How TPS Report Works

Codify what you know into a reasoning-grade graph. Agents retrieve it, execute on it, and remember what they learn.

Structured & codified knowledge 100% online or Obsidian sync

Your agents' knowledge + memory substrate

TPS Report is not a note app or a chat wrapper. It's where you codify SOPs, how-tos, runbooks, and tutorials into one structure humans browse and agents execute on—and every run writes back what it learned, so the substrate compounds.

The workflow

Four steps from codified expertise to a substrate that remembers.

1

Codify knowledge

Structure expertise with taxonomy, links, and agent-oriented metadata—summary, hyde_questions, retrieval_hint, defers_to, canonical_for.

Online editor or Obsidian vault (optional)
2

Index into a graph

Scoped Graph RAG collections combine embeddings with codified graph signals and the Retrieval Contract—not a flat document dump.

Hybrid graph + vector scoring
3

Agents execute

Chat and agent workflows retrieve from your corpus—not the open web—with metadata-aware routing. Agents defer, skip, and land on canonical docs when it matters.

Grounded execution, every time
4

Agents remember

Every run writes back what it learned—reflexion notes and conversation memory persist. The substrate compounds; your agents get smarter as you use them.

Memory, not just retrieval

Built for structured knowledge, not document dumps

The Retrieval Contract

Every doc declares what it's for—and what it's not for. Reports carry summaries, HyDE questions, retrieval hints, and defer/canonical signals, enforced at authoring and at sync.

Reasoning-grade retrieval

Hybrid graph + vector: multi-hop traversal and centrality scoring, not just cosine similarity on chunks.

Reachable everywhere—plugins & MCP

Author online or in Obsidian via a bidirectional sync plugin. A native MCP server exposes your corpus as tools to any MCP agent—Claude, Cursor, whatever ships next.

Access control built in (RBAC)

Role-based access on every report, section, and page—for humans and agents alike. Readers see what their role allows; agent retrieval obeys the same rules. Monetize with a membership portal if you want—same RBAC, plus billing.

Getting started in 4 steps

From signup to grounded agent chat on your corpus

1

Create your workspace

Sign up free and open your TPS Report dashboard or sample reports.

2

Author or sync content

Write online or connect Obsidian with the TPS Report Sync plugin when vault workflows fit your team.

3

Publish & set access

Publish collections, choose public vs member-only on each report or page, and let the reader gate handle conversion.

4

Query with agents

Open chat or agent runs against your KB—not generic web search.

Ready to publish your knowledge base?

Codify once. Publish for humans and agents. Execute with metadata-aware retrieval.

Free tier with LLM credits Obsidian optional By Augmentable.ai