A repeatable Openclaw Skills workflow that validates early-stage concepts across technology, market, resources, and team readiness.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install opmc-concept-validation
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install opmc-concept-validation using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Concept Validation Center?
Concept Validation Center is an Openclaw Skills workflow for turning raw ideas into evidence-based go/no-go decisions. It evaluates whether a concept can work technically, whether the market can absorb it, and whether the required resources and team capabilities are realistically available.
Built around a six-dimensional framework and a TRL 1-4 rubric, Openclaw Skills helps teams move from intuition to structured validation. The result is a decision-ready report with maturity scoring, risk mapping, and next-step recommendations for technical exploration, startup screening, due diligence, and research commercialization.
Concept Validation Center Use Cases
- Validate a new technical concept before investing in prototyping or scale-up.
- Screen startup ideas during internal innovation review, incubator intake, or venture scouting.
- Run pre-investment due diligence on early-stage opportunities with limited operating history.
- Assess research commercialization and technology transfer readiness.
- Check whether the team, capital, partners, and timing are aligned with the concept.
- Produce a pilot-ready handoff package for concepts that pass Openclaw Skills validation.
How Concept Validation Center Works
- Ingest the concept package: project overview, technical solution, business model, team information, and resource needs.
- Define the validation scope and identify the critical questions that must be answered before the idea can progress.
- Evaluate the concept across six dimensions: technical feasibility, commercial feasibility, resource fit, team capability, risk profile, and final recommendation.
- Score the technical maturity using TRL 1-4 so the concept is anchored to a concrete readiness level.
- Synthesize evidence into one of three outcomes: pass, conditional pass, or fail, and explain the blockers or assumptions behind that verdict.
- Generate the final validation report and, if approved, assemble the downstream pilot handoff package for the next stage.
Concept Validation Center Setup
- Add the skill to your Openclaw Skills workspace or skill directory.
- Prepare the minimum input bundle: project overview, technical solution, business model, team info, and resource requirements.
- Add optional supporting evidence such as market research, IP notes, prototype data, cost estimates, partner commitments, and timeline assumptions.
- Invoke the skill with a clear decision goal: validate feasibility, request conditional approval, or reject the concept.
- Store the resulting report alongside the source materials so the validation trail stays auditable.
mkdir -p <openclaw-skills-dir>/concept-validation
cp SKILL.md <openclaw-skills-dir>/concept-validation/SKILL.md
Concept Validation Center Data Schema & Taxonomy
| Schema Area | Key Fields | Purpose |
|---|---|---|
| Input package | project_overview, technical_solution, business_model, team_info, resource_needs | Establishes the baseline context for validation |
| Technical assessment | trl_level, tech_path, bottlenecks, alternatives, ip_risk | Tests whether the concept can work in practice |
| Commercial assessment | market_need, market_size, revenue_model, CAC/LTV, competition, breakeven | Tests whether the market can support the idea |
| Resource fit | capital_need, funding_sources, core_capabilities, partners, timing | Tests whether the concept can be executed with available resources |
| Team evaluation | core_skills, gaps, execution_capacity, incentives | Tests whether the team can deliver the plan |
| Risk profile | technical_risk, market_risk, team_risk, funding_risk, mitigation | Consolidates blockers and response strategies |
| Output package | six_dimension_scores, conclusion, recommendations, risk_list, pilot_suggestion | Produces the decision-ready validation result |
Metadata taxonomy:
- verdict: pass / conditional pass / fail
- trl_level: 1-4
- evidence_status: observed / inferred / missing
- blocker: the main issue preventing progression
- next_action: the immediate follow-up recommendation
- handoff_ready: true / false
Generated artifacts in Openclaw Skills usage:
- Validation report
- Risk list or risk register
- Recommendation summary
- Pilot handoff package for approved concepts
Concept Validation Center Advanced Features
- Six-dimension validation framework that standardizes Openclaw Skills concept screening across technical, commercial, resource, team, and risk lenses.
- TRL 1-4 readiness gate for quickly separating speculative ideas from concepts with a defensible technical path.
- Conditional pass logic for borderline opportunities that need specific mitigation before moving forward.
- Risk portraiting with explicit technical, market, team, and funding response strategies.
- Upstream/downstream integration that accepts concept inputs from ideation workflows and outputs a pilot-ready handoff package.
- Lightweight, repeatable decision support for Openclaw Skills pipelines in startups, R&D teams, and pre-investment reviews.
SKILL.md
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