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Solana Narrative Radar — Fortnight Report (2026-08-25 → 2026-09-08)

Generated by an autonomous pipeline over free public data sources. Sources contributing live signals this run: github, hackernews, dexscreener, news, superteam-earn.

Method (short)

  1. Collectors pull recent signals: GitHub repo creation/push velocity, Hacker News stories, Reddit r/solana, DexScreener boosts/top-volume pairs, Superteam Earn listings, and crypto news RSS.
  2. Each signal is tokenized; clusters form by shared rare tokens (union-find) and are scored by recency-weighted signal mass × source diversity.
  3. Every cluster below lists the exact signals that produced it (explainability), then 3 concrete build ideas tied to those signals.

Detected narratives

N1 — crypto, open, source, software (score 14.72, 4 signals, sources: github)

Evidence (top signals):

Build ideas

  • Agent capability marketplace on Solana — Agents that pay each other for tools/data need a settlement rail with sub-cent fees.
    • Now-ness: Named demand signals: hummingbot/hummingbot, Drakkar-Software/OctoBot, OneKeyHQ/app-monorepo, firedancer-io/firedancer. Hook: github | [active repo] Drakkar-Software/OctoBot stars=6541 pushed=2026-09-07 created=2018-02-23
  • On-chain agent reputation registry — As agent count grows, verifiable track records (payout history, task success) become the trust layer.
    • Now-ness: Named demand signals: hummingbot/hummingbot, Drakkar-Software/OctoBot, OneKeyHQ/app-monorepo, firedancer-io/firedancer. Hook: github | [active repo] OneKeyHQ/app-monorepo stars=2435 pushed=2026-09-08 created=2021-11-22
  • Natural-language portfolio copilot with program constraints — Users want agent-managed positions but need hard on-chain guardrails the agent cannot override.
    • Now-ness: Named demand signals: hummingbot/hummingbot, Drakkar-Software/OctoBot, OneKeyHQ/app-monorepo, firedancer-io/firedancer. Hook: github | [active repo] firedancer-io/firedancer stars=1517 pushed=2026-09-08 created=2022-08-16

N2 — non-custodial, chain, ethereum, blockchains (score 10.18, 3 signals, sources: github, news)

Evidence (top signals):

Build ideas

  • Cross-pool MEV-aware router with simulation guardrails — Fragmented liquidity across CLMM pools makes naive routing expensive at size.
    • Now-ness: Named demand signals: horizontalsystems/unstoppable-wallet-android, horizontalsystems/unstoppable-wallet-ios, cointelegraph: FalconX, Interstice Connect Canton to Ethereum, Solana . Hook: github | [active repo] horizontalsystems/unstoppable-wallet-ios stars=902 pushed=2026-09-07 created=2018-07-27
  • Automated LP position manager for concentrated liquidity — Active-range management is manual and time-costly for retail LPs.
    • Now-ness: Named demand signals: horizontalsystems/unstoppable-wallet-android, horizontalsystems/unstoppable-wallet-ios, cointelegraph: FalconX, Interstice Connect Canton to Ethereum, Solana . Hook: news:cointelegraph | cointelegraph: FalconX, Interstice Connect Canton to Ethereum, Solana and Robinhood Chain
  • Real-time risk dashboard for perp traders — Funding + liquidation data exist on-chain but are not surfaced in one decision view.
    • Now-ness: Named demand signals: horizontalsystems/unstoppable-wallet-android, horizontalsystems/unstoppable-wallet-ios, cointelegraph: FalconX, Interstice Connect Canton to Ethereum, Solana . Hook: github | [active repo] horizontalsystems/unstoppable-wallet-android stars=1242 pushed=2026-09-08 created=2018-07-30

N3 — network, independent, profile, api-evangelist (score 9.0, 5 signals, sources: github)

Evidence (top signals):

Build ideas

  • DePIN coverage explorer with verifiable uptime — Buyers of physical network coverage need proof-of-service maps, not marketing.
    • Now-ness: Named demand signals: api-evangelist/helium-network, api-evangelist/wynd-network, api-evangelist/io-net, api-evangelist/doublezero. Hook: github | [depin repo] api-evangelist/wynd-network stars=0 pushed=2026-09-04 created=2026-08-02
  • DePIN token sink designer toolkit — Most DePIN tokens lack demand sinks; a reusable bonding/burn module is reusable infra.
    • Now-ness: Named demand signals: api-evangelist/helium-network, api-evangelist/wynd-network, api-evangelist/io-net, api-evangelist/doublezero. Hook: github | [depin repo] api-evangelist/io-net stars=0 pushed=2026-09-04 created=2026-05-25
  • Signal dashboard for this narrative — Consolidate the underlying feeds below into one live view with alerts.
    • Now-ness: Named demand signals: api-evangelist/helium-network, api-evangelist/wynd-network, api-evangelist/io-net, api-evangelist/doublezero. Hook: github | [depin repo] api-evangelist/doublezero stars=0 pushed=2026-09-04 created=2026-07-26

N4 — solana-foundation, sdk (score 7.18, 2 signals, sources: github)

Evidence (top signals):

Build ideas

  • High-signal Solana program diff watcher — Anchored upgrades change behavior silently; a diff-alert service protects integrators.
    • Now-ness: Named demand signals: solana-foundation/solana-web3.js, solana-foundation/solana-go. Hook: github | [active repo] solana-foundation/solana-go stars=1581 pushed=2026-09-04 created=2021-06-29
  • Free-tier Solana event stream to webhooks — Small teams need push notifs on program events without running infra.
    • Now-ness: Named demand signals: solana-foundation/solana-web3.js, solana-foundation/solana-go. Hook: github | [active repo] solana-foundation/solana-web3.js stars=2754 pushed=2026-09-08 created=2018-08-22
  • Signal dashboard for this narrative — Consolidate the underlying feeds below into one live view with alerts.
    • Now-ness: Named demand signals: solana-foundation/solana-web3.js, solana-foundation/solana-go. Hook: github | [active repo] solana-foundation/solana-go stars=1581 pushed=2026-09-04 created=2021-06-29

N5 — program (score 7.02, 2 signals, sources: github)

Evidence (top signals):

Build ideas

  • High-signal Solana program diff watcher — Anchored upgrades change behavior silently; a diff-alert service protects integrators.
    • Now-ness: Named demand signals: otter-sec/anchor, solana-foundation/program-examples. Hook: github | [active repo] solana-foundation/program-examples stars=1423 pushed=2026-09-01 created=2022-07-01
  • Free-tier Solana event stream to webhooks — Small teams need push notifs on program events without running infra.
    • Now-ness: Named demand signals: otter-sec/anchor, solana-foundation/program-examples. Hook: github | [active repo] otter-sec/anchor stars=5128 pushed=2026-09-07 created=2021-01-01
  • Signal dashboard for this narrative — Consolidate the underlying feeds below into one live view with alerts.
    • Now-ness: Named demand signals: otter-sec/anchor, solana-foundation/program-examples. Hook: github | [active repo] solana-foundation/program-examples stars=1423 pushed=2026-09-01 created=2022-07-01

N6 — rango, rango-exchange, exchange (score 6.39, 2 signals, sources: github)

Evidence (top signals):

Build ideas

  • High-signal Solana program diff watcher — Anchored upgrades change behavior silently; a diff-alert service protects integrators.
    • Now-ness: Named demand signals: rango-exchange/rango-sdk, rango-exchange/rango-client. Hook: github | [active repo] rango-exchange/rango-client stars=1126 pushed=2026-09-07 created=2022-12-18
  • Free-tier Solana event stream to webhooks — Small teams need push notifs on program events without running infra.
    • Now-ness: Named demand signals: rango-exchange/rango-sdk, rango-exchange/rango-client. Hook: github | [active repo] rango-exchange/rango-sdk stars=1659 pushed=2026-09-02 created=2022-02-10
  • Signal dashboard for this narrative — Consolidate the underlying feeds below into one live view with alerts.
    • Now-ness: Named demand signals: rango-exchange/rango-sdk, rango-exchange/rango-client. Hook: github | [active repo] rango-exchange/rango-client stars=1126 pushed=2026-09-07 created=2022-12-18

N7 — coin (score 6.18, 2 signals, sources: github, hackernews)

Evidence (top signals):

Build ideas

  • Liquidity-health scanner for new launches — Most launches die to honeypots and thin liquidity; a pre-trade health score has clear demand.
    • Now-ness: Named demand signals: Ashkiln/pumpfun-launcher, HN story (1 pts, 2 comments): LIOS Coin. Hook: hackernews | HN story (1 pts, 2 comments): LIOS Coin
  • Social-momentum tracker wired to on-chain flows — Price moves lag social spikes; joining the two gives an early-warning feed.
    • Now-ness: Named demand signals: Ashkiln/pumpfun-launcher, HN story (1 pts, 2 comments): LIOS Coin. Hook: github | [new repo] Ashkiln/pumpfun-launcher stars=3 pushed=2026-09-06 created=2026-09-03
  • Signal dashboard for this narrative — Consolidate the underlying feeds below into one live view with alerts.
    • Now-ness: Named demand signals: Ashkiln/pumpfun-launcher, HN story (1 pts, 2 comments): LIOS Coin. Hook: hackernews | HN story (1 pts, 2 comments): LIOS Coin

N8 — earn, cat, buy (score 6.15, 4 signals, sources: dexscreener, superteam-earn)

Evidence (top signals):

Build ideas

  • Cross-pool MEV-aware router with simulation guardrails — Fragmented liquidity across CLMM pools makes naive routing expensive at size.
    • Now-ness: Named demand signals: DexScree…, topboost…, E4Ap4icM…, Superteam Earn: Trade, Tweet & Earn. Hook: superteam-earn | Superteam Earn bounty 'Trade, Tweet & Earn' reward=500USDC skills=
  • Automated LP position manager for concentrated liquidity — Active-range management is manual and time-costly for retail LPs.
    • Now-ness: Named demand signals: DexScree…, topboost…, E4Ap4icM…, Superteam Earn: Trade, Tweet & Earn. Hook: dexscreener:boosted | DexScreener boosted Solana token DgusxuYhbs5TqvLYNhEwEow8GwXyFNgc5hspP7SjfaNc amount=30
  • Real-time risk dashboard for perp traders — Funding + liquidation data exist on-chain but are not surfaced in one decision view.
    • Now-ness: Named demand signals: DexScree…, topboost…, E4Ap4icM…, Superteam Earn: Trade, Tweet & Earn. Hook: dexscreener:newprofile | DexScreener newprofile Solana token 21J5UBb7BGvAbXKwbx9Ab84vLZnzphRTmQLwuT1jt9uS amount=?

N9 — content, bounty (score 4.4, 4 signals, sources: superteam-earn)

Evidence (top signals):

Build ideas

  • Merchant checkout widget with auto-stablecoin conversion — Accepting volatile crypto scares merchants; instant USDC settlement removes the fear.
    • Now-ness: Named demand signals: Superteam Earn: Solana Summit Serbia Content Bounty: $10,000 for the best summit content, Superteam Earn: CastleDAO Content Challenge, Superteam Earn: $1,000 USDC Manic Bug Bounty, Superteam Earn: Show the world SOLARA — Content + Seeker dApp reviews. Hook: superteam-earn | Superteam Earn bounty 'CastleDAO Content Challenge' reward=1000USDG skills=
  • Payroll streaming for global teams — Per-second stablecoin streams fit contractor work and dodge banking delays.
    • Now-ness: Named demand signals: Superteam Earn: Solana Summit Serbia Content Bounty: $10,000 for the best summit content, Superteam Earn: CastleDAO Content Challenge, Superteam Earn: $1,000 USDC Manic Bug Bounty, Superteam Earn: Show the world SOLARA — Content + Seeker dApp reviews. Hook: superteam-earn | Superteam Earn bounty '$1,000 USDC Manic Bug Bounty' reward=1000USDC skills=
  • Signal dashboard for this narrative — Consolidate the underlying feeds below into one live view with alerts.
    • Now-ness: Named demand signals: Superteam Earn: Solana Summit Serbia Content Bounty: $10,000 for the best summit content, Superteam Earn: CastleDAO Content Challenge, Superteam Earn: $1,000 USDC Manic Bug Bounty, Superteam Earn: Show the world SOLARA — Content + Seeker dApp reviews. Hook: superteam-earn | Superteam Earn bounty 'Show the world SOLARA — Content + Seeker dApp reviews' reward=500USDC skills=

N10 — under, PHgCReUn, counter (score 3.0, 3 signals, sources: dexscreener)

Evidence (top signals):

Build ideas

  • Cross-pool MEV-aware router with simulation guardrails — Fragmented liquidity across CLMM pools makes naive routing expensive at size.
    • Now-ness: Named demand signals: DexScree…, topboost…, PHgCReUn…, newprofi…. Hook: dexscreener:boosted | DexScreener boosted Solana token PHgCReUnUsk1jUTVzBZUV5SDSmCyTT4ZVDAEkQZgoa2 amount=500
  • Automated LP position manager for concentrated liquidity — Active-range management is manual and time-costly for retail LPs.
    • Now-ness: Named demand signals: DexScree…, topboost…, PHgCReUn…, newprofi…. Hook: dexscreener:newprofile | DexScreener newprofile Solana token PHgCReUnUsk1jUTVzBZUV5SDSmCyTT4ZVDAEkQZgoa2 amount=?
  • Real-time risk dashboard for perp traders — Funding + liquidation data exist on-chain but are not surfaced in one decision view.
    • Now-ness: Named demand signals: DexScree…, topboost…, PHgCReUn…, newprofi…. Hook: dexscreener:topboost | DexScreener topboost Solana token PHgCReUnUsk1jUTVzBZUV5SDSmCyTT4ZVDAEkQZgoa2 amount=?

Prioritize novelty, signal quality, and explainability over volume — each narrative above is traceable to listed raw signals. Re-run python run.py to refresh.