TOOLCHAIN / REUSABLE SERVICE

Opportunity research & evaluation

Develop and compare company ideas using captured research, explicit evidence, hard gates, economics and portfolio decisions.

Inspected reusable source · host qualification separate

Deterministic screening and local prompt/export tooling are implemented. Automated research, model-driven generation, demand experiments and company launch are separately specified or host-owned; no autonomous company factory is claimed live.

CONNECTED ACROSS LSSM

From intent to governed execution.

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10 entries · 29 recorded relationships

Neighborhood depth

Toolchain & agents

Opportunity research & evaluation

Develop and compare company ideas using captured research, explicit evidence, hard gates, economics and portfolio decisions.

toolchain:opportunity-discovery

Open product page ↗

A recorded relationship does not grant data access.

recorded relationships

All recorded relationships

←
Within this shared foundation
Declared architecture
Evidence
service-foundation:foundation:brainos>toolchain:opportunity-discovery
service-foundation
Direction: foundation:brainos → toolchain:opportunity-discovery
1. toolchain-taxonomy-v20
2. user-foundations-2026-10-28
→
Adjacent lifecycle role
Editorial relationship
Evidence
service-adjacent:toolchain:opportunity-discovery>toolchain:builder-authoring
service-adjacent
Direction: toolchain:opportunity-discovery → toolchain:builder-authoring
1. toolchain-taxonomy-v20
→
Related product work
Editorial relationship
Evidence
service-adjacent:toolchain:opportunity-discovery>brand:companyos
service-adjacent
Direction: toolchain:opportunity-discovery → brand:companyos
1. toolchain-taxonomy-v20
2. service-source:v20-opportunity-runtime
3. service-source:v20-opportunity-runner
4. service-source:v20-opportunity-direction
←
Within this shared foundation
Declared architecture
Evidence
service-foundation:foundation:contractspec>toolchain:opportunity-discovery
service-foundation
Direction: foundation:contractspec → toolchain:opportunity-discovery
1. toolchain-taxonomy-v20
2. user-foundations-2026-10-28
→
Inspected reusable implementation
Inspected source
Evidence
service-source:toolchain:opportunity-discovery>source:contractspec
service-source
Direction: toolchain:opportunity-discovery → source:contractspec
1. service-source:v20-opportunity-runtime
2. service-source:v20-opportunity-runner
3. service-source:v20-opportunity-direction
→
Related product work
Editorial relationship
Evidence
service-adjacent:toolchain:opportunity-discovery>brand:gtm-learning
service-adjacent
Direction: toolchain:opportunity-discovery → brand:gtm-learning
1. toolchain-taxonomy-v20
2. service-source:v20-opportunity-runtime
3. service-source:v20-opportunity-runner
4. service-source:v20-opportunity-direction
←
Supported by this specification
Editorial relationship
Evidence
specification-support:specification:opportunity>toolchain:opportunity-discovery
specification-support
Direction: specification:opportunity → toolchain:opportunity-discovery
Runtime import not verified
1. specialized-specification:opportunity
←
Governed toolchain work
Editorial relationship
Evidence
service-adjacent:toolchain:governance-control>toolchain:opportunity-discovery
service-adjacent
Direction: toolchain:governance-control → toolchain:opportunity-discovery
1. toolchain-taxonomy-v20
→
Related product work
Editorial relationship
Evidence
service-adjacent:toolchain:opportunity-discovery>brand:tendframe
service-adjacent
Direction: toolchain:opportunity-discovery → brand:tendframe
1. toolchain-taxonomy-v20
2. service-source:v20-opportunity-runtime
3. service-source:v20-opportunity-runner
4. service-source:v20-opportunity-direction

Accessible entry list (10)

Products & experiences
Products & experiences
Products & experiences
Shared foundations
Shared foundations
Inspected sources
Toolchain & agents
Toolchain & agents
Toolchain & agents
Specialized specifications

Capabilities

AI company orchestration ↗Supports this work
An editorial capability connection. Exact implementation scope and host requirements are stated in the role boundary.
Growth experimentation ↗Supports this work
An editorial capability connection. Exact implementation scope and host requirements are stated in the role boundary.
Product management ↗Supports this work
An editorial capability connection. Exact implementation scope and host requirements are stated in the role boundary.
Founder intelligence ↗Supports this work
An editorial capability connection. Exact implementation scope and host requirements are stated in the role boundary.

Problem areas

Business operations ↗Useful in this area
Problem-based navigation for an explicitly scoped role.
Data, research & intelligence ↗Useful in this area
Problem-based navigation for an explicitly scoped role.
Founder decisions & capacity ↗Useful in this area
Problem-based navigation for an explicitly scoped role.

Related services and proposed uses

CompanyOS ↗Related product work
Relevant product context. No deployed integration, data-sharing grant or fully autonomous execution chain is asserted.
Tendframe ↗Related product work
Relevant product context. No deployed integration, data-sharing grant or fully autonomous execution chain is asserted.
GTM Learning Loop ↗Related product work
Relevant product context. No deployed integration, data-sharing grant or fully autonomous execution chain is asserted.
Builder & product delivery ↗Adjacent lifecycle role
Editorial lifecycle navigation; each handoff, provider and execution authority requires its own qualification.
Policy, review & governance ↗Governed toolchain work
Shared governance context. This graph link is not an execution permit or evidence of a live binding.

Shared foundations & holding scope

ContractSpec ↗Shared ecosystem foundation
Declared shared foundation scope. Source ownership is shown separately; this is not a measured runtime import.
BrainOS ↗Shared ecosystem foundation
Declared shared foundation scope. Source ownership is shown separately; this is not a measured runtime import.

Specialized specifications

Opportunity specs ↗Source-mapped contract scope
Pinned package purpose and reviewed source map associate this contract surface with the target. This relationship is not a manifest dependency or proof of product runtime adoption.

Within LSSM

LSSM ↗Owned by LSSM
Founder-confirmed ecosystem ownership. This records the stated organizational structure, not a company-register verification or ownership of an external provider.

Groups using this responsibility

Company & owner assistance ↗Service context for this group
Derived through explicit member products, selected capabilities or their recorded source paths. The source edge chain preserves implemented, proposed and editorial scopes; the group link adds navigation, not runtime integration.
Communication & market learning ↗Service context for this group
Derived through explicit member products, selected capabilities or their recorded source paths. The source edge chain preserves implemented, proposed and editorial scopes; the group link adds navigation, not runtime integration.
Founder intelligence ↗Service context for this group
Derived through explicit member products, selected capabilities or their recorded source paths. The source edge chain preserves implemented, proposed and editorial scopes; the group link adds navigation, not runtime integration.
Company decisions & learning ↗Service context for this group
Derived through explicit member products, selected capabilities or their recorded source paths. The source edge chain preserves implemented, proposed and editorial scopes; the group link adds navigation, not runtime integration.
Market experiments ↗Service context for this group
Derived through explicit member products, selected capabilities or their recorded source paths. The source edge chain preserves implemented, proposed and editorial scopes; the group link adds navigation, not runtime integration.
Experience & personal learning ↗Service context for this group
Derived through explicit member products, selected capabilities or their recorded source paths. The source edge chain preserves implemented, proposed and editorial scopes; the group link adds navigation, not runtime integration.
Contracts & application foundations ↗Service context for this group
Derived through explicit member products, selected capabilities or their recorded source paths. The source edge chain preserves implemented, proposed and editorial scopes; the group link adds navigation, not runtime integration.
Product discovery & decisions ↗Service context for this group
Derived through explicit member products, selected capabilities or their recorded source paths. The source edge chain preserves implemented, proposed and editorial scopes; the group link adds navigation, not runtime integration.
Planning & delivery ↗Service context for this group
Derived through explicit member products, selected capabilities or their recorded source paths. The source edge chain preserves implemented, proposed and editorial scopes; the group link adds navigation, not runtime integration.
Feedback & outcome checks ↗Service context for this group
Derived through explicit member products, selected capabilities or their recorded source paths. The source edge chain preserves implemented, proposed and editorial scopes; the group link adds navigation, not runtime integration.
Product work & delivery ↗Service context for this group
Derived through explicit member products, selected capabilities or their recorded source paths. The source edge chain preserves implemented, proposed and editorial scopes; the group link adds navigation, not runtime integration.
Product feedback & learning ↗Service context for this group
Derived through explicit member products, selected capabilities or their recorded source paths. The source edge chain preserves implemented, proposed and editorial scopes; the group link adds navigation, not runtime integration.

INSPECTED IMPLEMENTATION

The source behind this role.

Repository evidence identifies the implementation and its scope. Deployment and host qualification are separate.

packages/domains/opportunity/runtime/README.md ↗
Deterministic opportunity gates, scoring, simulation, portfolio ranking and economics over supplied evidence.
Does not fetch research, call models, create CompanyOS/Builder workflows, contact customers or execute production actions.
scripts/opportunity-wave.ts ↗
Local CLI emits prompts and validates, screens and exports captured opportunity waves.
The implemented commands are prompt, validate, screen and export; the runner never executes experiments or automatic company creation.
specs/autonomous-company-opportunity-specs/README.md ↗
Spec pack describes a research-to-company selection loop with idea generation, evidence, budgets and validation.
Product direction and prompt packs are not proof that autonomous research, launch or continuous company operation are deployed.

Other services in this layer.

Toolchain & agents

Builder & product delivery

Turn product intent and source material into blueprints, implementation plans, controlled candidate changes and handoff evidence.

Inspected reusable source · host qualification separateExplore the service role ↗

Toolchain & agents

Agents & coordinated execution

Compose agent sessions, tools, worker fleets and execution lanes with bounded delegation, checkpoints and evidence.

Inspected reusable source · host qualification separateExplore the service role ↗

Toolchain & agents

Verification, testing & evaluation

Evaluate software and agent candidates with controlled harnesses, quality plans, graders, replay artifacts and explicit release evidence.

Inspected reusable source · host qualification separateExplore the service role ↗

Toolchain & agents

CI, release & progressive delivery

Execute reviewed quality plans, collect build evidence, coordinate release checkpoints and support bounded rollout and rollback.

Inspected reusable source · host qualification separateExplore the service role ↗

Toolchain & agents

Runtime operations & recovery

Plan and execute qualified infrastructure changes, observe drift and retain exact receipts for reconciliation, recovery and rollback.

Inspected reusable source · host qualification separateExplore the service role ↗

Toolchain & agents

Governed improvement & self-healing

Turn operational signals into scoped candidates, independent evaluations, controlled canaries, observed promotion and recoverable rollback.

Inspected reusable source · host qualification separateExplore the service role ↗

Toolchain & agents

Policy, review & governance

Bind decisions, reviews, approvals, constraints and audit evidence to the exact proposed work and current scope.

Inspected reusable source · host qualification separateExplore the service role ↗

Toolchain & agents

Adaptive product surfaces

Compose product-owned marketing and application experiences from shared design packs, surface contracts, role-aware layouts and bounded personalization.

Inspected reusable source · host qualification separateExplore the service role ↗

Toolchain & agents

App submission readiness

ReviewReady audits supplied mobile-store evidence into reviewable readiness findings and rejection-response preparation.

Inspected reusable source · host qualification separateExplore the service role ↗

Opportunity research & evaluation

From intent to governed execution.

Capabilities

Problem areas

Related services and proposed uses

Shared foundations & holding scope

Specialized specifications

Within LSSM

Groups using this responsibility

The source behind this role.

Other services in this layer.

Builder & product delivery

Agents & coordinated execution

Verification, testing & evaluation

CI, release & progressive delivery

Runtime operations & recovery

Governed improvement & self-healing

Policy, review & governance

Adaptive product surfaces

App submission readiness

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