NeedRadar
Opportunity intelligence system of record
Governs public signals, structures recurring workflows, suppresses overlap, and publishes traceable opportunity briefs.
SYSTEM_OF_RECORDRUNTIME DEPENDENCY · NONE
One evidence trail. Five distinct project roles.
NeedRadar is the portfolio front door: it discovers and governs opportunities, then exports a reviewable handoff. Research methods evaluate the decision; products remain independent and keep their own runtime, data, and safety boundaries.
AI Skill Product Discovery
Opportunity validation method
Tests the general-AI substitute, critical-data gap, authoritative sources, narrow scope, and human gates before a build decision.
VALIDATION_METHODRUNTIME DEPENDENCY · NONE
Open repository ↗02 / 05
BillFit
Bounded reference implementation
Demonstrates how a selected decision moment becomes a deterministic, local-first AI skill with current official data and human-controlled actions.
REFERENCE_IMPLEMENTATIONRUNTIME DEPENDENCY · NONE
Open repository ↗03 / 05
From Feed to Agent
Evidence-handoff method input
Supplies origin-preserving evidence, claim-to-proof, verification-state, and consent patterns for the opportunity pipeline.
METHOD_INPUTRUNTIME DEPENDENCY · NONE
JobFlow
Governed workflow implementation
Applies evidence gates, private-data controls, explicit approvals, and user-only final actions to a high-risk job-application workflow.
APPLIES_PATTERNRUNTIME DEPENDENCY · NONE
Open repository ↗05 / 05
Move the decision object, not the source data.
Opportunity Handoff v1
Every published card can export its user, job, current workflow, AI path, human gates, counterevidence, unknowns, validation counts, and source references as read-only JSON.
Manual research decision
The handoff can prefill a discovery case, but it never creates an issue, selects an opportunity, or starts another product automatically.
Portfolio activity cannot prove its own market demand.
- Repository stars, forks, releases, and code quality remain distribution or engineering signals.
- Product issues may enter a separate first-party feedback layer, never the general public-demand count.
- Private resumes, accounts, customer records, and application state never enter the public handoff.
- A project is attached to a specific opportunity only after a human verifies semantic fit.