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Agent contracts

Skill ishwarjha/lumen-product-management/skills/agent-contracts

Reference of all context slots, required vs optional declarations, and Evidence Quality standard.From its SKILL.md

Install
npx -y skills add ishwarjha/lumen-product-management --skill agent-contracts

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

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  • no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
  • 15 stars15 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

1.8 KB, 341 tokens by cl100k_base, as published. Nobody here has run it

This skill documents the context slots agents read and write, the Evidence Quality standard, and the protocol for Required vs Optional slots.

Key v2.2 additions (ensure these appear in your machine-readable slot table):

  • business_model_type (EventIQ confirms in W1 Step 1)
  • cohort_definition_method (EventIQ — how cohorts are defined)
  • evidence_quality (per-agent evidence rating)
  • outcome_tracking_id (DecideWell)
  • metric_formula_map, okr_conflict_flags (NorthStar)
  • network_effect_isolation_required (HypothesisLab)

Evidence Quality Standard (copy from Playbook §4): sample size, recency, source, completeness; overall = lowest rating across criteria.

Required vs Optional protocol:

  • Required: agent must block and state missing slots.
  • Optional: agent proceeds but states how missing slot would improve quality.

Canonical slot table (51 slots): schemas/context-slots.md. Update that file when adding or renaming slots; update this skill's count to match.

v2.3 additions (6 new slots added to align schema with agent outputs):

  • regulatory_jurisdiction — SetupGuide → DataLayer, NarrativeEngine
  • ranked_opportunity_list — DiscoveryOS → RoadMap, NorthStar
  • research_synthesis_report — DiscoveryOS → NarrativeEngine, OpsCommand
  • category_definition — NarrativeEngine → LaunchPad, OpsCommand
  • audience_messaging_matrix — NarrativeEngine → LaunchPad, OpsCommand
  • power_calculation — HypothesisLab → DecideWell, Orchestrator

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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