# U0280 Collab Continuous Improvement Planner

> Build and operate the "Collab Continuous Improvement Planner" capability for Collaboration and Negotiation. Trigger when this exact capability is needed in mission execution.

- Skill: `zwright8/u0280-collab-continuous-improvement-planner` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add zwright8/u0280-collab-continuous-improvement-planner`
- Raw SKILL.md: https://api.skillmd.com/api/skills/zwright8/u0280-collab-continuous-improvement-planner/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: zwright8 (https://skillmd.com/u/zwright8)
- Updated: 2026-09-10
- Page: https://skillmd.com/skills/zwright8/u0280-collab-continuous-improvement-planner

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# Collab Continuous Improvement Planner

## Why This Skill Exists
We need this skill because multi-agent systems underperform without explicit conflict resolution. This specific skill turns findings into sustained upgrade cycles.

## When To Use
Use this skill when the request explicitly needs "Collab Continuous Improvement Planner" outcomes in the Collaboration and Negotiation domain.

## Step-by-Step Implementation Guide
1. Define the scope and success metrics for `Collab Continuous Improvement Planner`, including at least three measurable KPIs tied to deadlocks and degraded trust.
2. Design and version the input/output contract for proposals, contention signals, and negotiated outcomes, then add schema validation and failure-mode handling.
3. Implement the core capability using closed-loop prioritization, and produce improvement roadmaps with deterministic scoring.
4. Integrate the skill into swarm orchestration: task routing, approval gates, retry strategy, and rollback controls.
5. Add unit, integration, and simulation tests that explicitly cover deadlocks and degraded trust, then run regression baselines.
6. Deploy behind a feature flag, monitor telemetry/alerts for two release cycles, and iterate thresholds based on observed outcomes.

## Required Deliverables
- Capability contract: input schema, deterministic scoring, output schema, and failure modes.
- Runtime profile: planning-router using closed-loop prioritization to produce improvement roadmaps.
- Orchestration integration: collaboration-and-negotiation:planning-router routing, approval gates, retries, and rollback controls.
- Validation evidence: unit, integration, simulation, regression-baseline suites and rollout telemetry.

## Operational Runbook
### Preflight
- Confirm the Collab Continuous Improvement Planner request scope, source evidence, and measurable success criteria before execution.
- Verify feature flag skill_0280_collab-continuous-improvement-pl, approval gates, and rollback owner before autonomous use.

### Execution
- Execute closed-loop prioritization with deterministic scoring and reproducible trace capture.
- Produce improvement roadmaps plus scorecard, assumptions, and unresolved-risk notes.

### Recovery
- Fail closed when required signals, evidence, or approval gates are missing.
- Rollback to the last stable baseline when posture is critical or validation fails.

### Handoff
- Publish improvement roadmaps, validation evidence, and telemetry links to downstream owners.
- Queue follow-up tasks for unresolved risks, threshold tuning, or approval review.

## Guardrails
- [quality] Require deterministic scoring and validation evidence before promotion.
- [reliability] Preserve retries, rollback controls, and failure-mode evidence for every run.
- [safety] Route critical posture or missing approval gates to human review before autonomous action.