbook.notes verbatim FIRST (workarounds + gotchas the CLI surface doesn't expose)
    -> replay Playbook.steps in order, substituting Playbook.slots_resolved entries
       for the entity slot tokens. If a step's slot is unresolved, fall back to
       discovery for that step only.
    -> the Playbook's expected_tool_calls is a budget; if you find yourself running
       materially more, record the divergence via `webflow-pp-cli playbook amend`
       at end-of-session.

elif Notes present (no Playbook):
    -> read Notes verbatim before any discovery step; they carry known gotchas
       for this query family even when no structured choreography exists yet.

elif Found AND Results[0].EntityMatch == "exact" AND Results[0].Confidence >= 2:
    -> skip discovery; fetch live data for Results[*].ResourceID in parallel

elif Found AND Results[0].EntityMatch == "partial":
    -> candidate hint, NOT a hit; read the resource title to validate before trusting

elif (any row in Mismatches[] when --debug-mismatches was passed):
    -> treat as cold start; the stored learning is for a different entity
       (different canonical resolved from query_entities)

else:  // Found == false, no playbook, no notes
    -> cold start; run discovery normally; teach the answer afterward (Step 4).
       If the family has no playbook yet, that teach auto-synthesizes a
       playbook candidate from this session's journal - you do not need to
       record one by hand.

Playbook and Notes are orthogonal to the per-resource path. A recall response can carry both a Playbook AND a Results[] hit - use both: the Playbook tells you which choreography to run; the resource hits short-circuit specific steps. Default to skipping mismatches; pass --debug-mismatches only when investigating cold-start surprises.

Candidate judgment details: learnings confirm <id> prints the candidate's full payload before materializing it - check that the printed payload matches the behavior you verified. learnings reject <id> tombstones the derivation signature so the same candidate does not resurface. The envelope carries only the few candidates worth acting on now; webflow-pp-cli learnings candidates lists the full open set.

Graceful degradation: if learnings confirm is an unknown command, you are driving an older binary - ignore the candidates guidance and follow the rest of the protocol.

Step 3: always read warnings
  • low_confidence: row exists at confidence<2. Treat as a hint, not a skip-discovery hit.
  • resource_not_in_store: the local store doesn't have the resource the learning points at. The match validator couldn't classify entities — direct-fetch and re-evaluate.
  • cross_alias_match (per-result): the row was taught under a different alias and matched the live query's canonical via entity_lookups (e.g., a "USA" teach satisfying a "United States" recall). Trust the resource_id.
  • similar_shape_different_entity:<canonical> (top-level): a structurally matching row exists but its canonical entity differs from the live query's. Treated as cold start; the warning carries the conflicting canonical as a hint, but the row is NOT promoted into Results.
  • ambiguous_alias (top-level): a single query entity resolved to multiple canonicals (e.g., "Cards" → Arizona Cardinals + St. Louis Cardinals). Surface the ambiguity from context before committing to a resource.
  • candidates_present (top-level): the envelope carries a candidates section. Handle it via the candidates branch in Step 2 before anything else.
  • lookup_refresh_available (top-level): an entity in the query has no lookup row yet, but synced data could provide one. Run webflow-pp-cli sync to refresh entity lookups.
  • Top-level no_learnings_for_query_family: the table had no rows above the Jaccard floor. Pure cold start.
Step 4: teach & after finalizing your response - always

Teaching is unconditional. After resolving a query the store could not answer, background-teach the final resource mapping - no call-count threshold, no judging whether it was "worth" learning. The teach is the anchor of the loop: it triggers playbook synthesis for a family without a playbook, and same-referent phrasings fold into one family so near-duplicate teaches do not fragment the store. Fire it after assembling your user-facing response but BEFORE emitting it, with a shell & so the call returns immediately:

bash
webflow-pp-cli teach --query "<user's question>" --resource-type <type> --resource <id1> --resource <id2>
# (append shell `&` to background it)

Silent on success. Errors only land in teach.log under the resolved state dir. Teach the most specific resource - if the user asked a broad question and you walked through parent records to find the specific answer, teach the leaf id, not the parent. The CLI uses seeded entity_lookups for cross-alias resolution at recall time, so a teach under one alias (e.g., "Niners") satisfies future queries under another alias (e.g., "49ers", "San Francisco") automatically.

PII rule: teach the structural question with identifiers stripped - never include names, emails, phone numbers, account ids, or other personal identifiers in taught queries or notes. The CLI scans teach queries for obvious email/phone shapes and warns, but does not block; strip before teaching rather than relying on the warning.

Step 5: playbooks - optional flags, automatic synthesis

You do not need to decide whether a session "deserves" a playbook: a teach on a family without one auto-synthesizes a playbook_candidate from the session's journal, and the next session judges it via confirm/reject. Attach explicit playbook flags only when you already hold choreography worth recording verbatim - workarounds the CLI didn't surface (silently-dropped flags, undocumented params, pagination tricks, payload gotchas). Prefer the integrated one-call form - record the resource learning and the playbook in the same teach invocation:

bash
# Common case: record both the resource learning AND the playbook in one call.
webflow-pp-cli teach \
  --query "<user's question>" \
  --resource <id> \
  --playbook-file ~/playbooks/<shape>.json \
  --playbook-notes-file ~/playbooks/<shape>-notes.md
# (append shell `&` to background it)

# Alternate: playbook-only (no resource to record alongside).
webflow-pp-cli teach-playbook \
  --query "<user's question>" \
  --playbook-file ~/playbooks/<shape>.json \
  --notes-file ~/playbooks/<shape>-notes.md

Playbook files are JSON with steps, entity_slots, expected_tool_calls. Notes files are markdown carrying the gotchas verbatim. File-free callers (MCP-only agents) pass the same content inline: --playbook-json and --playbook-notes on the integrated teach form, --playbook-json and --notes on teach-playbook. On the integrated teach form, the playbook flags are optional - omit them entirely for a resource-only teach. On the standalone teach-playbook form, at least one of the playbook and notes flags must be set; both empty is rejected. Playbooks are keyed on the structural query family (entities stripped) so a recipe taught from one entity-shaped query applies to every other query of the same shape, with slots_resolved binding the live query's canonical at recall time.

When you DO find a playbook on a future recall, treat it as ground truth: replay the steps with slots_resolved substitutions, skip the discovery that the choreography already documents, and read notes before any step.

Step 6: playbook amend & when your debug response identifies a correction

If your debug-protocol response identifies a concrete correction the notes or playbook should know — a workaround, an undocumented endpoint shape, a stale field name, observed schema drift, an empty-payload fallback — fire playbook amend BEFORE emitting your user-facing response. Same fire-and-forget posture as teach.

bash
webflow-pp-cli playbook amend \
  --query "<exact recall query string>" \
  --add-note "<your concrete correction>"
# (append shell `&` to background it)

What counts as worth amending: a behavior you OBSERVED this session that future-you would benefit from knowing. Examples worth amending:

  • A workaround for a CLI surface that silently drops or misorders a flag.
  • An undocumented endpoint shape (response wrapped in {meta, results}, payload nested two levels deeper than the docs claim).
  • Observed schema drift (a field renamed, an index that shifted between seasons, a category label that the API now returns lower-cased).

What does NOT belong in notes:

  • The year-specific or entity-specific answer to the user's question. That's the response, not a learning.
  • Per-team / per-athlete / per-row data the playbook already retrieves at runtime.
  • Statements that paraphrase what the existing notes already say.

The amend command appends to the family's existing notes with a timestamped marker ([amend YYYY-MM-DDTHH:MMZ]: <text>). Multiple amends accumulate; the audit trail is visible. If no playbook exists yet for the family, amend creates a notes-only one (so cold-start corrections still land).

PII discipline for amend notes

playbook amend notes are designed to potentially flow upstream as shared knowledge in future versions of the Printing Press. Keep them clean of user-identifying content so the upstream-contribution path stays open without retroactive scrubbing:

  • Do NOT embed paths to user filesystems, personal API keys or tokens, user email addresses, user GitHub handles, or specific query histories tied to a single user.
  • Acceptable: endpoint shapes, undocumented field names, API gotchas, observed schema drift, workarounds for CLI surfaces, generalizable pagination or retry tactics.

If a correction is only meaningful with user-specific context, it belongs in a personal note, not in the playbook amend.

Measuring the loop

webflow-pp-cli learnings stats reports recall hit rate, teach-to-reuse, playbook resolution rate, and candidate confirm/reject counts from the local learn_events table. Rates are null until they have a denominator; everything stays on this machine. Use it to check whether the loop is earning its keep for this CLI.

Disabling learning
  • --no-learn on a single command short-circuits both recall and the teach write path. Use for deterministic agent flows or tests that must not be affected by accumulated learnings.
  • WEBFLOW_NO_LEARN=true in the environment globally disables the pipeline.

Agent Feedback

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

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

Entries are stored locally as feedback.jsonl under the resolved data dir. They are never POSTed unless WEBFLOW_FEEDBACK_ENDPOINT is set AND either --send is passed or WEBFLOW_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 or recurring agent reuses the same saved flags while providing different input each run.

webflow-pp-cli profile save briefing --json
webflow-pp-cli --profile briefing asset-folders mock-value
webflow-pp-cli profile list --json
webflow-pp-cli profile show briefing
webflow-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
4Authentication required
5API error (upstream issue)
7Rate limited (wait and retry)
10Config error

Argument Parsing

Parse $ARGUMENTS:

  1. Empty, help, or --help → show webflow-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/developer-tools/webflow/cmd/webflow-pp-mcp@latest
  2. Register with Claude Code:
    bash
    claude mcp add webflow-pp-mcp -- webflow-pp-mcp
  3. Verify: claude mcp list

Direct Use

  1. Check if installed: which webflow-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
    webflow-pp-cli <command> [subcommand] [args] --agent
  4. If ambiguous, drill into subcommand help: webflow-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-webflow of mvanhorn/printing-press-library.

Open the folder on GitHubat commit 7638ad4

Compare with similar skills

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Google SEO APIsAgriciDaniel/claude-seo18k1 repos~4.2kAutomated safety check: PassMIT
Evaluate Skillevery-app/open-seo23k—~1.8kAutomated safety check: NotesMIT
FLOW SEO FrameworkAgriciDaniel/claude-seo18k2 repos~1.4kAutomated safety check: PassMIT

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Works with

Categories

Questions about Pp Webflow

What does Pp Webflow do?

The whole Webflow Data API, plus a local database that lets you audit SEO, diff staging against live, and preview a publish before you trigger it. Pp Webflow is an agent skill from mvanhorn/printing-press-library. The whole Webflow Data API, plus a local database that lets you audit SEO, diff staging against live, and preview a publish before you trigger it.

When should I use Pp Webflow?

Pp Webflow fits situations like: phrases: audit the SEO on my Webflow site; what would change if I publish this Webflow site; which Webflow CMS items are not published yet; bulk update my Webflow collection items.

How do I install Pp Webflow in Claude Code?

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

How do I install Pp Webflow in Codex?

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

Can I use Pp Webflow 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-webflow -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-webflow, .gemini/skills/pp-webflow, .github/skills/pp-webflow and .opencode/skills/pp-webflow in your project.

What does Pp Webflow need to run?

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

Does Pp Webflow 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 Webflow 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 Webflow use?

Pp Webflow 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 Webflow use?

About 8.2k tokens (SKILL.md is roughly 33k 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 Webflow?

Skills that share tags, products or a category with Pp Webflow: SEO Implement (indranilbanerjee/digital-marketing-pro, 854 stars), Hreflang and International SEO (AgriciDaniel/claude-seo, 18k stars), Google SEO APIs (AgriciDaniel/claude-seo, 18k stars) and Evaluate Skill (every-app/open-seo, 23k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Pp Webflow?

mvanhorn (a GitHub user) maintains it in mvanhorn/printing-press-library, which has 2,053 GitHub stars. The repository holds 505 skills in this directory. The repository was last updated on October 6, 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.