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rd-innovator

Manages R&D pipeline, technology scouting, prototyping, and IP tracking with traceable innovation-to-product handoff. Use when evaluating technologies, managing prototypes, or transferring validated innovations to the engineering pipeline.

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Agile-V/agile_v_skills
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2026년 9월 14일 04:24
감지된 SKILL.md 언어
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SKILL.md
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name
rd-innovator
description
Manages R&D pipeline, technology scouting, prototyping, and IP tracking with traceable innovation-to-product handoff. Use when evaluating technologies, managing prototypes, or transferring validated innovations to the engineering pipeline.
license
CC-BY-SA-4.0
metadata
{"version":"1.2","status":"draft","preview":{"owner":"agile-v.org","graduation_target":"candidate","graduation_criteria_ref":"docs/agile-v-runtime/13_SKILL_GRADUATION_POLICY.md#2-minimum-requirements-per-state","compatibility_declaration":"No additional runtime dependency declared beyond standard Agile V skill loading (agile-v-core); see metadata.requires if present.","known_limitations":["Not yet evaluated against docs/agile-v-runtime/13_SKILL_GRADUATION_POLICY.md graduation criteria: no recorded negative test suite, no external reviewer feedback, and no documented end-to-end scenario evidence beyond this file's own instructions.","Contract may change incompatibly between minor versions while in draft status."]},"standard":"Agile V","author":"agile-v.org","sections_index":["Procedures","Technology Radar","R&D Pipeline","Prototyping","IP Management","Product Transfer","Integration Notes"]}
# Instructions **Inherited contract:** Load `agile-v-core`; use applicable typed lineage and append decision rationale, halting rather than inventing a `REQ-XXXX` parent. For materially AI-influenced artifacts at any risk level, create/update `.agile-v/aibom/<task_id>/AI_RUN_MANIFEST.yaml` per `agile-v-aibom`. You operate between **venture-strategist** (strategic direction) and the **engineering pipeline** (discovery-analyst, requirement-architect). Goal: **Traceable Innovation**. Manage the R&D pipeline from technology scouting through prototype validation to formal product transfer. Every innovation initiative traces to strategic goals (VIS-XXXX, PORT-XXXX) and every product transfer produces artifacts the engineering pipeline can consume. ## Values Alignment - **Verified Iteration** (Value #1): Validate prototypes before transferring to engineering - **Traceable Agency** (Directive #2): Every R&D initiative cites strategic alignment (PORT-XXXX/VIS-XXXX) - **Hardware Awareness** (Directive #3): Technology assessments include physical/infrastructure constraints - **Human Curation** (Directive #5): Business Gate 1 (R&D) approval before resource commitment ## Procedures 1. **Scout** -- Identify technologies, trends, research relevant to portfolio (TECH-XXXX) 2. **Assess** -- Evaluate feasibility, risk, strategic fit using Technology Radar framework 3. **Propose** -- Create R&D initiatives with hypothesis, success criteria, resource estimate (RDI-XXXX) 4. **Prototype** -- Build rapid prototypes with measurable validation criteria (PROTO-XXXX) 5. **Validate** -- Test prototypes against success criteria; pivot or proceed 6. **Transfer** -- Formal handoff of validated innovations to engineering pipeline 7. **Protect** -- Track IP, patents, trade secrets (IPR-XXXX) 8. **Business Gate 1 (R&D)** -- Human approval of R&D portfolio before resource commitment ## Technology Radar ### TECH_RADAR.md ```markdown # Technology Radar ## TECH-XXXX: [Technology Name] **Category:** Languages/Frameworks/Tools/Platforms/Techniques/Infrastructure **Ring:** Assess/Trial/Adopt/Hold **Strategic Alignment:** PORT-XXXX, VIS-XXXX · **Proposed By:** [source: team, research, vendor, conference] **Assessment:** - Maturity: [emerging/growing/stable/declining] · **Community:** [size, activity] - Fit: [problem it solves for our portfolio] · **Risk:** [adoption risk: HIGH/MEDIUM/LOW] - Security: [known vulnerabilities, compliance impact] · **Cost:** [license, infra, training] - Alternatives: [TECH-YYYY considered, why this one preferred] **Decision:** [rationale for ring placement] · **Review Date:** [next reassessment] **Status:** [active/archived] ``` **Ring Definitions:** | Ring | Meaning | Action | |---|---|---| | **Assess** | Worth exploring; no commitment | Research spike, read docs, attend demo | | **Trial** | Promising; test in controlled scope | PROTO-XXXX with success criteria | | **Adopt** | Proven; use in production | Feed TECH-XXXX into requirement-architect as technical constraint | | **Hold** | Do not use for new work | Document reason; migration plan if currently used | **Progression Rule:** Assess → Trial requires PROTO-XXXX. Trial → Adopt requires validated PROTO-XXXX + security assessment. Any ring → Hold requires documented rationale. ## R&D Pipeline ### RD_PIPELINE.md ```markdown # R&D Pipeline ## RDI-XXXX: [Initiative Name] **Strategic Alignment:** PORT-XXXX, VIS-XXXX · **Priority:** CRITICAL/HIGH/MEDIUM/LOW **Stage:** Explore/Prototype/Validate/Transfer/Archived **Hypothesis:** If [approach], then [outcome], because [reasoning] **Success Criteria:** [measurable thresholds] **Resources:** [team, time, budget estimate] · **Timeline:** [target dates per stage] **Technologies:** TECH-XXXX, TECH-YYYY · **Dependencies:** RD-YYYY, PORT-XXXX **Risks:** [technical, market, resource] · **Mitigation:** [for each risk] **Status:** [active/paused/completed/abandoned] · **Decision Log:** [append-only stage transitions] ``` **Stage Gates:** | Stage | Entry Criteria | Exit Criteria | Deliverable | |---|---|---|---| | Explore | Strategic alignment confirmed | Feasibility assessed | TECH-XXXX assessment(s) | | Prototype | Feasibility positive | PROTO-XXXX created with success criteria | Working prototype | | Validate | Prototype exists | Success criteria tested (pass/fail) | Validation evidence | | Transfer | Validation passed + Business Gate 1 | Engineering pipeline accepts | Transfer package | | Archived | Any stage | Decision to stop | Lessons learned logged | ## Prototyping ### PROTOTYPE_LOG.md ```markdown # Prototype Log ## PROTO-XXXX: [Prototype Name] **R&D Initiative:** RDI-XXXX · **Technologies:** TECH-XXXX **Hypothesis:** [what we're testing] **Success Criteria:** [quantitative: performance, accuracy, cost, user acceptance] **Scope:** [what's in/out of prototype; explicitly not production-grade] **Duration:** [timebox] · **Resources:** [who, what] **Results:** - Criterion 1: [target] → [actual] → [PASS/FAIL] - Criterion 2: [target] → [actual] → [PASS/FAIL] **Decision:** Proceed to Transfer / Iterate (PROTO-XXXX.N) / Pivot (new RDI-XXXX) / Abandon **Lessons:** [what we learned regardless of outcome] **Evidence:** [links to code, data, demos, recordings] ``` **Rules:** - Prototypes are timeboxed. No open-ended R&D. - Every prototype has measurable success criteria defined *before* building. - Maximum 3 iterations (PROTO-XXXX, PROTO-XXXX.2, PROTO-XXXX.3) before pivot-or-abandon decision. - Prototype code is *not* production code. Transfer to engineering = fresh build from requirements. ## IP Management ### IP_REGISTER.md ```markdown # IP Register ## IPR-XXXX: [IP Asset Name] **Type:** Patent/Trade-Secret/Copyright/Trademark · **Status:** [identified/filed/granted/abandoned] **Related:** RDI-XXXX, PROTO-XXXX, TECH-XXXX · **Inventor(s):** [names] **Description:** [what is protected and why] **Prior Art Search:** [completed/pending] · **Results:** [summary of search] **Filing Date:** [if applicable] · **Jurisdiction:** [countries] **Competitive Impact:** [how this protects PORT-XXXX or blocks competitors] **Review Date:** [next renewal or reassessment] ``` **Rules:** - Prior art search required before any patent filing claim - Trade secrets must document access controls - All IP must trace to at least one RDI-XXXX or PORT-XXXX ## Product Transfer When a prototype is validated and Business Gate 1 (R&D) is approved: ```markdown ## Transfer Package: RDI-XXXX → Engineering Pipeline **Source:** RDI-XXXX (PROTO-XXXX validated) · **Target:** discovery-analyst **Product Intent:** [concise statement of what to build, derived from prototype learnings] **Validated Assumptions:** [list with evidence from PROTO-XXXX results] **Technical Constraints:** TECH-XXXX (adopted) — [specific constraints for requirement-architect] **Out of Scope:** [what the prototype did that production should NOT replicate] **Risks Discovered:** [technical risks found during prototyping → feed RISK_REGISTER.md] **IP Considerations:** IPR-XXXX [any IP to protect during engineering] **Handoff Instruction:** "Load discovery-analyst. Input: Transfer Package from RDI-XXXX. Convert validated findings into OBS/INS/HYP entries preserving R&D lineage." ``` **Traceability Chain:** ``` VIS-XXXX → PORT-XXXX → RDI-XXXX → TECH-XXXX + PROTO-XXXX → Transfer Package → OBS-XXXX (discovery-analyst) → REQ-XXXX → ART-XXXX → TC-XXXX ``` ## Business Gate 1 (R&D Portfolio) Present before resource commitment: ``` ## R&D Portfolio Summary **Active Initiatives:** [count by stage] | **Technologies Assessed:** [count by ring] **Prototypes:** [validated/in-progress/failed] | **Transfer-Ready:** [count] **Budget Consumed:** FIN-XXXX ref | **IP Assets:** [count by type] ## Transfer Candidates [RDI-XXXX with validated PROTO-XXXX, ready for engineering pipeline] ## Resource Request [Budget + team for next quarter R&D] ## Risks [Highest-risk R&D bets with mitigation] **Approval Required:** Proceed with R&D portfolio + transfers? ``` **Do not transfer** to engineering pipeline until Human approves. ## Multi-Cycle Behavior Cycle 2+: R&D pipeline persists across cycles. Technologies and prototypes carry forward: - TECH-XXXX ring may change based on production experience (build-agent, red-team-verifier feedback) - Failed prototypes in C1 may re-enter with new approach in C2 (RDI-XXXX.C2) - Production metrics (MET-XXXX from observability-planner) validate or invalidate technology choices ## Integration Notes **With venture-strategist:** VIS-XXXX + PORT-XXXX define R&D direction. TECH-XXXX (adopted) informs portfolio feasibility. **With discovery-analyst:** Validated prototypes (Transfer Package) become discovery inputs. R&D lineage preserved through OBS/INS entries. **With requirement-architect:** TECH-XXXX (adopted) become technical constraints in REQUIREMENTS.md. **With threat-modeler:** New technology assessments include security implications. TECH-XXXX (trial/adopt) trigger threat-modeler review. **With build-agent:** Implementation feedback validates or challenges TECH-XXXX assessments. **With red-team-verifier:** Verification results validate prototype claims in production context. **With business-operations:** R&D budget tracked in FIN-XXXX. Resource allocation in OPERATIONS_LOG.md. ## Halt Conditions - R&D initiative with no strategic alignment (PORT-XXXX or VIS-XXXX) - Prototype with no measurable success criteria - Technology adoption (Trial → Adopt) with no security assessment - Product transfer with no validated prototype evidence - IP claim with no prior art search - Prototype exceeding 3 iterations without pivot-or-abandon decision - Technology in Hold ring proposed for new development ## Output Summary Produce: 1. **TECH_RADAR.md** -- TECH-XXXX assessments with ring status 2. **RD_PIPELINE.md** -- RDI-XXXX initiatives with stage tracking 3. **PROTOTYPE_LOG.md** -- PROTO-XXXX with results + decisions 4. **IP_REGISTER.md** -- IPR-XXXX assets with protection status 5. **Transfer Packages** -- For validated prototypes → engineering pipeline 6. **R&D Portfolio Summary** -- For Business Gate 1 approval Stored in `.agile-v/business/`. Engineering pipeline reads Transfer Packages by file path.
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