Pre-call prep

Purpose

A real brief for every call on the calendar, delivered before the call. Not a calendar dump.

The product is brevity. One screen per meeting, roughly a 90 second read, because the reader is scanning on a phone in a three minute gap between calls [references/research/distilled-call-preparation.md]. Depth goes in an appendix they can open if they want it. A brief nobody reads before a call is worth nothing.

The governing rule: every line must carry a fact the user did not already have in their head. The strongest study in the research archive is a preregistered field experiment across 7,196 meetings which found that a contentless pre-meeting prompt produced no significant effect on meeting effectiveness [references/research/distilled-call-preparation.md]. Restating the agenda, telling the user to set an objective, and reminding them to listen well are exactly that prompt. Cut them.

Capability gate

This skill requires the Littlebird MCP on a Power or Pro plan.

Before anything else:

1. List the tools actually available in this session. Do not assume tool names. Confirm that the Littlebird meeting tools, the routine tools, and search_user_context are present under their real names.
2. If the Littlebird MCP is not connected, stop and tell the user: "This skill needs the Littlebird MCP connected on a Power or Pro plan. Connect it at https://support.littlebird.ai/docs/mcp/ and run this again."
3. If the routine tools are missing but the meeting tools are present, run on-demand mode only and say the routine cannot be created from this session.
4. When the user asks to create the routine, call LB_INTERNAL_GET_SUBSCRIPTION_STATUS first to confirm the plan allows another routine.

Tool mechanics, parameters, and return shapes: references/littlebird-mcp-reference.md.

Littlebird MCP calls used

Tool	Used for
LB_INTERNAL_LIST_MEETINGS	Two jobs. Discovery, with start_date and end_date both set to the target day. A FUTURE end_date is what returns upcoming calendar events; they are never recorded, so they arrive as bare entries with attendees and no id, which is exactly what a brief needs [references/littlebird-mcp-reference.md]. That is the mechanism that makes this skill schedulable, because the routine does not have to be told which meetings exist, it asks. There is no Littlebird calendar tool and none is needed. Prior instance by title, with name set to the exact upcoming meeting title over the last 180 days. A recurring meeting is found by name here, never by search.
LB_INTERNAL_SEARCH_MEETINGS	Person and topic history over the last 365 days, twice per meeting: once on attendee name plus company, once on the substantive nouns in the upcoming title. Topic lookup uses this tool, and using it for a recurring title instead of LIST_MEETINGS with name is the most common mistake against this server.
LB_INTERNAL_GET_MEETING	The structured summary of the most relevant prior meeting: ## For You, ## Action Items, ## Decisions, ## Risks / Open Questions. Those blocks carry owner attribution and are the engine behind the open loops table. Also confirms an attendee match by checking the email on the linked calendar event.
LB_INTERNAL_GET_MEETING_TRANSCRIPT	Zero times by default. Pull only when a quote is needed and the summary does not carry it, and then for wording only, never to prove who said it.
search_user_context	Attendee identity per unresolved attendee, and the open loop evidence sweep per commitment, capped at four commitments per meeting. Narrow parallel search_queries and search_queries_messages, plus a standalone_query and a date_range running from the prior meeting date to now.
LB_INTERNAL_GET_ROUTINE_REPORTS	Step 0 of every routine run, limit 5, and the first call of an on-demand run so it inherits what the routine already found. Drives the changed-since-the-last-brief framing and the Stuck escalation.
LB_INTERNAL_GET_SUBSCRIPTION_STATUS	Confirming the plan allows another routine, before CREATE_ROUTINE.
LB_INTERNAL_CREATE_ROUTINE	Creating the daily routine, on user approval. Works from an interactive session. Blocked only from inside a running routine.
LB_INTERNAL_GET_ROUTINE_CONFIG and LB_INTERNAL_UPDATE_ROUTINE	Changing that routine later. prompt and schedule each REPLACE the whole field, so always GET first.

External research in step 4 uses whichever web tool the session happens to expose. That is not a Littlebird tool, it is a separate connector, and it may be absent. List what is available and degrade to internal record only.

Exact call shapes, with the parameters to substitute: the retrieval brief below.

Trigger

Ask for it: "prep me for my calls", "what do I need to know before this meeting", "who am I talking to", "meeting prep", "call prep", "pre-call brief", "brief me on my next call".

Scheduled: the daily routine below, which briefs every call on the target day's calendar.

Do not trigger for: the shape of the whole day rather than its calls (that is daily-brief), a deep dossier on one individual (that is osint-investigator), or the recap after a call has already happened (that is meeting-scribe).

Routine cadence

Daily, and this is the primary mode. Default 18:30 local the evening before, with an early morning alternative at 06:45. Ask the user which one before creating it. Evening before is the default because it leaves time to act on a forgotten commitment; early morning is fresher but leaves no room to fix anything.

Offer to create it from this session: show the user the exact prompt text and the schedule, get approval through AskUserQuestion, then call LB_INTERNAL_CREATE_ROUTINE. Both CREATE_ROUTINE and UPDATE_ROUTINE work from an interactive session and are blocked only from inside a running routine [references/littlebird-mcp-reference.md]. Do not tell the user to go set it up by hand. Schedule, title, notification settings and the exact prompt text: the routine wiring section below.

Mode	Trigger	Window	Output
Routine (primary)	Scheduled, evening before or early morning	One day	A report per run, one screen per meeting
On demand	User asks about a specific or the next upcoming meeting	Next 48 hours, one meeting	A single brief plus an appendix

Both modes run the same retrieval. On demand mode goes deeper on one meeting and may ask the user clarifying questions. Routine mode is unattended and never asks.

Process

Step 1: find the calls

LB_INTERNAL_LIST_MEETINGS with a FUTURE end_date returns upcoming calendar events. Upcoming events are never recorded, so they arrive as bare calendar entries with attendees and no id, which is exactly what a brief needs [references/littlebird-mcp-reference.md]. This is what makes the routine trivially schedulable: it does not need to be told which meetings exist, it asks.

Full procedure, including the discovery calls per mode, the recorded-versus-upcoming id check, the booking description handling, and the meeting classifier: references/upcoming-meeting-discovery.md.

If the window returns nothing, go to the zero meetings branch below.

Step 2: resolve the attendees

Calendar invites carry emails and sometimes display names. Match them to the internal record on a four rung ladder, record which rung matched because that becomes the confidence rating, and flag ambiguous matches rather than guessing. A brief that attaches the wrong person's history to an attendee will be believed and acted on.

Full procedure, the ladder, the confidence table, the ambiguity flag format, and the large roster rule: references/attendee-resolution.md.

Step 3: pull the history

The single most common retrieval mistake against this server is looking a meeting up the wrong way. A recurring meeting's prior instance is found by TITLE using LB_INTERNAL_LIST_MEETINGS with name. A topic is found using LB_INTERNAL_SEARCH_MEETINGS with query [references/littlebird-mcp-reference.md]. Get this right or the recurring briefs will silently have no history in them.

Then mine LB_INTERNAL_GET_MEETING's structured summary rather than re-deriving from transcript. Its ## Action Items and ## For You blocks carry owner attribution and are the engine behind the open loops table [references/littlebird-mcp-reference.md].

Full procedure, including the open loop evidence sweep, the quoting rules, the objection sources, the external research step, and the per-meeting query budget: references/history-retrieval.md.

Step 4: external research on what changed

List the web tools available in this session and pick one. Do not assume a specific web tool exists. Environments differ. If no web tool is available, write "no external research tool available this run, internal record only" and continue. That is an acceptable brief. Fabricated company news is not.

Cap: three queries per distinct company, deduplicated across the day, three lines maximum in the brief. Every external line carries its URL and is reported as "their site says X", never as "X" [references/evidence-standards.md].

Step 5: write the brief

Pick one shape per meeting. Do not blend them.

Shape	When
Sales call	Prospect or active deal. Leads with what the record still cannot tell you.
Partner sync	Reciprocal. Symmetrical open loops table is the centerpiece.
Recurring standup or internal recurring	Delta only. No profiles, no background, no external.
Client review	Existing customer. Unresolved complaint goes at the top.
Large multi-attendee logistics	Above 7 attendees. Briefs the user's slice, not the room.
First meeting	No internal record. Mostly external plus the booking description.

Templates for all six, the precedence rules when a meeting fits two, the length enforcement rule, and the list of things that never appear in any brief: references/brief-formats-by-meeting-type.md.

Retrieval brief

The actual calls this skill makes. Substitute real dates; do not leave placeholders in a live call.

Discovery, once per run

LB_INTERNAL_LIST_MEETINGS
  start_date: <target day>
  end_date:   <target day>
  limit:      50

Prior instance by title, once per meeting

LB_INTERNAL_LIST_MEETINGS
  name:       "<exact upcoming meeting title>"
  start_date: <today minus 180 days>
  end_date:   <today>
  limit:      10

Person and topic history, twice per meeting

LB_INTERNAL_SEARCH_MEETINGS
  query:      "<attendee name> <company>"
  start_date: <today minus 365 days>
  end_date:   <today>
  limit:      10

LB_INTERNAL_SEARCH_MEETINGS
  query:      "<substantive nouns from the upcoming meeting title>"
  start_date: <today minus 365 days>
  end_date:   <today>
  limit:      10

Structured summary, once or twice per meeting

LB_INTERNAL_GET_MEETING
  meeting_id: <id of the most relevant prior meeting>

Transcript, zero times by default. Pull only when a quote is needed and the summary does not carry it.

Attendee identity, per unresolved attendee

search_user_context
  search_queries:          ["<full email>", "<display name>", "<display name> <company>"]
  search_queries_messages: ["<display name>", "<email local part>"]
  standalone_query:        "Who is <display name>, what do they do, and what has the user discussed with them"
  date_range:              {"start": "<today minus 365 days>", "end": "now"}

Open loop evidence, per commitment, capped at 4 commitments per meeting

search_user_context
  search_queries:          ["<3 to 6 distinctive words from the commitment>"]
  search_queries_messages: ["<same words>", "<person name> <deliverable noun>"]
  standalone_query:        "Evidence that <commitment> was completed after <prior meeting date>"
  date_range:              {"start": "<prior meeting date>", "end": "now"}

Prefer several narrow parallel queries over one broad one, both for relevance and to avoid the oversized-result file dump [references/littlebird-mcp-reference.md].

Evidence standards

Every line in every brief obeys references/evidence-standards.md. The rules that bite hardest here:

• Receipts. Every internal claim carries one. Meeting claims cite the meeting name, its date, and the summary section the claim came from.
• Observed, inferred, external, unknown. Each line is exactly one of these and the reader can tell which. Never promote an inference by dropping the hedge.
• Absence is not a negative finding. Write "no evidence in the record since 2026-07-29", never "they did not do it". This matters most in the open loops table, where the difference decides whether the user walks into a call apologizing for something they actually did.
• Attribution guardrail. Capture shows what the user was VIEWING, not necessarily what they wrote. A transcript chunk tagged [Others] proves someone said it, not who. Take speaker attribution from the summary's Action Items and Decisions blocks.
• Partial rosters are reported as partial, with resolved, unresolved, and total counts.
• Sensitive categories stay out. Health, financial detail, legal history, family circumstances, protected characteristics, and precise home location do not belong in a pre-call brief even when the capture contains them.
• Confirm before encoding. In on-demand mode, anything about to be written down as a durable fact about a person gets confirmed with AskUserQuestion first. Routine mode cannot ask, so routine mode does not encode durable facts; it reports with hedges.
• Raw capture never ships. Process retrieved material in temp space, produce the brief, delete the raw.

Empty retrieval

Three distinct empty cases, three distinct behaviors. None of them fabricate.

No meetings on the calendar. Write exactly:

No calls on the calendar for <date>. Nothing to brief.

Stop. Do not summarize yesterday. Do not find something else to say. A routine that manufactures content on an empty day trains the user to stop reading it.

Meetings exist, the record knows nothing about them. Write the honest short brief: who the calendar says is coming, what the description says verbatim, what external research found, and an explicit "first meeting, nothing in the record" line. A 30 minute call with someone new, briefed as "here is what the calendar says and nothing else", is an honest and useful brief. Template in references/upcoming-meeting-discovery.md.

A specific retrieval came back empty. Name the gap in place. "No prior instance found for this title in the last 180 days." "No evidence in the record that the SOC 2 report was sent." Do not pad from training data, do not reason from what would probably be there, do not substitute plausible examples [references/evidence-standards.md].

Output

Routine mode produces one Littlebird routine report per run, titled Pre-call brief for <weekday>, <Month D, YYYY>. Structure:

1. One line header: how many calls, total scheduled hours, first call time.
2. One section per meeting in chronological order, one screen each, in the shape chosen by the classifier.
3. A single appendix at the bottom, headed ## Appendix, with one subsection per meeting that needed depth: full rosters, longer quotes, additional history. Nothing in the appendix is required reading.

On-demand mode produces a file at pre-call-prep-<YYYY-MM-DD>-<slug>.md in the working directory, where <slug> is a kebab-case fragment of the meeting title. Same structure, one meeting, deeper appendix. State the path to the user when done.

Both modes carry a final line naming the retrieval date and the tool set used, so a reader can tell how fresh the brief is.

Guardrail

Two risks, both about a person who is not in the room while the brief is being written.

Fabricating detail about an attendee. The brief is read in the three minutes before a call and every line in it will be believed and acted on, which means an invented line gets said out loud to the person it was invented about. Three ways a line gets invented here, each with its rule:

1. Attaching one person's history to another person's email. A display name match is not an identity match. Record which rung of the ladder matched, treat that as the confidence rating, and where two people in the record share a name or the domain does not match any past record, write "Ambiguous" with both readings and attach NO history to that attendee. Flag rather than guess [references/attendee-resolution.md].
2. Filling "what changed on their side" from training data. If no web tool is available in this session, the correct output is the line "no external research tool available this run, internal record only". That is an acceptable brief. Invented company news is not. Every external line carries its URL and is reported as "their site says X", never as "X".
3. Hardening an absence into a negative. "No evidence in the record since 2026-07-29" is a finding. "They did not send it" is an accusation the record does not support. This one bites hardest in the open loops table, where the difference decides whether the user opens a call apologizing for something they actually did [references/evidence-standards.md].

Pulling only context the user legitimately has. Every internal line in a brief comes from the user's own record: their meetings, their messages, their screen capture, plus public external sources carrying a URL. This is preparation for a conversation the user is already having, not a background check on the other side. The limits that enforce that are the evidence standards above, and the two that carry the most weight here are the sensitive categories, which stay out of a brief even when the capture contains them, and the confirmation gate, which means on-demand mode asks before writing anything down as a durable fact about a person and routine mode, which cannot ask, encodes none.

The rest follows from the same position. Above 7 attendees, brief the user's slice rather than profiling the room. Raw capture is processed and deleted, never shipped. External lines are public sources with a URL attached, capped at three per company, and reported as what the source says.

The brief is an internal artifact for the user's own reading. Nothing in it is sent to an attendee, and this skill drafts no outbound message. Anything that needs to reach the other side goes through a skill that holds an approval gate on the actual final text.

Routine wiring

Create with LB_INTERNAL_CREATE_ROUTINE. Recommended schedule, evening before:

{"frequency": "daily", "time": "18:30"}

Early morning alternative:

{"frequency": "daily", "time": "06:45"}

Times are in the user's local timezone [references/littlebird-mcp-reference.md]. Ask the user which they want before creating. Evening before is the default because it leaves time to act on a forgotten commitment; early morning is fresher but leaves no room to fix anything.

Title: Pre-call brief

notifications_enabled: true. email_notifications_enabled: true. A brief that arrives without a notification is a brief nobody reads.

LB_INTERNAL_CREATE_ROUTINE and LB_INTERNAL_UPDATE_ROUTINE are NOT available from inside a running routine [references/littlebird-mcp-reference.md]. Create it from an interactive session only. To change it later, call LB_INTERNAL_GET_ROUTINE_CONFIG first, because prompt and schedule each REPLACE the whole field [references/littlebird-mcp-reference.md].

The exact routine prompt text

Pass this verbatim as prompt. Adjust only the target day line if the user picks morning mode.

Build a pre-call brief for every call on my calendar tomorrow.

STEP 0. READ YOUR OWN PAST REPORTS FIRST.
Call LB_INTERNAL_GET_ROUTINE_REPORTS for this routine with limit 5 before you retrieve
anything else. You are looking for three things:
  a) Which meetings you have already briefed. A recurring meeting must NOT be briefed
     identically week after week.
  b) Which open commitments you flagged in earlier reports and whether they are still open.
  c) Any item you have now flagged in three or more consecutive reports.
If you have briefed this exact meeting title before, do not restate the relationship. Lead
that meeting's section with what CHANGED since your last report on it, and say explicitly
what did not change. If nothing changed, say "Nothing changed since the last brief" in one
line and move to the next meeting.
ESCALATION RULE: any open item that has appeared in three or more consecutive reports gets
its own line at the top of today's report under the heading "Stuck", with the number of
runs it has been open and a one line instruction to escalate it or drop it. Do not flag
the same item a fourth time in the same words.

STEP 1. FIND THE CALLS.
Call LB_INTERNAL_LIST_MEETINGS with start_date and end_date both set to tomorrow's date
and limit 50. A future end_date returns upcoming calendar events. Upcoming events are
never recorded, so they come back as bare calendar entries with attendees and no id.
Discard any returned entry that HAS an id and a start time in the past: that is a recorded
past meeting, not an upcoming call.
If there are no upcoming entries, write exactly this as the whole report and stop:
"No calls on the calendar for <date>. Nothing to brief."

STEP 2. RESOLVE ATTENDEES.
For each call, take the attendee emails and display names off the invite. Exclude my own
address. For each other attendee, in this order: search LB_INTERNAL_SEARCH_MEETINGS for
the display name over the last 365 days and confirm any hit with LB_INTERNAL_GET_MEETING
by checking that the attendee email matches; then search_user_context with narrow parallel
queries on the full email, the display name, and the display name plus the company implied
by the email domain; then search_user_context on the email domain alone, which resolves
the COMPANY and not the person.
Flag rather than guess. If two people in the record share a name, or the display name
matches but the email domain does not match any past record, write "Ambiguous" with both
readings and attach NO history to that attendee. Never attach one person's history to
another person's email on a guess.

STEP 3. PULL HISTORY.
For each call, first look for a prior instance BY TITLE: LB_INTERNAL_LIST_MEETINGS with
name set to the exact upcoming meeting title, start_date 180 days ago, end_date today,
limit 10. This is the correct tool for recurring meetings and using SEARCH_MEETINGS
instead is the most common mistake here. If the exact title returns nothing, retry once
with the title minus instance markers such as a date or week number.
Then run LB_INTERNAL_SEARCH_MEETINGS twice over the last 365 days: once on the attendee
name plus company, once on the substantive nouns in the upcoming title.
Then call LB_INTERNAL_GET_MEETING on the most relevant prior meeting and take your content
from its structured summary sections: For You, Action Items, Decisions, Risks / Open
Questions. Those sections carry owner attribution. Do NOT pull the full transcript unless
you need an exact quote the summary does not carry, and if you do quote a transcript,
quote it for wording only and never to prove who said it.