FAQ

tekno.works brings institutional-grade research into a single workspace. For each tracked project you get:

• A full intelligence profile with Overview, Holders, Smart Money, Treasury, Development, Governance, Timeline, News and Research tabs
• A composite Project Health Score across seven measurable dimensions
• Price history charts with event markers (raise closed, launch, proposals, releases)
• A screener for sorting and filtering the entire ecosystem
• A chronological ecosystem-wide event timeline
• An automatically generated signals feed
• Global search across projects, tokens, wallets and proposals

You can analyze every tracked project across:

• Fundraising and raise performance (committed vs. accepted, raise price, ROI since raise)
• Treasury health, balance history and runway against the amount raised
• Holder counts, distribution and top-wallet concentration
• Liquidity depth, market cap, FDV, volume and price history
• Developer activity across public repositories
• Governance activity
• Contract risk checks and exchange listings
• News, announcements and repository releases

An ingestion pipeline pulls data from public sources on a schedule and writes it into a permanent local archive. Each run appends a new snapshot — nothing is overwritten or deleted — so holder counts, treasury balances, prices and development activity build up into real history over time. The site then reads that archive and presents it as profiles, scores, charts and signals. Live market prices are fetched at request time and merged over the stored snapshot, so quotes are current even between ingest runs.

Public sources only, with no proprietary or paywalled feeds:

• MetaDAO launchpad and on-chain records — project registry, raises, DAOs
• Solana RPC — token supply, holder accounts, wallet resolution
• DexScreener and Jupiter — live price, market cap, FDV, liquidity, volume
• GeckoTerminal — daily OHLCV price history and holder counts
• GitHub — repositories, commits, contributors, releases, issues, languages
• CoinGecko — exchange listings and token metadata
• RugCheck — automated contract risk checks
• Publisher RSS feeds — news coverage

Every metric traces back to a public source that can be independently verified.

Market data — price, market cap, liquidity, volume and 24-hour change — is fetched live at request time, so what you see is current to within seconds. Archival data such as holder snapshots, treasury balances, development activity, governance and news refreshes each time the ingestion pipeline runs, and every project page carries a “last updated” stamp so you always know how fresh the underlying reading is.

The Project Health Score is a single 0–100 composite that summarises how a project is performing across the dimensions public data can actually verify. It is shown as a dial with a plain-language verdict — Strong, Moderate, Needs Attention or Critical — alongside a breakdown of every dimension that produced it. It is a research summary, not a rating, recommendation or price target.

Each of seven dimensions is scored 0–100 from measured data, and the overall score is the average of the dimensions that could be measured. Two rules keep it honest:

• A dimension with no data available is excluded from the average rather than scored as zero — an unmeasured dimension is not a failing one.
• Every project page shows how many of the seven dimensions were measurable, and each dimension displays the exact figure behind its score (for example “top 10 hold 61.4% of supply” or “last push 3d ago”).

There is no black box: the number is always reproducible from the data shown beside it.

The Health Score is built from seven dimensions:

• Treasury — how much of the raised capital is still held on-chain
• Holder Growth — the trend in holder count across tracked snapshots
• Distribution — how concentrated ownership is, based on top-10 supply share
• Liquidity — pool depth relative to market cap
• Developer Activity — recency of public code activity
• Governance — indexed proposal throughput
• Momentum — 30-day price trend blended with volume-to-liquidity turnover

Project pages go further, adding contract risk, supply allocation, exchange listings, smart-money flow, news and an AI-assembled research memo.

Yes. The screener puts every tracked project into one sortable, filterable table — price, 24-hour change, market cap, liquidity, 24-hour volume, amount raised, raise price, ROI vs. raise, ATH return, distance from ATH, treasury, holder count, GitHub stars and last commit. Health Scores are calculated for every project on the same basis, so they can be ranked directly, and each project page includes a “Performance Since Raise” view tracking ROI, treasury, holders and market cap from day one.

The Holders tab shows total holder count, how that count has moved over the tracked window, concentration figures such as the share of supply held by the top wallets, the largest individual wallets with labels where they can be identified, and how supply is allocated between treasury, pools and circulation. Wallets link through to their own pages.

The Treasury tab shows the on-chain vault balance and pool depth, the treasury measured against both the amount raised and the current market cap, and a full history of recorded balance changes so runway can be tracked over time.

Where a project has a public GitHub organisation, tekno.works reads it directly and reports commits over the last 90 days, unique contributors, tagged releases, stars, forks, open and closed issues, pull requests, active repositories, last commit time, language breakdown and week-by-week code frequency. These roll up into a Developer Score covering recency, commit volume, contributors, active repositories and issue hygiene. Where no public repository is linked, the platform says so plainly rather than showing an empty or invented figure.

AI insights turn measured data into readable analysis. The Research tab assembles a memo for each project — summary, bull case, bear case, strengths, weaknesses, risks, recent developments, momentum and outlook — where every point cites the number behind it. Points with no supporting data are omitted rather than filled with generic commentary. Alongside this, the Signals feed automatically surfaces observations such as holder shifts, volume changes, concentration moves and development spikes. Insights are informational and never predictive.

Yes. Every project has a permanent profile at a stable URL, so research is always where you left it and history accumulates rather than resetting. The Timeline feed follows ecosystem-wide events chronologically, the Signals feed surfaces new observations as they are generated, and connecting a wallet gives you a Portfolio view of your holdings across every token the terminal tracks.

Not for research. Project profiles, the timeline, the signals feed and global search are open to everyone with no account and no wallet. A wallet is needed for the signed-in areas — the screener and your portfolio. Sign-in works by signing a short message that proves you control the wallet; it approves no transaction and cannot move funds. tekno.works never asks for a private key, seed phrase or recovery phrase, and portfolio balances are read live from the chain each time you open the page rather than stored on a server.

tekno.works is research-first and fully non-custodial. The trade panel lets you size an order against live market data and shows the quantities, slippage setting and the share of pool depth an order of that size would consume — real risk context before you act. Where trading functionality is available, it is wallet-based: your assets stay under your own wallet's control and tekno.works never takes custody of funds or holds tokens on your behalf.

No. tekno.works provides research, analytics and market data. Nothing on the platform is financial, investment, legal or tax advice, and no score, signal or memo is a recommendation to buy or sell. Digital assets are volatile and can lose value. All decisions, and their outcomes, are your own.

Transparency is enforced in the product, not just promised:

• Market cap is calculated from circulating supply and FDV from total supply, rather than repeating a venue's figure that conflates the two.
• Raise figures are read from on-chain launch records with a citation per project, and the amount committed is always distinguished from the amount actually accepted.
• Return metrics are withheld when a token's liquidity is too thin for its quoted price to be meaningful, and the page explains why.
• Unmeasurable dimensions are excluded from the Health Score rather than counted as zero.
• Where data is genuinely unavailable, the page says so — no dimension is ever filled with an estimate presented as fact.

tekno.works is built for anyone who needs to understand a project rather than just watch its price: researchers and analysts, allocators evaluating launches, founders and teams benchmarking themselves against the ecosystem, and participants tracking MetaDAO and Futard projects from raise through to today. If you want verifiable, source-linked intelligence in one place instead of a dozen tabs, the terminal is built for you.