Career-Ops Gmail Lead Plugin
career-ops-hq/career-ops
Pulls job leads from a Gmail label into the career-ops pipeline, extracting job URLs from DMARC-passing emails and de-duplicating against existing leads.
Mailbox cleanup that can prove itself — preview, confirm, undo, verify — from a binary that structurally cannot send email.
$ npx skills add mvanhorn/printing-press-library --skill pp-gmail -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mvanhorn/printing-press-library pp-gmail --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/mvanhorn/printing-press-library.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cli-skills/pp-gmail .claude/skills/pp-gmail && 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 "pp-gmail" agent skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-gmail into .claude/skills/pp-gmail/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pp-gmail", 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/mvanhorn/printing-press-library/tree/main/cli-skills/pp-gmailType 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 mvanhorn/printing-press-library --skill pp-gmail -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mvanhorn/printing-press-library pp-gmail --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mvanhorn/printing-press-library.git skills-src && mkdir -p .agents/skills && cp -r skills-src/cli-skills/pp-gmail .agents/skills/pp-gmail && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pp-gmail" agent skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-gmail into .agents/skills/pp-gmail/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pp-gmail", 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 mvanhorn/printing-press-library --skill pp-gmail -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mvanhorn/printing-press-library pp-gmail --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mvanhorn/printing-press-library.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/cli-skills/pp-gmail .cursor/skills/pp-gmail && 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 "pp-gmail" agent skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-gmail into .cursor/skills/pp-gmail/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pp-gmail", 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/mvanhorn/printing-press-library.git --path cli-skills/pp-gmail--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 mvanhorn/printing-press-library --skill pp-gmail -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mvanhorn/printing-press-library pp-gmail --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mvanhorn/printing-press-library.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/cli-skills/pp-gmail .gemini/skills/pp-gmail && 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 "pp-gmail" agent skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-gmail into .gemini/skills/pp-gmail/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pp-gmail", 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 mvanhorn/printing-press-library pp-gmailInstalls 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 mvanhorn/printing-press-library --skill pp-gmail -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mvanhorn/printing-press-library.git skills-src && mkdir -p .github/skills && cp -r skills-src/cli-skills/pp-gmail .github/skills/pp-gmail && 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 "pp-gmail" agent skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-gmail into .github/skills/pp-gmail/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pp-gmail", 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 mvanhorn/printing-press-library --skill pp-gmail -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mvanhorn/printing-press-library pp-gmail --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mvanhorn/printing-press-library.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/cli-skills/pp-gmail .opencode/skills/pp-gmail && 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 "pp-gmail" agent skill from https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-gmail into .opencode/skills/pp-gmail/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pp-gmail", 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.
pp-gmailMailbox cleanup that can prove itself — preview, confirm, undo, verify — from a binary that structurally cannot send email.
Pp Gmail is an agent skill from mvanhorn/printing-press-library. Mailbox cleanup that can prove itself — preview, confirm, undo, verify — from a binary that structurally cannot send email. Trigger phrases: clean up my inbox, summarize my email, who emails me the most, unsubscribe me from these, what's eating my Gmail storage, use gmail-pp-cli, run gmail.
Its SKILL.md is about 7.7k 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 Productivity & Automation, covering Email management. It works with Gmail. 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.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 0fdcc7a. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadBashFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
claudenpxgoFrom the folder's file list and the shell code blocks in SKILL.md.
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.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Pp Gmail loads about 7.7k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 3,266 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.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, BashAutomated 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.
The full file from mvanhorn/printing-press-library at commit 0fdcc7a, republished under its Apache-2.0 licence (© mvanhorn). 3,266 words, ~7,682 tokens.
.claude/skills/pp-gmail/SKILL.md (or your agent's skills folder).<!-- GENERATED FILE — DO NOT EDIT.
This file is a verbatim mirror of library/productivity/gmail/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/". -->
This skill drives the gmail-pp-cli binary. You must verify the CLI is installed before invoking any command from this skill. If it is missing, install it first:
$HOME/.local/bin on macOS/Linux and %LOCALAPPDATA%\Programs\PrintingPress\bin on Windows:npx -y @mvanhorn/printing-press-library install gmail --cli-onlygmail-pp-cli --version$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:
go install github.com/mvanhorn/printing-press-library/library/productivity/gmail/cmd/gmail-pp-cli@latestIf --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.
Every read and cleanup surface from the Gmail tool landscape, multi-account, with a local SQLite store underneath: sender intelligence, all-category digests, bulk trash/label with preview-confirm-undo, RFC 8058 one-click unsubscribes with a compliance ledger. Send, drafts, settings, and permanent deletion are absent from the binary by construction — Trash is the ceiling.
Reach for this CLI when an agent or operator needs to understand or clean a Gmail mailbox safely: summaries across every category, sender and storage intelligence, bulk trash/label with preview and undo, and one-click unsubscribes with follow-up verification. It is the wrong tool for composing or sending anything — by design it cannot.
Do NOT use this CLI for:
labels create and labels rename are the only label writes; there is no labels delete, update, or patch.unsub run executes RFC 8058 one-click HTTPS POSTs only; mailto-only senders are surfaced as a desk list, never acted on.These capabilities aren't available in any other tool for this API.
unsub verify — See which senders kept mailing you after a one-click unsubscribe, with an escalation query per violator.
After running unsubscribes, this is the only way to learn which ones actually stuck before escalating to block/filter decisions.
gmail-pp-cli unsub verify --account ads --agentrules run — Named local recipes (query plus trash or label action) replayed through the preview-confirm-undo engine as one merged plan.
Standing hygiene (old promos to trash, receipts to their folder) becomes one command a scheduled job can run daily, always previewed before applying.
gmail-pp-cli rules run --plan-only --agentsort suggest — Senders whose mail you already label consistently, with a generated plan to label the rest the same way.
Folder-sorting at scale without guessing: the plan only proposes what the operator's own labeling history already proves.
gmail-pp-cli sort suggest --account personal --min-confidence 0.8 --agentdelta — Everything new since your last check: new messages per category and sender, never-seen senders, volume spikes.
The first question of any recurring mailbox check is what changed — this answers it without re-reporting what the operator already saw.
gmail-pp-cli delta --account personal --agentstorage report — Which senders, labels, years, and attachments own your storage, with ready-to-run cleanup queries per row.
Turns a vague quota number into a ranked hit-list whose rows paste straight into cleanup plan.
gmail-pp-cli storage report --account ads --top 15 --agenttrash report — What you trashed, grouped by applied plan, with days remaining before Gmail's 30-day purge makes undo impossible.
The last regret-check: surfaces batches whose undo window is closing so recovery happens while it still can.
gmail-pp-cli trash report --closing-soon --agentscore — Per-account hygiene metrics — unread share, promo share, subscription count, storage headroom — snapshotted over time.
Shows whether the cleanup campaign is actually winning — Promotions down 60% since baseline beats a feeling.
gmail-pp-cli score --account ads --agentRaw modify/trash/delete subcommands do not exist. Every mailbox mutation flows through cleanup plan → cleanup apply (reversible via undo), labels create/labels rename, or unsub plan → unsub run — all gated by one-time plan tokens. One-click POSTs additionally require the unsubscribe URL host to share the sender's registrable domain: ESP-hosted (third-party) destinations are listed by unsub plan under third_party_hosts and are skipped by unsub run unless it is invoked with --allow-third-party.
Mailbox engine
gmail-pp-cli accounts / accounts auth — List gauth profiles and token status; run the browser OAuth flow for one profile (or --all).gmail-pp-cli sync — Sync message metadata into the local store (full or historyId-incremental); never mutates the mailbox.gmail-pp-cli digest — Per-category mailbox summary plus an account rollup.gmail-pp-cli senders — Rank senders by volume, with size, unread rate, and unsubscribe capability.gmail-pp-cli delta / storage report / trash report / score / sort suggest — The local-intelligence reports described under Unique Capabilities.gmail-pp-cli cleanup plan|apply|recover — Preview-confirm-undo cleanup: plan freezes what would change (mailbox untouched), apply executes exactly that, recover finishes a crashed apply.gmail-pp-cli undo --ledger <id> — Reverse a ledgered apply delta-by-delta; changed ids are skipped as conflicts, never forced.gmail-pp-cli rules add|list|rm|run — Named local cleanup recipes replayed through the engine as one merged plan; run always stops at the plan.gmail-pp-cli unsub audit|plan|run|verify — One-click unsubscribe engine: classify, freeze, POST (RFC 8058, hardened), verify.gmail-pp-cli search / analytics / tail / workflow archive|status / api — Local FTS search and analytics, polling change stream, archive workflows, endpoint browsing.API reads (plus the two safe label writes) — <userId> accepts me
gmail-pp-cli history <userId> — Lists the history of all changes to the given mailbox.gmail-pp-cli labels list|get — Read labels.gmail-pp-cli labels create — Create a label, idempotently by name (an existing case-insensitive match is returned, not duplicated).gmail-pp-cli labels rename — Rename a label by id, ledgering the inverse for undo --ledger <id>. No labels delete, update, or patch exists.gmail-pp-cli messages list|get / messages attachments get — Read messages and attachments (reads only).gmail-pp-cli threads list|get — Read threads (thread mutations do not exist).gmail-pp-cli users-profile <userId> — Gets the current user's Gmail profile.When you know what you want to do but not which command does it, ask the CLI directly:
gmail-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.
gmail-pp-cli delta --account ads --agentWhat arrived since the last check, grouped by category and sender, without re-reporting what was already seen.
gmail-pp-cli senders --account personal --top 25 --agent --select senders.email,senders.count,senders.unread_rateDotted --select keeps the payload to the three fields a triage decision needs.
gmail-pp-cli unsub audit --account ads --min-count 5 --agentRanks subscription senders by volume and classifies each as one-click (actionable) or mailto-only (desk list).
gmail-pp-cli cleanup plan --q "category:promotions older_than:1y" --action trash --account personal --agentCounts and samples first; the printed plan token is required by cleanup apply, and every apply is undoable.
gmail-pp-cli unsub verify --account ads --since 7d --agentJoins the unsubscribe ledger to fresh arrivals — violators come back with an escalation query.
Installed-app OAuth with named multi-account profiles (per-profile token store, consented-account verification). The only scope ever requested is gmail.modify; send/draft/settings endpoints do not exist in this binary, and permanent deletion is impossible under this scope — Google enforces the Trash ceiling, not us.
Run gmail-pp-cli doctor to verify setup.
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:
gmail-pp-cli labels list me --agent --select id,namePreviewable — --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 (labels create already matches by name)
Commands that read from the local store or the API wrap output in a provenance envelope:
{
"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.
Agents should treat the CLI's path resolver as part of the runtime contract:
Use --home <dir> for one invocation, or set GMAIL_HOME=<dir> to relocate all four path kinds under one root.
Use per-kind env vars only when a specific kind must diverge: GMAIL_CONFIG_DIR, GMAIL_DATA_DIR, GMAIL_STATE_DIR, GMAIL_CACHE_DIR.
Resolution order is per-kind env var, --home, GMAIL_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 gmail-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:
{
"mcpServers": {
"gmail": {
"command": "gmail-pp-mcp",
"env": {
"GMAIL_HOME": "/srv/gmail"
}
}
}
}Fleet precedence: an inherited per-kind env var overrides an explicit --home for that kind. Use GMAIL_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 GMAIL_HOME, or doctor will not find credentials left under the former root.
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.
recall before any discoveryBefore list/search/drill commands on a new user question, run:
gmail-pp-cli recall "<user's question>" --agentThe response envelope:
{
"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>", "gmail-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.
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 `gmail-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; gmail-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.
warningslow_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 gmail-pp-cli sync to refresh entity lookups.no_learnings_for_query_family: the table had no rows above the Jaccard floor. Pure cold start.teach & after finalizing your response - alwaysTeaching 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:
gmail-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.
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:
# Common case: record both the resource learning AND the playbook in one call.
gmail-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).
gmail-pp-cli teach-playbook \
--query "<user's question>" \
--playbook-file ~/playbooks/<shape>.json \
--notes-file ~/playbooks/<shape>-notes.mdPlaybook 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.
playbook amend & when your debug response identifies a correctionIf 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.
gmail-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:
{meta, results}, payload nested two levels deeper than the docs claim).What does NOT belong in notes:
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).
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:
If a correction is only meaningful with user-specific context, it belongs in a personal note, not in the playbook amend.
gmail-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.
--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.GMAIL_NO_LEARN=true in the environment globally disables the pipeline.When you (or the agent) notice something off about this CLI, record it:
gmail-pp-cli feedback "the --since flag is inclusive but docs say exclusive"
gmail-pp-cli feedback --stdin < notes.txt
gmail-pp-cli feedback list --json --limit 10Entries are stored locally as feedback.jsonl under the resolved data dir. They are never POSTed unless GMAIL_FEEDBACK_ENDPOINT is set AND either --send is passed or GMAIL_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.
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:
| Sink | Effect |
|---|---|
stdout | Default; 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.
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.
gmail-pp-cli profile save briefing --account personal --agent
gmail-pp-cli --profile briefing digest
gmail-pp-cli profile list --json
gmail-pp-cli profile show briefing
gmail-pp-cli profile delete briefing --yesExplicit 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.
| Code | Meaning |
|---|---|
| 0 | Success |
| 2 | Usage error (wrong arguments) |
| 3 | Resource not found |
| 4 | Authentication required |
| 5 | API error (upstream issue) |
| 7 | Rate limited (wait and retry) |
| 10 | Config error |
The mutation engine (cleanup apply|recover, unsub run, undo) reuses 3 for a partial run and 7 for a busy apply lock, and uses 4 for refusals (identity, plan-sha, token, drift). Each engine command's --help documents its typed exits.
Parse $ARGUMENTS:
help, or --help → show gmail-pp-cli --help outputinstall → ends with mcp → MCP installation; otherwise → see Prerequisites above--agent)Install the MCP binary from this CLI's published public-library entry or pre-built release, then register it:
claude mcp add gmail-pp-mcp -- gmail-pp-mcpVerify: claude mcp list
which gmail-pp-cli
If not found, offer to install (see Prerequisites at the top of this skill).--agent flag:gmail-pp-cli <command> [subcommand] [args] --agentgmail-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
Just SKILL.md in cli-skills/pp-gmail of mvanhorn/printing-press-library.
Open the folder on GitHubat commit 0fdcc7a
Pp Gmail 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 |
|---|---|---|---|---|---|---|
| Pp Gmail this skillmvanhorn/printing-press-library | 2.1k | — | ~7.7k | Automated safety check: Notes | Apache-2.0 | |
| Career-Ops Gmail Lead Plugincareer-ops-hq/career-ops | 74k | — | ~233 | Automated safety check: Notes | MIT | |
| Gmailteam-attention/plugins-for-claude-natives | 827 | — | ~967 | Automated safety check: Pass | MIT | |
| Connect Apps with ComposioComposioHQ/awesome-claude-skills | 77k | 3 repos | ~557 | Automated safety check: Pass | None | |
| Gmail Emailopen-gitagent/gitagent | 710 | — | ~235 | Automated safety check: Notes | MIT | |
| Gmclibadlogic/pi-skills | 2.6k | 1 repos | ~470 | Automated safety check: Pass | MIT |
career-ops-hq/career-ops
Pulls job leads from a Gmail label into the career-ops pipeline, extracting job URLs from DMARC-passing emails and de-duplicating against existing leads.
team-attention/plugins-for-claude-natives
This skill should be used when the user asks to "check email", "read emails", "send email", "reply to email", "search inbox", or manages Gmail.
ComposioHQ/awesome-claude-skills
Connects an agent to 1000+ external apps through the Composio Tool Router plugin, so it can actually send emails, create issues and post messages instead of only drafting them.
open-gitagent/gitagent
Send emails via Gmail SMTP using App Password authentication.
badlogic/pi-skills
Gmail CLI for searching emails, reading threads, sending messages, managing drafts, and handling labels/attachments.
remorses/zele
zele is a multi-account email and calendar CLI for Gmail, IMAP/SMTP (Fastmail, Outlook, any provider), and Google Calendar.
mvanhorn/printing-press-library
Desktop automation through the real Rust agent-desktop CLI, published in Printing Press through a small bridge.
mvanhorn/printing-press-library
Search, browse, and download Google Fonts from the terminal via the gfonts CLI.
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.
mvanhorn/printing-press-library
Inspect known Activity Japan plan IDs or URLs, compare dated prices and sessions, check language-sitemap coverage, and hand off to canonical booking pages.
mvanhorn/printing-press-library
Every Admin By Request portal action, plus a local SQLite mirror of audit, events, inventory and requests for ad-hoc...
mvanhorn/printing-press-library
macOS screen capture, window recording, GIF conversion, and agent evidence bundles from the terminal.
Works with
Categories
Mailbox cleanup that can prove itself — preview, confirm, undo, verify — from a binary that structurally cannot send email. Pp Gmail is an agent skill from mvanhorn/printing-press-library. Mailbox cleanup that can prove itself — preview, confirm, undo, verify — from a binary that structurally cannot send email.
Pp Gmail fits situations like: phrases: clean up my inbox; summarize my email; who emails me the most; unsubscribe me from these.
Run `npx skills add mvanhorn/printing-press-library --skill pp-gmail -a claude-code`. Or copy the skill folder (cli-skills/pp-gmail in mvanhorn/printing-press-library) into .claude/skills/pp-gmail in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mvanhorn/printing-press-library --skill pp-gmail -a codex`. Or copy the skill folder (cli-skills/pp-gmail in mvanhorn/printing-press-library) into .agents/skills/pp-gmail in your project. Codex loads it when a task matches its description.
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-gmail -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-gmail, .gemini/skills/pp-gmail, .github/skills/pp-gmail and .opencode/skills/pp-gmail in your project.
Going by SKILL.md and its folder, Pp Gmail needs the command-line tools its instructions call (claude, npx and go). Our summary lists: Node.js. Its frontmatter pre-approves these tools: Read, Bash.
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.
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.
Pp Gmail 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.
About 7.7k tokens (SKILL.md is roughly 31k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Pp Gmail: Career-Ops Gmail Lead Plugin (career-ops-hq/career-ops, 74k stars), Gmail (team-attention/plugins-for-claude-natives, 827 stars), Connect Apps with Composio (ComposioHQ/awesome-claude-skills, 77k stars) and Gmail Email (open-gitagent/gitagent, 710 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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 7, 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.