call-prep

Purpose

Build a concise call brief from dated person, account, deal, task, and interaction evidence. Keep sourced context separate from suggested questions and unknowns.

Usage

• /call-prep [person]
• /call-prep [company]

Evidence, authority, and recovery

Set the call brief's as-of timestamp, timezone, participant, and call time. Make freshness relative to that as-of time. For each interaction, commitment, signal, account field, objective, and objection, record its source path or record ID and event date. File modified time is not an event date.

• Treat an unknown objective and unknown objection as unknown. Write Unknown — ask; do not infer intent, buying stage, sentiment, priority, or likely objection from role, company, silence, or a generic sales pattern.
• Separate sourced facts, the user's stated goals, hypotheses, and suggested questions. A useful question is not evidence that its premise is true.
• Show contradictory sources and dates side by side. Do not silently choose one.
• Never invent facts, quotes, commitments, dates, outcomes, customer counts, product capabilities, prices, ROI, payback, rollout time, or integration claims.
• Keep call prep read-only by default. A recommendation is not permission to update a person, account, deal, or task.
• Preview any requested change, require explicit confirmation from the authorized human, then read back the saved record. If a write or read-back fails, report possible partial state and stop before retrying.

Method

1. Resolve identity and call scope

Confirm the exact person/account and disambiguate duplicate names. Confirm:

• scheduled call time and timezone;
• participants and their sourced roles;
• call type only if supplied or recorded;
• the user's objective, if stated;
• the review window for prior interactions;
• authoritative sources for person, account, deal, and commitments.

If identity remains ambiguous, return the candidates and ask; do not merge records.

2. Build a source ledger

Collect only the context needed for this call:

Item	Evidence rule
Person role	dated person/account source
Relationship	exact observations; no personality inference
Recent interactions	canonical event date and source
Commitments	exact owner, due date, status, source
Deal/account state	authoritative record and source date
Pain or request	quote-safe summary tied to an interaction
Product/commercial claim	current authoritative product or commercial source

Deduplicate repeated meeting or CRM records by stable ID. Preserve materially different accounts and contradictions.

3. Check freshness and completeness

For each source, show event date and read as-of time. Apply a stale label only if the user or account policy defines a freshness rule; otherwise show elapsed time and Freshness assessment: Unknown.

Mark these explicitly when absent:

• Call objective: Unknown — ask the caller
• Customer objective: Unknown — ask on the call
• Potential objections: Unknown — no sourced objection
• Account health: Unknown — no configured rubric/current result
• Next decision: Unknown

Do not convert missing evidence into a negative assessment.

4. Prepare discussion material

Discussion points must trace to a source. Suggested questions may explore an unknown, but must be phrased without assuming the answer.

Good shape:

• Observed: “[dated source summary]”
• Unknown: “[specific missing fact]”
• Question: “[neutral question to resolve it]”
• Why now: “[link to call objective or commitment]”

Commercial responses must use current approved material. If price, ROI, rollout, customer proof, or product support is not sourced, say Unknown — verify before use and do not improvise.

5. Verify the brief

Before presenting:

• reconcile every commitment with its owner and due date;
• check links point to the records actually read;
• ensure dates use one stated timezone;
• ensure every quote is exact or clearly paraphrased;
• ensure no suggested objection appears as a fact;
• ensure desired outcomes are the user's stated goals, not invented intent.

Output contract

# Call prep: [person] — [company]

**Call:** [time and timezone]
**Brief as of:** [timestamp]
**Identity evidence:** [source/date]
**Call objective:** [user-stated source or Unknown]

## What is known
- [Fact] — [source, event date]
- [Fact] — [source, event date]

## Recent interactions
| Date | Interaction | Decisions/commitments | Source |
|---|---|---|---|

## Open commitments
| Owner | Commitment | Due/status | Source/date |
|---|---|---|---|

## Unknowns and contradictions
- [Unknown or both conflicting sources/dates]

## Questions to ask
1. [Neutral question tied to an unknown]
2. [Question tied to a sourced objective]

## Talking points
- [Sourced point, with approved claim source]
- [Unknown — verify before use]

## Desired outcome
- [User-stated goal or Unknown]

## Quick links
- [Only records actually read]

Placeholders define structure only; they are not sample facts.

Controlled follow-up

After the call, offer a separate update plan. For each requested write:

1. identify the exact target;
2. show the complete before/after diff or payload;
3. separate independent writes so one approval does not authorize another;
4. require explicit human confirmation;
5. perform only the confirmed write;
6. read back and reconcile it with the preview.

On failure, keep the brief unchanged, disclose possible partial state, re-read the target, and require a fresh preview before any retry.