/knowledge
Answer questions using the solopreneur knowledge base. Loads the site index via llms.txt, finds relevant pages, fetches and synthesizes answers.
Source: rustman.org/llms.txt — full index of all published content.
How It Works
The knowledge base is a static site (rustman.org) with 60+ pages organized as:
- Posts — pillar articles (manifesto, STREAM framework, harness engineering, agent memory, context graphs, launch playbook)
- Wiki — compiled knowledge pages (concepts, summaries, catalogs)
- Projects — build-in-public case studies
- Skills — solo-factory executable skills documentation
- Stacks — technology stack templates
All content indexed in llms.txt — a machine-readable map with titles, URLs, and descriptions.
Steps
Load index — fetch https://rustman.org/llms.txt via WebFetch (or read from references/llms-snapshot.txt if offline)
Parse question from $ARGUMENTS:
- If empty: show available topics from the index
- If topic: find matching pages by keyword in titles/descriptions
Fetch relevant pages — for each match (max 3), fetch the full page:
WebFetch https://rustman.org/wiki/{slug}
Or read locally if in solopreneur repo:
Read wiki/{slug}.md
Synthesize answer — combine information from fetched pages:
- Answer the question directly
- Cite sources with links
- Note related pages for deeper reading
- If the answer contradicts or extends existing knowledge, note that
Suggest follow-up — based on wikilinks in the fetched pages, suggest related topics.
Usage Examples
/knowledge "how does harness engineering work?"
→ Fetches harness-engineering post + wiki summary, synthesizes key concepts
/knowledge "what's our approach to agent memory?"
→ Fetches agent-memory-architecture post + mempalace page, compares approaches
/knowledge "what stacks do we support?"
→ Lists all 9 stack templates with tech details
/knowledge "how to validate a startup idea?"
→ Fetches launch-playbook + SEED scoring + validation hub
Offline Mode
If WebFetch is unavailable, the skill falls back to:
- Local wiki files:
Grep "topic" wiki/ + Read wiki/{match}.md
- Snapshot in
references/llms-snapshot.txt
Key References
references/llms-snapshot.txt — cached copy of llms.txt (update with: curl -s https://rustman.org/llms.txt > references/llms-snapshot.txt)
Content Domains
| Domain |
Key Pages |
Depth |
| Philosophy |
Manifesto, STREAM framework, antifragile design |
Deep |
| Launch |
Launch playbook, SEED scoring, kill/iterate/scale |
Deep |
| Engineering |
SGR, dev principles, CLI-first, privacy architecture |
Deep |
| AI Agents |
Harness engineering, agent memory, context graphs, RAG patterns |
Very deep |
| Tools |
Agent toolkit landscape, benchmarks, LLM providers |
Catalog |
| Projects |
12 open source projects with case studies |
Medium |
| Skills |
30 solo-factory skills with full documentation |
Reference |
1---2name: solo-knowledge3description: Use when needing methodology reference, asking about principles, harness engineering, SGR, launch playbook, agent memory, decision frameworks, or any topic covered in the solopreneur knowledge base. Also use when the user asks "what do we know about X" or "how does our methodology handle X".4license: MIT5---67# /knowledge89Answer questions using the solopreneur knowledge base. Loads the site index via llms.txt, finds relevant pages, fetches and synthesizes answers.1011**Source:** [rustman.org/llms.txt](https://rustman.org/llms.txt) — full index of all published content.1213## How It Works1415The knowledge base is a static site (rustman.org) with 60+ pages organized as:16- **Posts** — pillar articles (manifesto, STREAM framework, harness engineering, agent memory, context graphs, launch playbook)17- **Wiki** — compiled knowledge pages (concepts, summaries, catalogs)18- **Projects** — build-in-public case studies19- **Skills** — solo-factory executable skills documentation20- **Stacks** — technology stack templates2122All content indexed in `llms.txt` — a machine-readable map with titles, URLs, and descriptions.2324## Steps25261. **Load index** — fetch `https://rustman.org/llms.txt` via WebFetch (or read from `references/llms-snapshot.txt` if offline)27282. **Parse question** from `$ARGUMENTS`:29 - If empty: show available topics from the index30 - If topic: find matching pages by keyword in titles/descriptions31323. **Fetch relevant pages** — for each match (max 3), fetch the full page:33 ```34 WebFetch https://rustman.org/wiki/{slug}35 ```36 Or read locally if in solopreneur repo:37 ```38 Read wiki/{slug}.md39 ```40414. **Synthesize answer** — combine information from fetched pages:42 - Answer the question directly43 - Cite sources with links44 - Note related pages for deeper reading45 - If the answer contradicts or extends existing knowledge, note that46475. **Suggest follow-up** — based on wikilinks in the fetched pages, suggest related topics.4849## Usage Examples5051```52/knowledge "how does harness engineering work?"53→ Fetches harness-engineering post + wiki summary, synthesizes key concepts5455/knowledge "what's our approach to agent memory?"56→ Fetches agent-memory-architecture post + mempalace page, compares approaches5758/knowledge "what stacks do we support?"59→ Lists all 9 stack templates with tech details6061/knowledge "how to validate a startup idea?"62→ Fetches launch-playbook + SEED scoring + validation hub63```6465## Offline Mode6667If WebFetch is unavailable, the skill falls back to:681. Local wiki files: `Grep "topic" wiki/` + `Read wiki/{match}.md`692. Snapshot in `references/llms-snapshot.txt`7071## Key References7273- `references/llms-snapshot.txt` — cached copy of llms.txt (update with: `curl -s https://rustman.org/llms.txt > references/llms-snapshot.txt`)7475## Content Domains7677| Domain | Key Pages | Depth |78|--------|----------|-------|79| **Philosophy** | Manifesto, STREAM framework, antifragile design | Deep |80| **Launch** | Launch playbook, SEED scoring, kill/iterate/scale | Deep |81| **Engineering** | SGR, dev principles, CLI-first, privacy architecture | Deep |82| **AI Agents** | Harness engineering, agent memory, context graphs, RAG patterns | Very deep |83| **Tools** | Agent toolkit landscape, benchmarks, LLM providers | Catalog |84| **Projects** | 12 open source projects with case studies | Medium |85| **Skills** | 30 solo-factory skills with full documentation | Reference |