APQP works backwards from the start of production (SOP): PPAP must be approved before SOP, which needs a
production run, which needs finished process design and tooling, which needs a frozen design. scripts/apqp_plan.py
builds that back-schedule, lists each phase's deliverables, and checks a status list for late or missing items.
Trigger Conditions
Activate this skill when the user:
- Is starting a new automotive part or program and needs an APQP timing plan
- Must report APQP status to a customer or prepare a gate review
- Is a build-to-print supplier asking what APQP means for them
- Has a launch at risk and needs to see what is late
PPAP package: ppap-submission-package-builder; PFMEA: process-fmea-builder; control plan: control-plan-writer.
Workflow
1. INPUTS -> SOP date, complexity (low/medium/high), design responsibility, customer PPAP lead and safe-launch rules
2. PLAN -> python scripts/apqp_plan.py --sop 2027-09-06 --complexity medium --today 2026-10-26
3. COMPRESS -> if COMPRESSED: parallel work, carry-over, more resources, or renegotiate SOP / staged PPAP
4. ASSIGN -> owner and due date for each deliverable; long-lead tooling ordered at design freeze
5. TRACK -> python scripts/apqp_plan.py --sop ... --status deliverables.csv --today YYYY-MM-DD
6. GATES -> review red/yellow items with management at each gate
7. LAUNCH -> safe launch with exit criteria; lessons learned into the next programPhases and Gates
| Phase | Ends with | Medium-complexity duration |
|---|---|---|
| 1 Plan and define | Program approval | 6 weeks |
| 2 Product design and development | Design freeze | 16 weeks (about 5 for build-to-print) |
| 3 Process design and development | Process sign-off | 14 weeks, starting halfway through phase 2 |
| 4 Product and process validation | PPAP approved, 4 weeks before SOP | 10 weeks |
| 5 Launch, feedback and corrective action | Safe-launch exit | 13 weeks after SOP |
4 Product and process validation 2027-05-31 2027-08-09 PPAP approved
LATE phase 1 'Preliminary special characteristics' is in-progress; phase ended 2026-12-28Deliverables per phase, build-to-print changes, gates and typical lead times: apqp-phases.md. Status reporting, run at rate and safe launch: launch-and-status-reporting.md.
Output Format
Deliver:
- Timing plan - phases with start, end and gate (from
apqp_plan.py). - Deliverable list with owners and due dates per phase.
- Status - done / in progress / late, untracked deliverables, red/yellow risks with recovery plans.
- Critical path - long-lead tooling and equipment, PPAP date, SOP.
Scripts
python scripts/apqp_plan.py --sop 2027-09-06 --complexity medium --today 2026-10-26
python scripts/apqp_plan.py --sop 2027-09-06 --complexity high --no-design --ppap-lead 6 --safe-launch 13
python scripts/apqp_plan.py --sop 2027-09-06 --status deliverables.csv --today 2027-03-01Status CSV: deliverable, phase (1-5), status (done/in-progress/not-started). Exit codes: 0 feasible and nothing late, 1 compressed timeline or late deliverables, 2 usage or read error.
Additional Resources
| File | Content |
|---|---|
| apqp-phases.md | Phase purposes, deliverables, gates, build-to-print, lead times |
| launch-and-status-reporting.md | Status report format, run at rate, safe launch, lessons learned |
8d-problem-solving-report-writer
Write and review 8D problem-solving reports for customer complaints and serious nonconformities (automotive and aerospace practice: Ford Global 8D, VDA, GM, Stellantis formats): D0 emergency response, D1 cross-functional team and champion, D2 problem description with 5W2H and is / is-not and no cause in the statement, D3 interim containment within 24 hours with verification and clean point, D4 verified occurrence and escape (non-detection) root causes plus systemic cause, D5 permanent corrective actions for each cause verified before implementation, D6 implementation, validation with production data and removal of containment, D7 PFMEA, control plan and read-across to similar products, D8 closure and recognition. Checks an 8D discipline by discipline for missing content, human-error root causes, missing escape cause or action, late containment and dates out of order.
acceptance-sampling-plan-selector
Select and evaluate acceptance sampling plans for incoming, in-process and final inspection: ANSI/ASQ Z1.4 / ISO 2859-1 single sampling under normal inspection (code letter from lot size and inspection level I, II, III, S-1 to S-4; sample size, Ac and Re from AQL, following the table's arrows to the correct plan; 100% when n reaches the lot size; AQLs above 10 per 100 units), operating characteristic curves (Pa at any quality, producer's quality level, indifference point, LTPD, AOQ and AOQL, binomial or hypergeometric), plans designed from producer and consumer risk, and c = 0 zero-acceptance plans. Covers AQL choice by defect class, switching rules between normal, tightened and reduced inspection, when sampling is not appropriate, and random sampling.
approved-supplier-list-manager
Manage and audit an approved supplier list (ASL) / external provider register for ISO 9001 8.4.1, IATF 16949 8.4 and AS9100 8.4.1: supplier status (approved, conditional, probation, pending, disqualified), scope of approval by commodity and process, risk class, certification and expiry, re-evaluation intervals by risk, conditions with end dates, single-source contingency, approver and customer-directed sources. Audits the list for expired or expiring certificates, overdue re-evaluations, conditional or probation status past its decision date, high-risk suppliers without the required certification, single-source suppliers without backup and missing approvers, and checks purchase orders for suppliers that are off-list, disqualified or pending, or buying outside the approved scope. Covers ERP blocks, PO requirements, off-list and emergency purchases.
as9100-gap-analyzer
Run an AS9100D / EN 9100:2018 gap analysis for aviation, space and defence suppliers on the requirements added to ISO 9001: on-time delivery and conformity focus, management representative, ethics and human-factors awareness, operational planning and operational risk management, configuration management, product safety, counterfeit-part prevention, special requirements, critical items and key characteristics, external provider register and flow-down, FOD prevention, tooling and NC program control, special process validation, first article inspection (AS9102), traceability, in-service data and nonconforming product control. Generates and scores a worksheet, grades missing core controls as major, and checks invalid n/a claims. Covers AS9101/AS9104, OASIS, AS9102 FAI forms, counterfeit standards (AS5553, AS6174, AS6081), NADCAP and the planned IA9100 transition.
audit-report-writer
Write internal, supplier and pre-certification audit reports with the content ISO 19011:2018 6.5 expects: audit objectives, scope, criteria with revisions, dates, team and auditees, method and sampling statement, specific strengths, findings table and three-part finding details (requirement, evidence, statement), conclusion on the degree of fulfilment of criteria, diverging opinions, follow-up deadlines and distribution. Builds a Markdown report from a JSON audit record, generates the conclusion from the findings (major / minor / none) and flags reports missing required content or findings without clause or evidence. Covers conclusion wording, closing meetings, response expectations and verifying corrective actions.
capa-effectiveness-checker
Verify whether a corrective action actually worked (ISO 9001 10.2.1 d, IATF 16949, 8D D6) with statistics instead of 'no complaints so far': before/after defect-rate comparison with an exact conditional binomial test for Poisson counts and a minimum practical reduction, zero-defect demonstration size (n = ln(1-C)/ln(1-p), rule of three) with progress so far, and exact Clopper-Pearson upper bounds on the post-action defect rate. Returns effective, not yet demonstrated (with the units still needed) or not effective. Covers setting effectiveness criteria when the CAPA is opened, choosing the window by problem frequency, leading indicators for rare failures (Cpk, SPC stability, error-proofing checks, LPA), and traps such as volume changes, detection changes and containment masking.