Deal Review

Purpose

Create a complete, dated review of the requested deal cohort. Surface evidence-backed risks, missing next steps, deadlines, and unchecked deals while keeping unknowns visible.

Usage

• /deal-review — review the confirmed active-deal cohort
• /deal-review [stage] — filter through the configured stage map
• /deal-review [period] — filter by sourced close dates in a confirmed period

Evidence, authority, and recovery

Set the review as-of timestamp and timezone first. Use the canonical activity date: the actual timestamp on a meeting, call, email, CRM event, or other authoritative record. Store its source ID/path and source date. A file modified date is only a weak discovery clue and must not become an activity.

• Keep an explicit Unchecked deals section for every discovered record that is unreadable, duplicated, contradictory, or missing a required field. Never silently drop an unchecked deal or call it healthy.
• Unknown value must be excluded from value totals and amount-share denominators; never replace it with zero. An explicit zero remains eligible and is labelled.
• Disclose denominator coverage for every rate, count, or percentage: discovered, checked, eligible, and excluded rows.
• Keywords and silence are leads, not facts. Do not infer ghosting, churn, an absent buyer, or a blocker without dated source evidence.
• Never invent absent facts, dates, values, next steps, commitments, risks, or confidence.
• Keep the review read-only. Before any requested mutation, preview the exact target and payload/diff, require confirmation from the authorized human, and read back the result. If the write or read-back fails, report possible partial state and stop.

Method

1. Confirm the cohort

Confirm the authoritative deal source, requested period, stage filter, currency/units, and which states count as active. If active-state policy is absent, show discovered states and ask rather than silently selecting a cohort.

Search configured deal locations and linked account/person records. Deduplicate only on a stable deal ID or a human-confirmed mapping; similar names are not proof of identity.

2. Build the deal ledger

For every discovered deal capture:

Show contradictory records side by side and leave the field unresolved until a human with authority decides.

3. Assess freshness from policy

Calculate elapsed time only from a canonical activity date. Apply Fresh, Aging, Stale, or any urgency label only when the user supplies or confirms a dated freshness policy for this cohort. Record that policy source in the report.

If no policy exists:

• report Last canonical activity: [date / Unknown];
• report factual elapsed time where possible;
• set Freshness assessment: Unknown — no confirmed policy;
• offer a question, not a judgment.

4. Assess next steps, deadlines, and risk

A next step is complete only when the confirmed policy's required fields are present. Without a policy, show the exact text and missing owner/date rather than assigning a red/amber/green label.

For a requested deadline window, use sourced close and due dates. Do not assume a timeline is realistic from stage alone.

Treat terms such as “blocked,” “competitor,” or “waiting” as search leads. Cite the underlying sentence/event, distinguish fact from hypothesis, and show contradictions. A risk classification needs either explicit source evidence or a configured rule.

5. Reconcile and verify

• Reconcile checked plus unchecked counts to the discovered cohort.
• Reconcile stage counts to eligible checked deals.
• Reconcile known-value subtotals to the known-value total.
• List all unknown-value exclusions.
• Verify each recommendation points to an observed fact or a named unknown.

Output contract

# Deal review

**As of:** [timestamp and timezone]
**Cohort definition:** [source/policy]
**Discovered / checked / unchecked:** [N / n / u]
**Known-value coverage:** [n/N; currency and exclusions]

## Needs attention
### [Deal]
- Stage: [value + source/date or Unknown]
- Last canonical activity: [event/date/source or Unknown]
- Freshness: [policy-backed label or Unknown]
- Next step: [exact sourced text or Unknown]
- Risk evidence: [fact / hypothesis / contradiction]
- Suggested question or action: [read-only recommendation]

## On track
[Include only when the configured policy is satisfied; cite the policy and evidence.]

## Unchecked deals
| Deal | Reason | Last successful source read |
|---|---|---|

## Pipeline distribution
[Counts and known values with explicit denominators and exclusions.]

## Unknowns and contradictions
- [Both sources/dates and what needs human resolution]

## Recommended actions
1. [Action tied to evidence; no write performed]

Placeholders define shape only. Never populate them from generic examples.

Controlled follow-up

For a requested deal or task update:

1. read the authoritative current target;
2. preview the exact before/after values or payload;
3. identify related records that will not be changed;
4. require explicit human confirmation;
5. write only the confirmed target;
6. read back and compare every field with the preview.

On failure, preserve prior content where possible, re-read current state, disclose any partial result, and require a fresh preview before retrying.