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project-risk-register-builder

Build-an-X workflow producing a project-level risk register - risks to project execution (schedule slippage, environment instability, people / staffing, vendor / dependency, scope creep) rather than the product itself. Walks the author through ISO 31000-aligned identification, impact × likelihood scoring, mitigation strategy (avoid / mitigate / transfer / accept), and ownership; the project manager reviews it weekly. Use for release-execution risk. For product-quality risks use product-risk-register-builder, for the per-release product risk table use risk-matrix, and to sign off accepting one specific risk use risk-acceptance-decision-author.

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project-risk-register-builder

Overview

A project risk register captures risks to project execution - schedule, environment, people, vendor, scope - separate from product-quality risks. Per ISTQB CTAL-TM, the distinction is:

  • Product risk - "the possibility that the system or software might fail to satisfy or fulfil some reasonable expectation of the customer, user, or stakeholder." → captured in product-risk-register-builder and per-release in risk-matrix.
  • Project risk - "any risk that affects project success." Schedule, resources, etc.

This skill scopes project risks. Cite ISTQB glossary (glossary.istqb.org (opens in new window)) "product risk" + "project risk".

When to use

  • Sprint planning - capture sprint-specific project risks.
  • Release planning - capture release execution risks (deadlines, dependencies, staffing).
  • Quarterly OKR review - capture longer-horizon project risks.
  • Project kickoff - establish the baseline.

Step 1 - Identify by category

Per ISO 31000:2018 (cite by stable ID) and PMI PMBOK 7th edition risk categorisation, project risks fall into broad buckets:

CategoryExample risks
ScheduleEstimate uncertainty; downstream dependency slippage; holiday / OOO clashes
People / staffingKey engineer leaves; on-call rotation under-staffed; specialist knowledge concentrated
ScopeScope creep mid-sprint; spec ambiguity; stakeholder mid-flight changes
Environment / infrastructureStaging environment broken; CI / test infrastructure outage
Vendor / third-partyAPI deprecation by vendor; vendor SLA breach; cloud-provider regional outage
Compliance / regulatoryAudit deadline missed; new regulation in flight (e.g., GDPR, SOC 2)
BudgetCloud-spend overrun; tool licensing surprise
CommunicationCross-team alignment failures; missing stakeholder sign-off

Aim for 8-20 active project risks at any time. Stale entries get retired.

Step 2 - Score per impact × likelihood

Impact 1-5:
  1 = Minor delay / inconvenience
  2 = Multi-day delay; small re-work
  3 = Sprint slippage; significant re-work
  4 = Release slippage; major re-plan
  5 = Quarter slippage; reputation / financial damage

Likelihood 1-5:
  1 = Very unlikely (<10% in horizon)
  2 = Unlikely (~25%)
  3 = Possible (~50%)
  4 = Likely (~75%)
  5 = Very likely (>90%)

Score = Impact × Likelihood (range 1-25)

Step 3 - Pick a mitigation strategy

Per ISO 31000:2018, four standard responses:

StrategyWhenExample
AvoidRisk is so high that the project scope is reshaped to remove itDecline a Q4 launch that requires a known-fragile dependency
MitigateReduce likelihood or impact via active interventionAdd a staging-mirror to reduce dependency-outage risk
TransferShift the risk via contract / insurance / outsourcingVendor contract clause for SLA breach; insurance policy
AcceptDocument + monitor; act when (if) it triggersNote a Q1 holiday-staffing risk; OOO calendar visible

Document the chosen strategy per risk.

Step 4 - Document the register

# Project risk register - <project / quarter>

**Last reviewed:** YYYY-MM-DD  **Owner:** <PM>  **Next review:** YYYY-MM-DD

## Active risks (n=11)

| ID | Category | Risk | Impact | Likelihood | Score | Strategy | Mitigation | Owner | Status |
|---|---|---|---:|---:|---:|---|---|---|---|
| PJ-001 | Schedule | Q2 launch depends on Stripe migration; Stripe rate-limits doc work | 4 | 3 | 12 | Mitigate | Run migration in parallel with team-2 work | Alice | Active |
| PJ-002 | People | Senior payments engineer on parental leave Q2 | 4 | 5 | 20 | Mitigate | Knowledge-transfer sessions Q1; pair-coding | Bob | Active |
| PJ-003 | Vendor | Auth0 deprecating legacy SDK Q3 | 3 | 5 | 15 | Mitigate | Migrate to new SDK Q2 (1 sprint allocated) | Carol | Active |
| PJ-004 | Compliance | SOC 2 Type II audit Q3 - controls evidence collection backlog | 5 | 3 | 15 | Mitigate | Hire compliance contractor; start collection Q1 | Dan | Active |
| PJ-005 | Environment | Staging cluster autoscale unreliable | 3 | 4 | 12 | Mitigate | Migrate staging to k8s-autopilot Q2 | Eve | Active |
| PJ-006 | Scope | "AI feature" spec drifting in stakeholder reviews | 3 | 4 | 12 | Mitigate | Lock spec by end Q1; weekly stakeholder review | Fran | Active |
| PJ-007 | Schedule | Cyber-week launch window non-negotiable | 5 | 2 | 10 | Mitigate + Accept | Buffer + war-room ready | Alice | Active |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |

## Retired / triggered risks (n=4)

| ID | Risk | Outcome | Lessons |
|---|---|---|---|
| PJ-R-001 | DB migration vendor delay | Triggered Q1; mitigated by parallel path | Two-vendor strategy works |
| PJ-R-002 | Staffing - onboarding lag | Not triggered | Mitigation (early hire) effective |

Step 5 - Weekly review cadence

Project risks evolve fast. Weekly review at standup or PM syncpoint:

## Week of YYYY-MM-DD review

- **PJ-002** (key engineer leave): KT session 3/4 complete. Score
  unchanged.
- **PJ-003** (Auth0 SDK): migration started; likelihood drops 5 → 3.
  New score: 9 (was 15).
- **New PJ-012**: Cloud provider regional outage (us-east-1) on
  YYYY-MM-DD reminded us of single-region risk. Impact 4,
  likelihood 2, score 8. Strategy: monitor.
- **Triggered PJ-007** (Cyber-week launch): launched successfully;
  retire.

Step 6 - Escalation triggers

Risks scoring ≥15 trigger escalation:

## Escalations this week

- **PJ-002** (score 20): Engineering Director informed.
  Mitigation status: 3/4 KT sessions held; remaining pair-coding
  blocked on engineer availability.

Worked example - quarterly project risk distribution

For a 12-risk register in a Q2 release:

CategoryCountAvg scoreHighest
Schedule31316
People21620
Vendor21215
Scope21112
Environment21012
Compliance11515

People + Schedule are dominant - staffing + dependency mitigations need most attention.

Anti-patterns

Anti-patternWhy it failsFix
Mixing project + product risks in one registerConfuses risk-response strategiesSeparate registers; this for project, product-risk-register-builder for product
"Mitigate" is the only strategy"Accept" is legitimate; not every risk needs an actionUse all 4 strategies (Avoid / Mitigate / Transfer / Accept)
Weekly review skipped during crunchRisks compound when ignoredHold review even briefly; stale register is worse than no register
No retired-risks logLose lessons learnedAlways keep retired list
Score 25 without escalationOwner alone can't manage critical risksEscalation rule per Step 6
Mitigation without ownerRisk floats; no one accountableAlways name an owner
Status column missingCan't tell if mitigation is on track"Active / In progress / Mitigated / Triggered / Retired" status

Limitations

  • Project risks evolve fast. Weekly review is the floor; some risks need daily attention.
  • Scoring is judgmental. Project context differs by team / industry / org maturity.
  • Doesn't replace project plan. Risks supplement the plan; they don't replace it.
  • "Transfer" via vendor contract is often theoretical - contract clauses without enforcement don't actually transfer risk.

References

  • ISO 31000:2018 "Risk management - Guidelines" - cite by stable ID; iso.org paywall.
  • PMI PMBOK Guide 7th edition - risk management chapter.
  • ISTQB Advanced Test Manager (CTAL-TM) syllabus, ch. 5.
  • ISTQB Glossary - glossary.istqb.org (opens in new window) - "project risk" entry.
  • Sibling skill (different scope): product-risk-register-builder, risk-matrix.

Related skills

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e2e-suite-budget

Caps E2E suite size by computing per-test ROI - (regressions caught × value) ÷ (runtime × flake rate × maintenance) - then ranks every end-to-end test and recommends which bottom-decile ones to retire, move to a lower layer, or fix. Use when CI is slow or E2E-dominated, flaky failures are rising, or quarterly to keep suite size within maintenance capacity. For strategic unit:service:UI layer ratios use test-pyramid-balancer, for the minimal per-deploy critical-path gate use smoke-suite-gate, and for quarantining flaky tests use flaky-test-quarantine; this prunes low-signal tests by ROI.

framework-choice-advisor

Pure reference catalog for picking a test automation framework - covers Playwright / Cypress / Selenium / WebdriverIO / Appium / Espresso / XCUITest / RestAssured / Karate / k6 / Locust with side-by-side tradeoffs on speed, cross-browser, mobile, parallelisation, language support, ecosystem maturity, CI integration; a decision tree for matching project NFRs to framework choice; and reference directory / fixture / CI layouts for the chosen stack. This is the **upstream selection step**: it decides which tool to adopt, not how to configure a tool already chosen, and not how to rebalance the unit / integration / E2E mix of an existing suite. Use when starting a new test-automation suite from scratch, before installing any tool.

heuristic-test-design-reference

Reference catalog of the four canonical heuristic test-design models - Bach's Heuristic Test Strategy Model (HTSM) with SFDPOT product elements, Whittaker's 'How to Break Software' attack patterns, Bolton's FEW HICCUPPS consistency oracles, and the ISO/IEC 25010 quality characteristics - for use when the tester has no user story, no acceptance criteria, and no documentation. This is the zero-documentation case: it does not read from a written story, and it yields test-case ideas rather than session charters. Use as the reference layer when generating coverage for a feature with no documented input.

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Build-an-X workflow that produces a blameless post-mortem from an incident - captures the timeline (chronological event sequence with sources), root cause analysis (what + why, not who), impact (users / revenue / SLO debt), action items (with owners + due dates + measurable success criteria), and "what went well" (intentional). Per Google SRE: "Blameless postmortems are a tenet of SRE culture." Use after every user-visible incident, not just severe ones.

product-risk-register-builder

Build-an-X workflow that produces a product-level risk register catalogue - per-feature / per-component product risks (functionality, performance, security, usability, compatibility, reliability) that persist across releases, distinct from per-release risk matrices. Walks the author through risk identification by ISO 25010 quality characteristic, scoring per impact × likelihood, and linking each register entry to mitigations + owners + review cadence. Output is a Markdown register the team reviews quarterly and that seeds release-level risk matrices. Use for long-lived product-quality risks; complements risk-matrix for per-release risks.

qa-okr-author

Build-an-X workflow that drafts a QA team's quarterly OKR set - one to three Objectives, each with 3 - 5 measurable Key Results - from the team's current state (risk matrix, defect-trend narrative, test-run history, test-pyramid balance, compliance coverage). Every numeric target cites its source artifact (e.g., a defect-trend baseline's 2026-Q1 escape rate). QA-specific by design - generic OKR generators (Tability, Asana, ClickUp) don't know test metrics; the differentiation is the domain. Produces the OKR set itself - not the test-strategy document it sits inside, and not the risk-score calibration behind the baselines. Use at the start of each quarter to draft the OKR set the manager edits and the team commits to.

qa-vendor-evaluator

Build-an-X workflow that produces a side-by-side **commercial-vendor** evaluation matrix for QA tools - test-management platforms (TestRail / Qase / Xray / Zephyr / TestCollab), no-code platforms (mabl / Testim / Functionize / TestSigma / Reflect), visual regression services (Applitools / Percy / Chromatic), and commercial AI copilots - scoring each on capability fit, cost model, integration depth, vendor lock-in risk, exit cost, contractual posture, and customer-reference data. Scoped to commercial procurement - contract, lock-in, and exit-cost axes - not to choosing an open-source code-first framework on architectural fit. Use for commercial procurement decisions only - refuses to recommend a winner; the team owns the procurement choice.

risk-acceptance-decision-author

Build-an-X workflow that produces a structured risk-acceptance decision document - for risks the team has decided to accept (rather than mitigate / transfer / avoid). Walks the author through the ISO 31000 risk-acceptance criteria (rationale, sign-off, scope, review trigger, exit conditions), captures stakeholder approval, and links to the originating risk register entry. Output is a Markdown decision artefact that lives alongside the risk register and provides audit-defensible justification for the team's acceptance choice. Use when a risk register entry's Strategy column is set to Accept, or an already-accepted risk comes up for its scheduled re-review, an audit, or a post-incident look-back.

risk-coverage-mapper

Build-an-X workflow that produces a risk-to-test-coverage matrix - maps each risk in the product/release register to the tests / cases / monitoring that mitigate it. Walks the author through ingesting risks (from risk-matrix / product-risk-register-builder), inventorying test coverage (test cases via traceability-matrix-builder, automated tests via repo scan, production monitoring via observability dashboards), and computing per-risk coverage depth + identifying orphan risks (no coverage) + orphan tests (not linked to risks). Output is a Markdown matrix + executive summary. Use before a release sign-off or compliance audit, when the team must show which tests, cases, or monitors back each registered risk and which risks have nothing behind them.

risk-matrix

Produces the per-feature / per-release risk-matrix artifact itself: a structured intake (feature, category, impact 1-5 by likelihood 1-5, score), mitigations with owners and due dates, supporting both lightweight (impact by likelihood) and heavyweight (FMEA / Cost of Exposure) methods per RBT canon, output as a Markdown / spreadsheet the team reviews each sprint. Use when building the matrix artifact; to facilitate the live risk-storming meeting use risk-storming-facilitator, to calibrate scores across raters use risk-matrix-calibration, and to map the resulting risks onto test coverage use risk-coverage-mapper.

risk-matrix-calibration

Checks an already-written risk matrix against what actually happened. Maps each row's likelihood rating to observed defect density, test failure rate and code churn, maps its impact rating to the severity mix and escape rate, then classifies each row as over-stated, under-stated, in-agreement, or not calibrated, using stated reporting thresholds so small differences are not treated as findings. Every proposed rating change carries the observation that produced it, and every proposal is handed to the matrix owner rather than applied. Also emits candidate new entries for areas that show up in defect data but have no row. Owns calibration only: choosing a scoring methodology, designing the matrix structure, picking risk categories, mapping risks to test types, FMEA scoring, review cadence and file storage are all out of scope. Use when a matrix has been driving test decisions for at least three releases and nobody has yet checked whether its ratings match the defects, escapes and incidents that followed.

risk-storming-facilitator

Reference guide for planning and facilitating a risk-storming session yourself - meeting structure, participant roster, per-category brainstorm prompts (categories from risk-matrix), affinity grouping, impact by likelihood scoring, and mitigation assignment. Static reference only, not an active runner that writes the matrix file. Use to learn or teach the facilitation pattern, or to run a feature-kickoff session without agent assistance. For the matrix artifact itself use risk-matrix, to calibrate its ratings against real defect data use risk-matrix-calibration, and to map the resulting risks onto test coverage use risk-coverage-mapper.

smoke-suite-gate

Build-an-X workflow for a critical-path smoke suite that runs in <5 minutes - picks the 5-15 highest-business-value journeys (login, hero flow, checkout, payment, primary read), implements as fast E2E or API tests, gates per-deploy, retries on transient failures with quarantine. Use as the canary-precursor or per-deploy verification gate; the team's "if this fails, the build can't proceed" floor.

tdd-stuck-pattern-resolver

Pattern catalog for "I can't write the test first" moments - recognizes common testability blockers (singletons / static dependencies, network in constructors, time / random as hidden inputs, deeply nested construction, untestable boundaries) and proposes the refactor that unblocks TDD (extract interface, dependency injection, seam, ports-and-adapters). Use as TDD coaching when an engineer is stuck on a class of code. For a catalog of what-to-test heuristics with no story use heuristic-test-design-reference, to label a change's shape before planning test effort use code-change-shape-classifier, and for conventions on writing the test well once the code is testable use test-code-conventions.

test-case-from-live-feature

Build-an-X workflow that produces a test-case matrix from a **live, undocumented feature** - running app at a URL, screen recording, screenshot, or verbal brief - by combining structured exploration (Playwright trace / DevTools / accessibility tree) with the heuristic models in `heuristic-test-design-reference` (SFDPOT, Whittaker attacks, FEW HICCUPPS, ISO 25010). Output is a structured case matrix, not an exploratory session charter. Use when there is no story, no AC, and no documentation - only a live feature.

test-case-ideation-from-story

Takes a user story or feature spec and emits a markdown test-case matrix - one row per case (id, title, precondition, steps, expected, tier) covering happy path, alternate paths, boundaries, and negative paths - before any test code is written. Output is the human-reviewable matrix that goes into TestRail / Qase / Xray. Emits the human-reviewable case matrix itself - not Gherkin scenarios written against locked acceptance criteria, and not executable test code. Use as the first artifact a manual tester or three-amigos session produces from a story, ahead of automation.

test-effort-estimation

Turns a list of testable areas plus a change-shape distribution into a PERT three-point test effort estimate, reporting every row as a range around the expected value rather than a single number, requiring a named assumptions ledger across six mandatory categories, and recommending a per-layer ownership split across developer, automation, and exploratory roles. Owns the hours and the ownership recommendation only: it consumes a change-shape distribution rather than producing one, and it does not choose which tests to run or how deep coverage should go. Use when an epic or release has been broken into testable areas and someone is about to commit test capacity for a sprint.

test-pyramid-balancer

Build-an-X workflow that analyzes a repo's test mix (unit / integration / E2E counts + runtimes) and recommends rebalancing toward the test pyramid ratios per the change-set shape - pure-logic-heavy repo wants ~80/15/5; UI-heavy repo wants ~60/25/15. Detects 'ice-cream cone' (E2E-heavy) and 'hourglass' (integration-thin) anti-patterns. Use when the user asks about test distribution, test strategy, test balance, too many E2E tests, slow CI caused by tests, testing best practices, or rebalancing their test suite; also suitable for quarterly calibration of the test mix to codebase reality.

test-strategy-author

Authors a test strategy document (a master test plan) for a project, release, or feature - covers scope, in/out, test types per layer (unit / integration / contract / E2E / perf / security / a11y), risk-based test prioritization that maps top risks to test investment (per `risk-matrix`), tooling stack, environments, exit criteria, and ownership. Use when a team needs the release-readiness artifact stakeholders sign off on before significant test investment, and the reference engineering teams return to when scope or quality questions arise.

tool-selection-decision-record

Defines the output contract for writing down a chosen developer tool as a portable decision record: the observed project signal, exactly one primary recommendation, rationale that names the rejected alternative, what to read next, and a mandatory list of the conditions that would flip the choice. Adapts Architecture Decision Record conventions (context, decision, consequences, status, supersede rather than edit) to tool selection, and refuses any recommendation inferred from a README or a folder name instead of a manifest, lockfile, config file, or existing test directory. Distinct from a catalog or advisor that compares candidate tools on their merits: this owns the shape of the written record, not the comparison. Use when a tool has just been chosen (test framework, build tool, linter, package manager, migration tool) and the choice needs to be recorded so a later reader can see the signal, the rejected alternative, and what would reverse it.