MADE:Explorations · Team

Team Pulse

What did we actually ship?
Accountability through outcomes, not status updates.

Active · Amplifier Bundle
May 2026 · cpark4x/amplifier-team-pulse
The Problem

Status theater
kills teams

🎭

Performance, Not Progress

Standups become recitals. People report what they touched, not what moved. Nobody connects daily work to quarterly goals.

📋

Audit Amnesia

By Friday, nobody remembers what actually shipped. Managers reconstruct the week from Slack threads and gut feel. Evidence evaporates.

🔍

Invisible Coordination

Cross-team connections happen by accident. Two people solve the same problem in parallel. Leverage points go unnoticed until it's too late.

Every team has outcomes on a slide somewhere. The question is whether anyone can trace this week's work back to them — with evidence, not narrative.

The Solution

Outcomes in,
accountability out

An Amplifier bundle that automates the full weekly accountability cycle — from commitment logging to leadership showcases.

1

Set Outcomes

Each team member defines quarterly outcomes — observable, time-bounded, with short IDs. The anchor for everything that follows.

2

Log Commitments

Weekly commitment logging ties this week's work to those outcomes. Interactive collection, file writing, cascade, and git commit — all automated.

3

Pull Activity

Daily GitHub activity pull fetches real events — commits, PRs, reviews. Builds per-person activity files. Evidence, not self-reporting.

4

Audit & Showcase

End-of-week: generate outcome-first audits, coordination analysis across teams, and narrative showcases for leadership. All from real data.

Architecture

Four data sources, one accountability loop

💬

Teams Standups

Meeting transcripts fetched via Graph API — processed into structured commitments

💻

GitHub Activity

Commits, PRs, reviews pulled daily — evidence of what actually happened

📝

Commitment Logs

Per-person weekly files tied to quarterly outcomes by ID

🎯

Outcome Registry

Quarterly goals with short IDs — the anchor for all accountability

Amplifier Recipes

11 declarative recipes orchestrate the entire cycle. Each writes its own files and commits to git independently.

Agent Daemon

Auto-process-standup runs M–Tu–W–Th at noon. Pull-activity runs daily. No human triggers needed.

Staged Approvals

Showcases use a staged recipe gate — manager reviews drafts before they post to Teams via webhooks.

The Weekly Cycle

One command chains the full week

The weekly-cycle recipe sequences three sub-recipes into a single end-of-week run. Each writes files and commits to git; the orchestrator sequences and reports.

1

pull-activity

Fetches GitHub events, builds per-person activity files, runs the github-activity cascade (Backlog items), commits everything in one shot.

2

prep-audit

Identifies the week's data files, processes per-person audit and review files in parallel, then assembles team-level views in a single final step.

3

generate-coordination

Reads all weekly reviews and audit views. Synthesizes cross-team connection signals, themes, and leverage points.

The weekly cycle produces the complete accountability picture: what each person shipped, how it maps to outcomes, and where teams are unknowingly working on the same problems.

Capabilities

11 recipes, full lifecycle

Define

  • set-outcomes — Set quarterly outcomes per person with short IDs
  • log-commitments — Interactive weekly commitment collection tied to outcomes

Capture

  • pull-activity — Daily GitHub events fetch + cascade
  • download-meeting — Teams transcripts via Graph API
  • process-standup — Extract commitments from transcripts
  • auto-process-standup — Automated noon runs via agent-daemon

Analyze & Share

  • prep-audit — Parallel per-person audits + team views
  • confirm-alignment — Weekly alignment confirmation
  • generate-coordination — Cross-team signal synthesis
  • draft-showcase — Leadership showcases with approval gate
  • weekly-cycle — End-to-end orchestrator
What Makes It Different

Outcomes first, always

Evidence Over Narrative

GitHub activity is pulled automatically. Standup transcripts are processed by the agent. Audits cross-reference commitments against actual work. You can't game what you didn't do.

Multi-Team Coordination

The coordination recipe reads all weekly reviews across teams and synthesizes connection signals, shared themes, and leverage points — surfacing collaboration opportunities that no individual team can see.

Human-in-the-Loop Showcases

Draft-showcase is a staged recipe: the agent generates outcome-first narratives, but a manager reviews and approves before anything posts to Teams via webhooks. Automation with judgment.

Git as the System of Record

Every recipe writes files and commits to git. Commitments, activity, audits, coordination views — all versioned, all auditable, all diffable. No SaaS database. Just a repo.

By the Numbers

Built for real teams, shipping weekly

11
Amplifier recipes
3
Contributors
4
Auto-runs per week
1
Command for the full week

Dependencies

  • amplifier-foundation
  • amplifier-bundle-recipes
  • connector-m365 (Graph API)

Data Model

  • Per-person outcome files with short IDs
  • Weekly commitment + activity files
  • Team-level audit + coordination views
Sources & Methodology

How this deck was built

Repository: cpark4x/amplifier-team-pulse (private)

Primary contributors: cpark4x, samueljklee

Bundle owner: kenotron-ms

Last updated: May 19, 2026


Data sources for this deck:


Methodology: All recipe names, descriptions, contributor lists, dependency chains, and automation schedules were extracted directly from team-knowledge YAML metadata. No runtime metrics were fabricated. The "4 auto-runs per week" figure reflects the auto-process-standup recipe description: "Runs at noon M-Tu-W-Th via agent-daemon." Recipe count (11) is the distinct recipe-type capabilities in team-knowledge. Contributor count (3) reflects the union of contributors across all capability files: kenotron-ms, cpark4x, samueljklee.


What this deck does not cover: Source line counts, commit history, and test coverage are unavailable — the repository is private and not cloned locally. All claims are grounded in team-knowledge metadata only.

Get Started

Stop reporting.
Start shipping.

Team Pulse replaces status theater with outcome-driven accountability. Set your quarterly goals, and let the system prove what you shipped.

# Set quarterly outcomes amplifier recipe run set-outcomes # Log this week's commitments amplifier recipe run log-commitments # Run the full weekly cycle amplifier recipe run weekly-cycle
cpark4x/amplifier-team-pulse
Amplifier Bundle · 11 Recipes · Outcome-Driven Accountability
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