leo: self-directed research architecture + Clay network #110
2 changed files with 62 additions and 12 deletions
21
agents/rio/network.json
Normal file
21
agents/rio/network.json
Normal file
|
|
@ -0,0 +1,21 @@
|
||||||
|
{
|
||||||
|
"agent": "rio",
|
||||||
|
"domain": "internet-finance",
|
||||||
|
"accounts": [
|
||||||
|
{"username": "metaproph3t", "tier": "core", "why": "MetaDAO founder, primary futarchy source."},
|
||||||
|
{"username": "MetaDAOProject", "tier": "core", "why": "Official MetaDAO account."},
|
||||||
|
{"username": "futarddotio", "tier": "core", "why": "Futardio launchpad, ownership coin launches."},
|
||||||
|
{"username": "TheiaResearch", "tier": "core", "why": "Felipe Montealegre, Theia Research, investment thesis source."},
|
||||||
|
{"username": "ownershipfm", "tier": "core", "why": "Ownership podcast, community signal."},
|
||||||
|
{"username": "PineAnalytics", "tier": "core", "why": "MetaDAO ecosystem analytics."},
|
||||||
|
{"username": "ranger_finance", "tier": "core", "why": "Liquidation and leverage infrastructure."},
|
||||||
|
{"username": "FlashTrade", "tier": "extended", "why": "Perps on Solana."},
|
||||||
|
{"username": "turbine_cash", "tier": "extended", "why": "DeFi infrastructure."},
|
||||||
|
{"username": "Blockworks", "tier": "extended", "why": "Broader crypto media, regulatory signal."},
|
||||||
|
{"username": "SolanaFloor", "tier": "extended", "why": "Solana ecosystem data."},
|
||||||
|
{"username": "01Resolved", "tier": "extended", "why": "Solana DeFi."},
|
||||||
|
{"username": "_spiz_", "tier": "extended", "why": "Solana DeFi commentary."},
|
||||||
|
{"username": "kru_tweets", "tier": "extended", "why": "Crypto market structure."},
|
||||||
|
{"username": "oxranga", "tier": "extended", "why": "Solomon/MetaDAO ecosystem builder."}
|
||||||
|
]
|
||||||
|
}
|
||||||
|
|
@ -184,13 +184,17 @@ Scan for anything substantive: new claims, evidence, debates, data, counterargum
|
||||||
### Step 3: Check Previous Follow-ups (2 min)
|
### Step 3: Check Previous Follow-ups (2 min)
|
||||||
Read agents/${AGENT}/musings/ — look for any previous research-*.md files. If they exist, check the 'Follow-up Directions' section at the bottom. These are threads your past self flagged but didn't have time to cover. Give them priority when picking your direction.
|
Read agents/${AGENT}/musings/ — look for any previous research-*.md files. If they exist, check the 'Follow-up Directions' section at the bottom. These are threads your past self flagged but didn't have time to cover. Give them priority when picking your direction.
|
||||||
|
|
||||||
### Step 4: Pick ONE Research Direction (5 min)
|
### Step 4: Pick ONE Research Question (5 min)
|
||||||
Based on your beliefs, your domain's gaps, previous follow-ups, and what you found in the tweets, pick ONE research direction that would most advance your domain understanding. Consider:
|
Pick ONE research question — not one topic, but one question that naturally spans multiple accounts and sources. 'How is capital flowing through Solana launchpads?' is one question even though it touches MetaDAO, SOAR, Futardio.
|
||||||
- Follow-up directions from previous sessions (highest priority — your past self flagged these for a reason)
|
|
||||||
- Gaps in your beliefs that need evidence
|
**Direction selection priority** (active inference — pursue surprise, not confirmation):
|
||||||
- Claims in the KB that new evidence might challenge
|
1. Follow-up ACTIVE THREADS from previous sessions (your past self flagged these)
|
||||||
- Cross-domain connections flagged by other agents
|
2. Claims rated 'experimental' or areas where the KB flags live tensions — highest uncertainty = highest learning value
|
||||||
- New developments that change the landscape
|
3. Evidence that CHALLENGES your beliefs, not confirms them
|
||||||
|
4. Cross-domain connections flagged by other agents
|
||||||
|
5. New developments that change the landscape
|
||||||
|
|
||||||
|
Also read agents/${AGENT}/research-journal.md if it exists — this is your cross-session pattern tracker.
|
||||||
|
|
||||||
Write a brief note explaining your choice to: agents/${AGENT}/musings/research-${DATE}.md
|
Write a brief note explaining your choice to: agents/${AGENT}/musings/research-${DATE}.md
|
||||||
|
|
||||||
|
|
@ -219,10 +223,17 @@ tags: [topic1, topic2]
|
||||||
|
|
||||||
## Agent Notes
|
## Agent Notes
|
||||||
**Why this matters:** [1-2 sentences]
|
**Why this matters:** [1-2 sentences]
|
||||||
|
**What surprised me:** [Anything unexpected — the extractor needs this to avoid confirming your priors]
|
||||||
|
**What I expected but didn't find:** [Gaps or missing evidence you noticed]
|
||||||
**KB connections:** [Which existing claims relate?]
|
**KB connections:** [Which existing claims relate?]
|
||||||
**Extraction hints:** [What claims might an extractor pull?]
|
**Extraction hints:** [What claims might an extractor pull?]
|
||||||
**Context:** [Who is the author, what debate is this part of?]
|
**Context:** [Who is the author, what debate is this part of?]
|
||||||
|
|
||||||
|
## Curator Notes (structured handoff for extractor)
|
||||||
|
PRIMARY CONNECTION: [exact claim title this source most relates to]
|
||||||
|
WHY ARCHIVED: [what pattern or tension this evidences]
|
||||||
|
EXTRACTION HINT: [what the extractor should focus on — scopes attention]
|
||||||
|
|
||||||
### Step 5 Rules:
|
### Step 5 Rules:
|
||||||
- Archive EVERYTHING substantive, not just what supports your views
|
- Archive EVERYTHING substantive, not just what supports your views
|
||||||
- Set all sources to status: unprocessed (a DIFFERENT instance will extract)
|
- Set all sources to status: unprocessed (a DIFFERENT instance will extract)
|
||||||
|
|
@ -235,13 +246,31 @@ tags: [topic1, topic2]
|
||||||
At the bottom of your research musing (agents/${AGENT}/musings/research-${DATE}.md), add a section:
|
At the bottom of your research musing (agents/${AGENT}/musings/research-${DATE}.md), add a section:
|
||||||
|
|
||||||
## Follow-up Directions
|
## Follow-up Directions
|
||||||
- [Direction 1]: [1 sentence — why this matters, what you'd look for]
|
|
||||||
- [Direction 2]: [1 sentence]
|
|
||||||
- [Direction 3]: [1 sentence]
|
|
||||||
|
|
||||||
These are threads you noticed but didn't have time to pursue. Your next research session will read these and give them priority. Be specific — 'look into X' is useless, 'verify whether Y claim holds given Z evidence from @account' is actionable.
|
Three categories — be specific, not vague:
|
||||||
|
|
||||||
### Step 7: Commit and Push (5 min)
|
### Active Threads (continue next session)
|
||||||
|
- [Thread]: [What to do next, what you'd look for]
|
||||||
|
|
||||||
|
### Dead Ends (don't re-run these)
|
||||||
|
- [What you searched for]: [Why it was empty — saves future you from wasting time]
|
||||||
|
|
||||||
|
### Branching Points (one finding opened multiple directions)
|
||||||
|
- [Finding]: [Direction A vs Direction B — which to pursue first and why]
|
||||||
|
|
||||||
|
### Step 7: Update Research Journal (3 min)
|
||||||
|
Append to agents/${AGENT}/research-journal.md (create if it doesn't exist). This is your cross-session memory — NOT the same as the musing.
|
||||||
|
|
||||||
|
Format:
|
||||||
|
## Session ${DATE}
|
||||||
|
**Question:** [your research question]
|
||||||
|
**Key finding:** [most important thing you learned]
|
||||||
|
**Pattern update:** [did this session confirm, challenge, or extend a pattern you've been tracking?]
|
||||||
|
**Confidence shift:** [did any of your beliefs get stronger or weaker?]
|
||||||
|
|
||||||
|
The journal accumulates session over session. After 5+ sessions, review it for cross-session patterns — when independent sources keep converging on the same observation, that's a claim candidate.
|
||||||
|
|
||||||
|
### Step 8: Commit and Push (5 min)
|
||||||
Stage your archives and musing, commit with:
|
Stage your archives and musing, commit with:
|
||||||
${AGENT}: research session ${DATE} — {brief description of direction}
|
${AGENT}: research session ${DATE} — {brief description of direction}
|
||||||
|
|
||||||
|
|
|
||||||
Loading…
Reference in a new issue