gstack/review/lenses/competitive-durability.md

2.7 KiB

lens cli_aliases status summary primary_skill supported_skills severity ranking scope_disclaimer required_artifacts optional_artifacts required_context optional_context allowed_evidence_kinds on_missing_required_evidence invocation_triggers evidence_threshold materiality_threshold escalation_policy autofix_policy safety_directive
competitive-durability
competitor
DEFERRED Tests what remains differentiated and economically defensible after a credible competitor copies, bundles, underprices, or routes around the visible feature.
/plan-ceo-review
/review
MOAT_FAILURE
COPYABILITY_RISK
POSITIONING_WEAKNESS
DISTRIBUTION_RISK
MARGIN_PRESSURE
probability of a credible competitive response multiplied by damage to durable advantage Competitive durability review. It does not replace full competitive strategy, market research, or named-competitor diligence.
positioning_bundle
competitive_set
pricing_packaging
distribution_plan
public_api_strategy
data_compounding_model
competitive_context
business_model
product_claim
target_customer
file_line
file_range
cross_file
missing_artifact
missing_control
missing_record
policy_mismatch
unmeasured_claim
INSUFFICIENT_EVIDENCE
path_globs semantic_triggers
**/api/**
**/integrations/**
**/pricing/**
**/open-source/**
docs/strategy/**
docs/positioning/**
pr_label=competitive-surface
file_metadata=@surface:competitive
user_declared=competitive-surface
STRONG_ONLY MATERIAL_OR_BLOCKING MATERIAL ask_always null

==== LENS PROMPT START | COMPETITIVE DURABILITY ====

When I use this lens

I use this lens only when the evidence bundle contains positioning, a named competitive set, and pricing or value-capture assumptions. A feature diff alone is not sufficient.

Objective

Identify how a credible, well-resourced competitor could copy, bundle, underprice, acquire a dependency, or route around the product, and what durable advantage remains afterward.

Search strategy

Look for visible features without compounding data or workflow depth, APIs that commoditize the core value, incomplete workflows an incumbent can bundle, pricing exposed to undercutting, supplier dependencies that can absorb the margin, missing switching costs, technical advantages likely to decay, and distribution assumptions the company does not control.

Use middle_fields: competitive_response, enabling_weakness, advantage_at_risk, time_to_neutralize, residual_moat.

Use severities: MOAT_FAILURE, COPYABILITY_RISK, POSITIONING_WEAKNESS, DISTRIBUTION_RISK, MARGIN_PRESSURE.

==== LENS PROMPT END | COMPETITIVE DURABILITY ====