synpulse8-opensourcesynpulse8-opensource/pulse8-ai-cortex-knowledge-vault/.cursor/skills/cortex/SKILL.md

cortex

Skill15 starsChanged 5 months agoApache-2.0View on GitHub

PULSE8.ai Cortex knowledge vault — architecture, MCP, QMD, graph, compiler, deploy. Use when working in this repo on vault, ingest, search, auth, feedback, or Docker.

Reads credentials

5 other projects use a version of this.

Adopted by

Most recently taken up by

Pixxle/skillstheir own version, first seen Nov 1, 2026
WynexLabs/cortextheir own version, first seen Oct 8, 2026
valsecchi75/project-scaffoldertheir own version, first seen Aug 3, 2026
sahilsaini432/claude_skillstheir own version, first seen May 22, 2026
ttaosci/cortextheir own version, first seen Apr 30, 2026

Other versions5 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 5
valsecchi75/project-scaffolder★ 9same name
ttaosci/cortex★ 2same name
Pixxle/skills★ 1same name
WynexLabs/cortex★ 1same name
sahilsaini432/claude_skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository10 other files it gives its agents.
- AGENTS.mdAGENTS.md
- cortex-apiSkill
- cortex-authSkill
- cortex-compilerSkill
- cortex-contributingSkill
- cortex-deploySkill
- cortex-feedbackSkill
- cortex-graph-searchSkill
- cortex-mcpSkill
- cortex-vaultSkill

The file

We split this skill into the rules it gives an agent

2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.

0
Common
Most of the 5 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.

Common
Distinctive
Very specific

Distinctive:
Read AGENTS.md for repo map and commands.
line 10
Distinctive:
Do not implement across modules without reading the relevant sub-skill.
line 64

“Common” is measured: kept by at least 6 in 10 of the 5 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.

Files

SKILL.md

PULSE8.ai Cortex (master)

Read AGENTS.md for repo map and commands. This skill routes you to the right sub-skill.

Architecture

MCP client (Cursor, Claude Desktop, …)
        │  MCP HTTP or stdio
        ▼
Cortex :8420  ── REST /api/v1/  +  MCP /mcp/
  │ AuthMiddleware (REST) / ApiKeyGuard or OIDC (MCP)
  │ GraphEngine + Compiler + VaultWatcher
  ▼
QMD :3100  (BM25 / hybrid search)
        ▼
Vault (bind-mounted)
  wiki/ raw/ agents/ sessions/ daily/ feedback/
  .cortex/  (graph.json, index.md, manifests, log.md)

Vault layout (high level)

Folder	Role
`wiki/`	Compiled knowledge articles
`raw/`	Unprocessed sources (PDF, txt, …)
`agents/`	Agent definitions
`sessions/`	Session notes
`daily/`	Daily notes
`feedback/`	User/agent feedback on vault quality
`.cortex/`	Graph JSON, index, ingest manifests, audit log

Intent router

Load one sub-skill before editing code in that area:

You want to…	Sub-skill
Run Docker, EC2, logs, `.env`	`cortex-deploy`
Note layout, frontmatter, paths	`cortex-vault`
MCP tools, Cursor MCP setup	`cortex-mcp`
REST API, curl	`cortex-api`
Ingest, compile, bulk pipeline	`cortex-compiler`
Graph, search, context window	`cortex-graph-search`
API key, Entra OIDC	`cortex-auth`
Feedback, Teams webhook	`cortex-feedback`
Change Python, tests, new tools	`cortex-contributing`

Audience

Operators: cortex-deploy, cortex-vault, cortex-mcp, cortex-compiler (run/ingest/debug).
Contributors: cortex-contributing plus the domain skill you are changing.

Rules

Do not implement across modules without reading the relevant sub-skill.
MCP handlers live in cortex/mcp/tools.py; REST in cortex/api/routes.py — keep parity when adding features.
Configuration: cortex/config.py (CORTEX_* env prefix).

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Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

Check your setup, free