How do I install the Memory/knowledge Synthesis skill?

Run npx skillmds@latest add frankxai/memory-knowledge-synthesis in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Memory/knowledge Synthesis safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Memory/knowledge Synthesis?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Memory/knowledge Synthesis free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Memory/knowledge Synthesis?

frankxai (@frankxai) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Memory/knowledge Synthesis by frankxai

Name: Memory/knowledge Synthesis
Author: frankxai

Memory/knowledge Synthesis

Use when combining knowledge from vaults, notes, transmissions, and external sources into coherent unified understanding — creates new knowledge from the intersection of existing knowledge. Default skill for Starlight Sage and Starlight Prime.

frankxai 2a294e3 2.5 KB Updated Sep 17, 2026

File contents

Knowledge Synthesis

"The whole is greater than the sum of its parts."

When This Skill Activates

Combining knowledge from multiple sources into unified understanding
Keywords: "synthesize", "combine", "merge", "integrate", "unify"
Default for: Starlight Sage, Starlight Prime

What This Skill Does

Combines knowledge from vaults, notes, transmissions, and external sources into coherent, unified understanding. Creates new knowledge from the intersection of existing knowledge.

Procedures

Procedure 1: Multi-Source Synthesis

Identify all relevant knowledge sources
Retrieve from each source:
- Vault entries (by relevance)
- Active notes (by recency)
- Transmission history (by channel)
- External references (if available)
Organize by theme/topic
Identify overlaps (reinforcing knowledge)
Identify contradictions (conflicting knowledge)
Resolve contradictions using confidence scores and recency
Produce unified knowledge summary
Store synthesis result in appropriate vault

Procedure 2: Cross-Domain Synthesis

Identify knowledge from different domains (technical + strategic + creative)
Find unexpected connections between domains
Apply analogical reasoning (patterns from one domain applied to another)
Generate novel insights from cross-pollination
Validate insights against domain-specific knowledge
Store valuable cross-domain insights in Wisdom Vault

Procedure 3: Temporal Synthesis

Retrieve knowledge entries across time periods
Identify how understanding has evolved
Track which early assumptions proved correct/incorrect
Extract lessons about the evolution process itself
Project forward based on observed trajectory
Store temporal insights in Wisdom Vault

Integration Points

Vault: All vaults (reads from all, writes synthesis to appropriate vault)
Agents: Sage (primary), Prime (council synthesis), Weaver (creative synthesis)
Notes: Creates Insight Notes from synthesis discoveries

Quality Criteria

Were all relevant sources consulted?
Were contradictions resolved, not ignored?
Did the synthesis produce new understanding (not just aggregation)?
Is the synthesis stored for future use?

---name: memory-knowledge-synthesisdescription: Use when combining knowledge from vaults, notes, transmissions, and external sources into coherent unified understanding — creates new knowledge from the intersection of existing knowledge. Default skill for Starlight Sage and Starlight Prime.---# Knowledge Synthesis> *"The whole is greater than the sum of its parts."*## When This Skill Activates- Combining knowledge from multiple sources into unified understanding- Keywords: "synthesize", "combine", "merge", "integrate", "unify"- Default for: Starlight Sage, Starlight Prime## What This Skill DoesCombines knowledge from vaults, notes, transmissions, and external sources into coherent, unified understanding. Creates new knowledge from the intersection of existing knowledge.## Procedures### Procedure 1: Multi-Source Synthesis1. Identify all relevant knowledge sources2. Retrieve from each source: - Vault entries (by relevance) - Active notes (by recency) - Transmission history (by channel) - External references (if available)3. Organize by theme/topic4. Identify overlaps (reinforcing knowledge)5. Identify contradictions (conflicting knowledge)6. Resolve contradictions using confidence scores and recency7. Produce unified knowledge summary8. Store synthesis result in appropriate vault### Procedure 2: Cross-Domain Synthesis1. Identify knowledge from different domains (technical + strategic + creative)2. Find unexpected connections between domains3. Apply analogical reasoning (patterns from one domain applied to another)4. Generate novel insights from cross-pollination5. Validate insights against domain-specific knowledge6. Store valuable cross-domain insights in Wisdom Vault### Procedure 3: Temporal Synthesis1. Retrieve knowledge entries across time periods2. Identify how understanding has evolved3. Track which early assumptions proved correct/incorrect4. Extract lessons about the evolution process itself5. Project forward based on observed trajectory6. Store temporal insights in Wisdom Vault## Integration Points- **Vault:** All vaults (reads from all, writes synthesis to appropriate vault)- **Agents:** Sage (primary), Prime (council synthesis), Weaver (creative synthesis)- **Notes:** Creates Insight Notes from synthesis discoveries## Quality Criteria- Were all relevant sources consulted?- Were contradictions resolved, not ignored?- Did the synthesis produce new understanding (not just aggregation)?- Is the synthesis stored for future use?

Frequently asked questions