name: pp-slack description: "Every Slack read your token can make, mirrored to local SQLite so your history outlives Slack's own retention wall. Trigger phrases: `search old slack messages`, `what did I miss in slack`, `which slack channels are dying`, `find unanswered slack threads`, `who is this slack user id`, `use slack-pp-cli`, `run slack`." author: "Matt Van Horn" license: "Apache-2.0" argument-hint: "<command> [args] | install cli|mcp" allowed-tools: "Read Bash" metadata: openclaw: requires: bins: - slack-pp-cli install: - kind: go bins: [slack-pp-cli] module: github.com/mvanhorn/printing-press-library/library/productivity/slack/cmd/slack-pp-cli

Slack — Printing Press CLI

Prerequisites: Install the CLI

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

Install via the Printing Press installer. It defaults binaries to $HOME/.local/bin on macOS/Linux and %LOCALAPPDATA%\Programs\PrintingPress\bin on Windows:
```
npx -y @mvanhorn/printing-press-library install slack --cli-only
```
Verify: slack-pp-cli --version
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:

go install github.com/mvanhorn/printing-press-library/library/productivity/slack/cmd/slack-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.

Slack hides messages past the free-plan retention window and gates export behind admin. This CLI syncs conversations, users, files, and reactions into a local SQLite database with full-text search, so archive recall finds decisions Slack itself will no longer serve you. On top of the mirror it computes things no endpoint returns: catchup for what is still waiting on you, threads stale for unanswered threads, and health for which channels are dying.

When to Use This CLI

Reach for this CLI when the question is about Slack content rather than Slack app development, and when the answer benefits from history, aggregation, or repeated querying. It is the right tool for finding old decisions, summarizing what you missed, auditing which channels are alive, and resolving opaque Slack IDs into people. It is also the right tool when you hold only a bot token, because the local mirror answers search-shaped questions that Slack's own search endpoint refuses to serve bot tokens.

Anti-triggers

Do not use this CLI for:

Do not use this CLI to build, scaffold, or deploy a Slack app; that is what the official slackapi/slack-cli does.
Do not use this CLI for Enterprise Grid administration; admin.* methods are deliberately excluded and would fail with a normal workspace token.
Do not use this CLI as a real-time bot or event listener; it is a request-response tool with no Socket Mode or Events API runtime.
Do not use this CLI to read a workspace you have not synced; every archive-backed command reports an unsynced mirror rather than silently returning empty.
Do not use this CLI for compliance or legal export; Slack's Discovery API and admin export exist for that and carry guarantees this tool does not.

Unique Capabilities

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

Local archive that outlives Slack

archive recall — Find messages in your local archive, including ones Slack has already hidden behind the 90-day retention wall.

Reach for this instead of search when the answer may be older than 90 days, or when you only hold a bot token, since Slack's search endpoint rejects bot tokens outright.
```
slack-pp-cli archive recall "deploy" --agent --limit 20
```
archive coverage — Show what date range your local mirror actually holds per channel, and where the gaps are.

Check this before trusting an empty recall result, so you can tell a genuine absence from an unsynced range.
```
slack-pp-cli archive coverage --json
```

Obligation over volume

catchup — See what happened while you were away: new volume per channel, messages that mention you, and threads still waiting on your reply.

Use this as the single call that replaces listing channels, pulling history per channel, and resolving mentions by hand.
```
slack-pp-cli catchup --since 24h --agent
```
threads stale — List threads across the archive where the last reply is not yours and nobody has answered since.

Pick this when the question is what is unanswered, rather than what is recent.
```
slack-pp-cli threads stale --days 3 --json
```

Workspace stewardship

health — Compare your channels by messages per day, distinct posters, median first-reply latency, and days idle.

Use this for archive-candidate decisions when you are not a workspace admin and have no export or admin console.
```
slack-pp-cli health --dying --json
```
users activity — Profile where one person posts, which threads they carry, and when they were last seen.

Reach for this for handoff and standup context about a named teammate, not about yourself.
```
slack-pp-cli users activity chris --days 30 --json
```

Identity resolution

users whois — Turn an opaque Slack ID, handle, or email into one card with shared channels, timezone, DND state, and last-seen.

Use this the moment a payload hands you a bare U-prefixed or C-prefixed ID, instead of calling users info per identifier.
```
slack-pp-cli users whois U04AB9XYZ --agent
```

Command Reference

api-test — Manage api test

slack-pp-cli api-test — Checks API calling code.

auth_api — Test and manage authentication

slack-pp-cli auth-api revoke — Revoke the current authentication token
slack-pp-cli auth-api test — Test the authentication token and get identity info

bots — Get information about bot users

slack-pp-cli bots — Get information about a bot user

canvases — Create, edit, share, and delete Slack canvases

slack-pp-cli canvases create — Create a canvas, standalone or bound to a channel
slack-pp-cli canvases read — Read a canvas's content
slack-pp-cli canvases edit — Apply a change to an existing canvas
slack-pp-cli canvases delete — Delete a canvas
slack-pp-cli canvases access-set — Grant users or channels access to a canvas
slack-pp-cli canvases sections — Look up section IDs in a canvas, for targeted edits

Needs canvases:write + canvases:read, and files:read for read. read returns HTML, not Markdown (Slack has no get-canvas-content endpoint, so it downloads the backing file) — so create/read is not a lossless round trip. To target an edit, read the canvas and take the section id from the HTML; sections returns ids without the content they cover.

chat-delete-scheduled-message — Manage chat delete scheduled message

slack-pp-cli chat-delete-scheduled-message — Deletes a pending scheduled message from the queue.

chat-me-message — Manage chat me message

slack-pp-cli chat-me-message — Share a me message into a channel.

chat-post-ephemeral — Manage chat post ephemeral

slack-pp-cli chat-post-ephemeral — Sends an ephemeral message to a user in a channel.

chat-unfurl — Manage chat unfurl

slack-pp-cli chat-unfurl — Provide custom unfurl behavior for user-posted URLs

conversations — Read channel history, list channels, manage channel membership

slack-pp-cli conversations archive — Archive a channel
slack-pp-cli conversations create — Create a new channel
slack-pp-cli conversations get — Get information about a channel
slack-pp-cli conversations history — Fetch message history for a channel
slack-pp-cli conversations invite — Invite users to a channel
slack-pp-cli conversations list — List all channels in the workspace
slack-pp-cli conversations mark — Mark a channel as read up to a specific message
slack-pp-cli conversations members — List members of a channel
slack-pp-cli conversations replies — Fetch replies in a thread
slack-pp-cli conversations set-purpose — Set the purpose for a channel
slack-pp-cli conversations set-topic — Set the topic for a channel
slack-pp-cli conversations unarchive — Unarchive a channel

conversations-close — Manage conversations close

slack-pp-cli conversations-close — Closes a direct message or multi-person direct message.

conversations-join — Manage conversations join

slack-pp-cli conversations-join — Joins an existing conversation.

conversations-kick — Manage conversations kick

slack-pp-cli conversations-kick — Removes a user from a conversation.

conversations-leave — Manage conversations leave

slack-pp-cli conversations-leave — Leaves a conversation.

conversations-open — Manage conversations open

slack-pp-cli conversations-open — Opens or resumes a direct message or multi-person direct message.

conversations-rename — Manage conversations rename

slack-pp-cli conversations-rename — Renames a conversation.

dnd — Manage Do Not Disturb settings

slack-pp-cli dnd end-dnd — End the current Do Not Disturb session immediately
slack-pp-cli dnd end-snooze — End the current Do Not Disturb session
slack-pp-cli dnd get — Get DND status for the authenticated user
slack-pp-cli dnd set-snooze — Turn on Do Not Disturb for a specified number of minutes
slack-pp-cli dnd team-info — Get DND status for multiple users

emoji — List custom emoji in the workspace

slack-pp-cli emoji — List all custom emoji for the workspace

files — Upload, list, and manage files

slack-pp-cli files delete — Delete a file
slack-pp-cli files get — Get information about a file
slack-pp-cli files list — List files in the workspace
slack-pp-cli files upload — Upload a file to Slack. --file <path>, or --content with --filename for inline text; --channel shares it, --thread-ts puts it in a thread. Runs the external upload flow (the old files.upload is retired). --channels takes one channel only.

files-comments-delete — Manage files comments delete

slack-pp-cli files-comments-delete — Deletes an existing comment on a file.

files-remote-add — Manage files remote add

slack-pp-cli files-remote-add — Adds a file from a remote service

files-remote-info — Manage files remote info

slack-pp-cli files-remote-info — Retrieve information about a remote file added to Slack

files-remote-list — Manage files remote list

slack-pp-cli files-remote-list — Retrieve information about a remote file added to Slack

files-remote-remove — Manage files remote remove

slack-pp-cli files-remote-remove — Remove a remote file.

files-remote-share — Manage files remote share

slack-pp-cli files-remote-share — Share a remote file into a channel.

files-remote-update — Manage files remote update

slack-pp-cli files-remote-update — Updates an existing remote file.

files-revoke-public-url — Manage files revoke public url

slack-pp-cli files-revoke-public-url — Revokes public/external sharing access for a file

files-shared-public-url — Manage files shared public url

slack-pp-cli files-shared-public-url — Enables a file for public/external sharing.

messages — Send, read, update, and delete messages in channels and DMs

slack-pp-cli messages delete-message — Delete a message
slack-pp-cli messages get-permalink — Get a permalink URL for a message
slack-pp-cli messages list-scheduled — List scheduled messages
slack-pp-cli messages post-message — Send a message to a channel, DM, or thread
slack-pp-cli messages schedule-message — Schedule a message for later delivery
slack-pp-cli messages update-message — Update an existing message

pins — Pin and unpin messages in channels

slack-pp-cli pins add — Pin a message to a channel
slack-pp-cli pins list — List pinned items in a channel
slack-pp-cli pins remove — Unpin a message from a channel

reactions — Add and remove emoji reactions on messages

slack-pp-cli reactions add — Add an emoji reaction to a message
slack-pp-cli reactions get — Get reactions for a message
slack-pp-cli reactions list — List reactions made by the authenticated user
slack-pp-cli reactions remove — Remove an emoji reaction from a message

reminders — Create and manage personal reminders

slack-pp-cli reminders add — Create a new reminder
slack-pp-cli reminders complete — Mark a reminder as complete
slack-pp-cli reminders delete — Delete a reminder
slack-pp-cli reminders get — Get info about a reminder
slack-pp-cli reminders list — List all reminders for the authenticated user

search_api — Search messages and files across the workspace

slack-pp-cli search-api — Search for messages matching a query

stars — Star and unstar messages and files

slack-pp-cli stars add — Star a message, file, or channel
slack-pp-cli stars list — List starred items
slack-pp-cli stars remove — Remove a star from an item

team — Get workspace information

slack-pp-cli team access-logs — Get workspace access logs (requires admin)
slack-pp-cli team billable-info — Get billable information for workspace users
slack-pp-cli team get — Get information about the workspace

team-integration-logs — Manage team integration logs

slack-pp-cli team-integration-logs — Gets the integration logs for the current team.

team-profile-get — Manage team profile get

slack-pp-cli team-profile-get — Retrieve a team's profile.

usergroups — Manage workspace user groups

slack-pp-cli usergroups create — Create a new user group
slack-pp-cli usergroups list — List all user groups in the workspace
slack-pp-cli usergroups update — Update an existing user group
slack-pp-cli usergroups users-list — List users in a user group
slack-pp-cli usergroups users-update — Update the members of a user group

usergroups-disable — Manage usergroups disable

slack-pp-cli usergroups-disable — Disable an existing User Group

usergroups-enable — Manage usergroups enable

slack-pp-cli usergroups-enable — Enable a User Group

users — List and look up workspace users

slack-pp-cli users get — Get information about a user
slack-pp-cli users get-presence — Get a user's online presence status
slack-pp-cli users list — List all users in the workspace
slack-pp-cli users lookup-by-email — Find a user by their email address
slack-pp-cli users profile-get — Get a user's profile information
slack-pp-cli users profile-set — Set the user's profile fields
slack-pp-cli users set-presence — Set the user's presence status

users-conversations — Manage users conversations

slack-pp-cli users-conversations — List conversations the calling user may access.

users-delete-photo — Manage users delete photo

slack-pp-cli users-delete-photo — Delete the user profile photo

users-identity — Manage users identity

slack-pp-cli users-identity — Get a user's identity.

users-set-active — Manage users set active

slack-pp-cli users-set-active — Marked a user as active. Deprecated and non-functional.

users-set-photo — Manage users set photo

slack-pp-cli users-set-photo — Set the user profile photo

Finding the right command

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

slack-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 a decision Slack has forgotten

slack-pp-cli archive recall "deploy" --agent --select results.channel,results.user,results.ts,results.text

Searches the local mirror and narrows the payload to just the fields worth reading, so an agent does not burn context on full message objects.

Morning obligation check

slack-pp-cli catchup --since 24h --json

Returns new volume per channel, messages mentioning you, and threads whose last reply is not yours.

Find archive candidates without admin access

slack-pp-cli health --dying --json

Ranks your channels by idle days and posting volume so you can propose archives with evidence.

Resolve an opaque ID from a payload

slack-pp-cli users whois U04AB9XYZ --agent

Turns a bare Slack user ID into shared channels, timezone, DND state, and last-seen in one call.

Confirm the mirror before trusting an empty result

slack-pp-cli archive coverage --json

Shows the mirrored timestamp range per channel so an empty recall can be read as a sync gap rather than an absence.

Auth Setup

Authentication is a bearer token, but Slack splits capability across two token types and no scope grant crosses that line. A bot token (xoxb-, set as SLACK_BOT_TOKEN) reaches conversations, users, files, reactions, usergroups, emoji, team, dnd, and bots. A user token (xoxp-, set as SLACK_USER_TOKEN) is required for the search, stars, and reminders families, which return not_allowed_token_type for bot tokens no matter which scopes you add. Run doctor to see which token types are configured and therefore which command families are reachable. Note also that Slack moved conversations.history and conversations.replies to a far stricter rate limit for apps redistributed outside the Marketplace; internal apps you create and install in your own workspace keep the original limits.

Run slack-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:
```
slack-pp-cli bots --bot example-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

Response envelope

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.

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 SLACK_HOME=<dir> to relocate all four path kinds under one root.
Use per-kind env vars only when a specific kind must diverge: SLACK_CONFIG_DIR, SLACK_DATA_DIR, SLACK_STATE_DIR, SLACK_CACHE_DIR.
Resolution order is per-kind env var, --home, SLACK_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 slack-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": {
    "slack": {
      "command": "slack-pp-mcp",
      "env": {
        "SLACK_HOME": "/srv/slack"
      }
    }
  }
}

Fleet precedence: an inherited per-kind env var overrides an explicit --home for that kind. Use SLACK_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 SLACK_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:

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

The 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>", "slack-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.

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 `slack-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; slack-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 slack-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:

slack-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:

# Common case: record both the resource learning AND the playbook in one call.
slack-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).
slack-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.

slack-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

slack-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.
SLACK_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:

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

Entries are stored locally as feedback.jsonl under the resolved data dir. They are never POSTed unless SLACK_FEEDBACK_ENDPOINT is set AND either --send is passed or SLACK_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:

| 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.

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.

slack-pp-cli profile save briefing --json
slack-pp-cli --profile briefing bots --bot example-value
slack-pp-cli profile list --json
slack-pp-cli profile show briefing
slack-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

| 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 |

Argument Parsing

Parse $ARGUMENTS:

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

MCP Server Installation

Install the MCP server:

go install github.com/mvanhorn/printing-press-library/library/productivity/slack/cmd/slack-pp-mcp@latest

claude mcp add slack-pp-mcp -- slack-pp-mcp

Verify: claude mcp list

Direct Use

Check if installed: which slack-pp-cli If not found, offer to install (see Prerequisites at the top of this skill).
Match the user query to the best command from the Unique Capabilities and Command Reference above.

Execute with the --agent flag:

slack-pp-cli <command> [subcommand] [args] --agent

If ambiguous, drill into subcommand help: slack-pp-cli <command> --help.

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