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Team and Collaboration (EQU)

A project is first and foremost a set of people coordinating with each other. Most “technical” failures are coordination failures, knowledge concentrated in a single person…

Guide≈ 5 min readCheckedCheck doneFacts, figures and references were checked against the sources cited in the page.Written with AI assistance; sources are cited at the bottom of the page. An error? Report it via clement13.net.Reading

Level: 🟢→🔴 · Code: EQU · Matrix: PI

Why this theme#

A project is first and foremost a set of people coordinating with each other. Most “technical” failures are coordination failures, knowledge concentrated in a single person, or chronic overload. The cost of a hero-dependent team is invisible as long as that hero is present, and brutal the day they leave or get sick. This theme measures sustainability and resilience, not self-reported well-being.

What this theme measures#

  • Axis: from isolated hero to autonomous, sustainable team.
  • Key indicator: bus factor (number of people whose loss would block the project), sustainable workload (overtime, turnover), self-reported team health.
  • Unit: number of people; % of weeks in overload; health score /5 from a short survey.

The five levels#

Level Short name Promise Typical indicator (orders of magnitude)
1 Isolated heroes Work moves forward thanks to a few key people; everything stops if they are unavailable. Bus factor = 1 on critical topics
2 Known roles Everyone knows what is expected of them; backups are possible but slow. Bus factor = 2 on major topics
3 Functioning team Regular rituals coordinate work; workload is sustainable; knowledge is shared. Bus factor ≥ 2 everywhere; < 10% of weeks in overload
4 Measured team Team health and flow are tracked; tensions are detected early; onboarding a newcomer is fast. Productive onboarding in ≤ 4–6 weeks; non-forced turnover
5 Autonomous team The team decides, organizes itself, and renews itself without performance loss; multiple people can cover each role. Bus factor ≥ 3; stable performance during a departure

Milestones by level#

ID Milestone Verifiable evidence
PI-EQU-1.1 Team members and their topics are listed. Up-to-date org chart or allocation table.
PI-EQU-1.2 A backup is known for each planned absence. Vacation plan with backups.
PI-EQU-1.3 Each person's work is visible to others (even roughly). Shared task board.
PI-EQU-2.1 Each role (product owner, developer, tester, operator) is described on one page. Role sheets.
PI-EQU-2.2 A regular team check-in exists (short, daily, or weekly). Calendar; observed participation.
PI-EQU-2.3 Critical topics have minimal recovery documentation. Recovery sheets for the 5 critical topics.
PI-EQU-3.1 Rituals (daily check-in, review, retrospective) happen and are used for decisions. Meeting notes; decisions from rituals.
PI-EQU-3.2 The bus factor is assessed by topic and is at least 2 on critical topics. Skills × people matrix.
PI-EQU-3.3 Workload is planned with buffer; overtime is exceptional and tracked. Planned load ≤ 70–80%; overrun log.
PI-EQU-3.4 Working rules (definition of “done,” standards, peer review) are written by the team. Accessible team charter.
PI-EQU-3.5 Pair work or cross-review is practiced. Review history by multiple people.
PI-EQU-4.1 Team health is measured (regular short anonymous survey). Results over ≥ 3 cycles.
PI-EQU-4.2 Newcomer onboarding time is measured and follows a defined path. Onboarding path; date of first deliverable.
PI-EQU-4.3 Flow indicators (work in progress, cycle time) are used by the team, not against it. Flow board; use in retrospectives.
PI-EQU-4.4 Conflicts and tensions have an identified resolution channel. Documented practice; example of resolution.
PI-EQU-5.1 A departure or long absence does not durably impact delivery. Flow comparison before/after a departure.
PI-EQU-5.2 The team organizes its own internal priorities and pace within the set framework. Internal decisions without management arbitration.
PI-EQU-5.3 Skills are actively developed (training, rotation, mentoring). Upskilling plan, tracked.
PI-EQU-5.4 At least 3 people can cover each critical role. Multi-skilling matrix.

Detailed reading by level#

Level 1. Signs: the same person resolves every crisis; their vacation worries everyone. Benefit: short-term efficiency. Does not guarantee longevity. Difficulty: 1/5. Effort: 1/5.

Level 2. Signs: roles are clear, regular check-in, a few recovery sheets. Benefit: more clarity, fewer duplicates. Does not guarantee resilience when someone leaves. Difficulty: 2/5. Effort: 1/5.

Level 3. Signs: the team shares knowledge; cross-reviews are normal. Benefit: continuity in case of absence, increased quality. Does not guarantee satisfaction: a team can function while slowly wearing out. Difficulty: 3/5. Effort: 3/5.

Level 4. Signs: health survey, onboarding path, flow indicators. Benefit: tensions are seen before resignation. Does not guarantee individual goodwill. Difficulty: 4/5. Effort: 3/5.

Level 5. Signs: a departure does not show in the metrics, the team self-organizes. Benefit: resilience and attractiveness. Does not guarantee alignment with strategy. Difficulty: 5/5. Effort: 4/5. Level 5 is difficult in small teams (impossible to have three people per role in a five-person team).

Partial achievement and rating#

Common rule: see README.

  • 0.5: practice present for the majority but not all critical topics; health survey done once.
  • 1: evidence covers critical topics, observed over at least three cycles.
  • A partial 5: bus factor of 2 everywhere, measured onboarding path, one departure absorbed with no visible loss; in a five-person team, this is an excellent result. Score ≈ 4.2.
🧪 Example

6-person datamart team. Skills matrix: nightly consolidation, installation kits, and semantic model are each mastered by only one person (bus factor = 1 on three critical topics). Action: rotating pairing and recovery sheet; one year later, 2 out of 3 are covered.

⚠️ Pitfall

Valued hero. Symptom: the person who saves deliveries gets promoted, so the pattern continues. Cause: heroics are rewarded, invisible prevention is not. Remedy: reward the absence of crises, measure bus factor.

⚠️ Pitfall

Goodhart: a health survey score used as a manager target generates complacent answers. Keep it anonymous and never tied to individual evaluation.

💡 Expert tip

Overload is measured better by work in progress than by time: beyond two simultaneous topics per person, cycle time rises quickly (well-known saturation effect in queueing theory).

Move to the next level#

Possible means (optional)

🤖 AI

An assistant increases individual capacity (review, documentation, code recovery), which can reduce dependence on an expert; it can also mask a real skills gap and create new dependency. See AI for Project Management (General, Then Data).

See also#

✻ Written by Claude Sonnet 5.5