memory/knowledge-synthesis SKILL.md skillA
memory/knowledge-synthesis from frankxai/starlight-intelligence-system is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add frankxai/starlight-intelligence-system/memory/knowledge-synthesis@git:20260505.489390ePins git:20260505.489390e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- frankxai/starlight-intelligence-system
- Path
skills/memory/knowledge-synthesis/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260505.489390e, committed May 5, 2026
- First version recorded
- Feb 10, 2026
- Size
- 2,567 bytes
- Repository stars
- 10
- License
- MIT
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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 1. Identify all relevant knowledge sources 2. Retrieve from each source: - Vault entries (by relevance) - Active notes (by recency) - Transmission history (by channel) - External references (if available) 3. Organize by theme/topic 4. Identify overlaps (reinforcing knowledge) 5. Identify contradictions (conflicting knowledge) 6. Resolve contradictions using confidence scores and recency 7. Produce unified knowledge summary 8. Store synthesis result in appropriate vault ### Procedure 2: Cross-Domain Synthesis 1. Identify knowledge from different domains (technical + strategic + creative) …
Read the whole file at its exact version.
How to install
mdr add frankxai/starlight-intelligence-system/memory/knowledge-synthesis@sha256:abecea844c02114cThe line at the top of this page pins the label git:20260505.489390e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_6cunby6jebn2i7nw)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Feb 10, 2026 and May 5, 2026, about one every 84 days. Its first recorded version is graded C and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260505.489390e latest | 2026-05-05 | 489390e | 2,567 B | A | view · diff |
| git:20260210.4c6c1c0 | 2026-02-10 | 4c6c1c0 | 2,250 B | C | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2567 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
frankxai/starlight-intelligence-system · 10 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6cunby6jebn2i7nw GET https://markdownregistry.com/api/v1/resolve?ref=frankxai/starlight-intelligence-system/memory/knowledge-synthesis GET https://markdownregistry.com/api/v1/blob/abecea844c02114c592378cba5f92fe1ae4bce2a8d22fa8d5cbf6895049f05dc
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.