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Discovery Facilitator

  • 2 repo stars
  • Updated August 4, 2026
  • boykush/livt

Transcribe and review collaborative discovery sessions (BDD, User Story Mapping) into structured YAML artifacts with expert validation.

About

Plugin for post-collaboration discovery workflows that transcribes boards, reviews structure with expert agents, and reconciles outcomes against implementations. Provides five skills (transcriber, reviewer, committer, reconciler, updater) that manage the full lifecycle from raw discovery to continuous refinement.

  • Three-step pipeline: transcribe baseline, expert review, reconcile against implementation
  • Expert agent-backed review and fine-grained update PRs for rule changes

Discovery Facilitator by the numbers

  • Data as of Aug 5, 2026 (Skillselion catalog sync)
/plugin marketplace add boykush/livt
/plugin install discovery-facilitator@livt-claude-code-plugins

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repo stars2
Last updatedAugust 4, 2026
Repositoryboykush/livt

What it does

Transcribe and review collaborative discovery sessions (BDD, User Story Mapping) into structured YAML artifacts with expert validation.

README.md

Discovery Facilitator Plugin

Skills and expert agents for turning collaborative discovery sessions — BDD Example Mapping and User Story Mapping — into reviewed, reconciled artifacts.

Overview

Live facilitation happens with people on a board (Miro, sticky notes). This plugin handles the post-collaboration workflow: writing the board out and refining it through a three-step pipeline, where every step is a skill.

Transcribe ──▶ Review ──▶ Reconcile
  (skill)     (skill +     (skill)
            expert agent)
  1. Transcribe — write the agreed board out to YAML faithfully, committed with no review as the diff baseline.
  2. Review — brush up the structure and ship it as a reviewable PR diff on top of the baseline, backed by an expert agent. The review's value is exactly that diff.
  3. Reconcile — diff the result against the current implementation to surface gaps and omissions.

Between the map and per-story discovery sits a bridge: when a story candidate on a reviewed User Story Map is ready for detailed discovery, the Commit skill promotes it into the stories/ registry — creating its story file and stamping the key back onto the map — so its Example Mapping can begin.

The pipeline runs once per session, but the mapping keeps living afterwards: when a business rule is changed or added in ongoing work, the Update skill folds that change in as a fine-grained PR — one rule-level change per PR — instead of re-running the review.

Skills

Transcribe

  • /usm-transcriber — transcribe a completed User Story Mapping board into discoveries/usm/{map-name}.yaml. Faithfully captures the backbone (activities, steps) and story cards in board order, committed as the review-free baseline.
  • /example-mapping-transcriber — transcribe a completed Example Mapping board into discoveries/example-mappings/{story-key}.yaml. Faithfully captures rules, examples, and questions, committed as the review-free baseline.

Review

  • /usm-reviewer — brush up a transcribed story-map baseline (backbone narrative, granularity, story framing) and ship it as a reviewable PR diff, consulting usm-expert.
  • /example-mapping-reviewer — brush up a transcribed example-mapping baseline (rule/example clarity, naming, grouping) and ship it as a reviewable PR diff, consulting bdd-expert.

Commit

  • /story-committer — commit a story candidate from a User Story Map into the story registry: create stories/{story-key}.md and write the key back to the matching candidate in the map. The bridge from the map to per-story detailed discovery — run it when a candidate is ready to move from the story map into its own Example Mapping.

Reconcile

  • /example-mapping-reconciler — reconcile a reviewed example mapping against the current implementation. Diffs rules/examples/questions against what the code actually does and surfaces contradictions, missing implementations, and omissions in the collaboration outcome. The implementation's location is specified by the user.

Update

  • /example-mapping-updater — fold a rule change or addition from ongoing work into an existing example mapping and ship it as a fine-grained PR, one rule-level change per PR. The right skill when "a rule changed" or "a rule was added" — the reviewer never changes agreed meaning.

Agents

The expert agents are the knowledge backend the review skills consult; they can also be used standalone for ad-hoc consulting.

usm-expert

Expert consultant grounded in Jeff Patton's User Story Mapping methodology — narrative flow, backbone structure, release slicing, and story scope.

bdd-expert

Expert in Behaviour-Driven Development processes (Discovery, Formulation, Automation), Example Mapping, and Gherkin syntax.

Install

/plugin install discovery-facilitator@boykush/livt

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