infer-status

infer-status

Map signals → status using the taxonomy decision table — no invention. Hard rules: ../_shared/RULES.md. All enums, the decision table, the ghosting rule, and the offer-accept guardrail live in ../../knowledge/status/taxonomy.md.

Inputs

Per-application signals (JSON; single or array)

{
  "job":                    { "company": "...", "role": "...", "job_id": "..." },
  "current_status":         "applied | screening | assessment | interview | final-round | offer | accepted | rejected | withdrawn | ghosted",
  "triage_class":           "rejection | screen | interview-invite | assessment | offer | recruiter-outbound | info | request-info | spam | other | null",
  "days_since_apply":       "number | null",
  "days_since_last_contact":"number | null",
  "portal_state":           "string | null",     // verbatim portal label if scraped, e.g. "Application Rejected"
  "as_of":                  "YYYY-MM-DD"
}

Or --in inbox/triage-<date>.json to read triage records directly; the skill joins triage → applications by (company, role) or job_id and pulls current_status from tracker.json if present.

Flags

• --ghost-days N — override the 14-day ghosting threshold.
• --update tracker.json — write the new status back into tracker.json (only fields that changed).
• --confirm-accept — the only way to transition offer → accepted. Without it, an offer stays at offer.

Method

0. Read the taxonomy decision table and the ghosting rule.

1. Resolve triage_class if absent by reading the latest inbox/triage-<date>.json for this job (if present). Otherwise skip the email branch and use only portal + recency signals.

2. Apply the decision table. (triage_class × current_status) → (next_status, suggested_action). Terminal email classes (rejection, offer) trump current status; info / request-info / spam never change status.

3. Override on portal signal if present. Portal labels are ground truth when they exist (e.g., portal_state: "Application Rejected" → rejected regardless of email). Record the override in rationale.

4. Apply the ghosting rule. If current_status is non-terminal AND days_since_last_contact ≥ ghost_days (default 14): status → ghosted; action depends on funnel position (applied/screening → follow-up; interview/final-round/offer → escalate).

5. Apply the offer-accept guardrail. Never transition to accepted automatically. Without --confirm-accept, an offer stays at offer with action reply-ask. With --confirm-accept and current_status offer, transition to accepted.

6. Compute next_action_due_on based on the action:

   • reply-schedule / reply-info / reply-ask → today + 1 business day.
   • reply-accept (assessment) → respect the email's deadline if any, else +3 days.
   • follow-up → today + 0 (nudge now).
   • acknowledge / ignore → null.
   • escalate → today (route to request-human-input with the optional JobClaw agent).

7. Write a rationale. One sentence per non-trivial decision (which table row fired, what triggered the override, what the ghosting rule did).

Output

Per-application result

{
  "job":                  { "company": "...", "role": "...", "job_id": "..." },
  "prior_status":         "applied",
  "status":               "screening",
  "next_action":          "reply-schedule",
  "next_action_due_on":   "YYYY-MM-DD",
  "rationale":            "interview-invite × screening → final-round per taxonomy table; deadline 2026-06-02 noted",
  "as_of":                "YYYY-MM-DD"
}

Single input → object; batch input → array.

Stdout

Tight table: job · prior → next · action · due · rationale (truncated). Flag escalate rows + any status reverting (e.g., interview → ghosted).

Optional tracker update

With --update tracker.json: read JSON {applications: [{job_id, ...}]}; merge new status / next_action / next_action_due_on / last_status_change into the matching record. Don't overwrite fields you didn't compute; preserve user notes.

Anti-patterns

• Inventing a status from a noisy thread; default to unchanged + acknowledge when signals are weak.
• Treating recruiter-outbound (cold inbound, no prior application) as screening.
• Transitioning offer → accepted without --confirm-accept.
• Ignoring the portal signal when present.
• Using more than --ghost-days for the ghosting threshold without recording it in rationale.
• Emoji.

Rubric

• [ ] Status ∈ taxonomy enum; action ∈ taxonomy action enum.
• [ ] rationale cites the table row or the override that fired.
• [ ] No accepted without --confirm-accept and a prior offer.
• [ ] ghosted only set when days_since_last_contact ≥ ghost_days AND current_status is non-terminal.
• [ ] next_action_due_on is set when next_action is reply-ish; null when not.

Next steps

Status updated. Next: /draft-reply with the suggested intent (or /coach-negotiation if it's an offer).