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gumponchain
40f75e0b64
- OpenApiClient: extend getTrenches/buildTrenchesBody to accept and spread server-side filter fields into each category section of the request body - SKILL.md: clarify entrapment_ratio description as Entrapment/Phishing - workflow-early-project-screening: add filter-preset examples to Step 1 Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
180 lines
6.5 KiB
Markdown
180 lines
6.5 KiB
Markdown
# Early Project Screening — Workflow
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Use this workflow to rapidly screen newly launched tokens from launchpads and identify whether any are worth a closer look, before committing to a full token research deep dive.
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Use this workflow when:
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- "early project screening" / "are any new tokens worth accumulating?"
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- "screen the latest launched tokens for me"
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- "which new tokens have smart money entering early?"
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- "any new tokens on pump.fun worth watching?"
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- User wants to filter new launchpad tokens for quality signals before buying
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---
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## Step 1 — Fetch Newly Launched Tokens
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```bash
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# Tokens just created, still on bonding curve
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gmgn-cli market trenches --chain <chain> --type new_creation
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# Tokens near bonding curve completion (about to graduate to DEX)
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gmgn-cli market trenches --chain <chain> --type near_completion
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# Tokens that have already graduated to open market
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gmgn-cli market trenches --chain <chain> --type completed
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```
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**Which type to use:**
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- `new_creation` — highest upside potential, highest risk. Many will fail.
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- `near_completion` — approaching graduation, momentum building. Tighter window.
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- `completed` — already trading on DEX, more liquidity but earlier gains may be gone.
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From the results, note each token's `address`, `symbol`, `smart_degen_count`, `renowned_count`, `volume`, `swaps`, and `rug_ratio`.
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**Tip — use filter flags to pre-screen at fetch time:**
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```bash
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# Fetch with safe baseline filter (server-side)
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gmgn-cli market trenches --chain <chain> \
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--type new_creation --type near_completion \
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--filter-preset safe --sort-by smart_degen_count
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# Strict: safe + require smart money + min 24h volume $1k
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gmgn-cli market trenches --chain <chain> \
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--type new_creation --type near_completion \
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--filter-preset strict --sort-by smart_degen_count
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# Custom: manual range filters (all sent server-side)
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gmgn-cli market trenches --chain <chain> \
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--type new_creation \
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--max-rug-ratio 0.3 --max-bundler-rate 0.3 --max-insider-ratio 0.3 \
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--min-smart-degen-count 1 --min-volume-24h 1000
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```
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Using `--filter-preset safe` (or `strict`) tells the server to pre-filter results before returning — equivalent to Steps 2's "Discard immediately" criteria, applied before the response is sent.
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---
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## Step 2 — First-Pass Filter (In-Response Scan)
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> **If you used `--filter-preset safe` or `--filter-preset strict` in Step 1, the rug_ratio, bundler_rate, and insider_ratio checks below are already applied server-side.** Verify the remaining signals manually.
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Before running any CLI commands per token, apply a quick in-response filter on the trenches results:
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**Discard immediately if:**
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- `rug_ratio` > 0.3
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- `is_wash_trading` = `true`
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- `bundler_rate` > 0.3
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- `rat_trader_amount_rate` > 0.3
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- Zero `smart_degen_count` AND zero `renowned_count` AND volume < $10k
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**Keep for deeper screening if any of:**
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- `smart_degen_count` ≥ 1 (smart money has entered)
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- `renowned_count` ≥ 1 (KOL has entered)
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- `bluechip_owner_percentage` > 0 (quality wallet base)
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- `volume` is strong relative to token age
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Select up to **5 tokens** that pass this filter.
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---
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## Step 3 — Security Check (Per Token)
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For each shortlisted token:
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```bash
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gmgn-cli token security --chain <chain> --address <token_address>
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```
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Hard stops — discard token immediately if:
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| Field | Hard Stop |
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|-------|-----------|
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| `is_honeypot` | `"yes"` (BSC/Base) |
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| `renounced_mint` (SOL) | `false` |
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| `renounced_freeze_account` (SOL) | `false` |
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| `rug_ratio` | `> 0.3` |
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| `sell_tax` | `> 0.10` |
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| `top_10_holder_rate` | `> 0.6` |
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Proceed with tokens that pass all hard stops.
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---
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## Step 4 — Smart Money Early Entry Check
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```bash
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# Who's already in? (smart money holders)
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gmgn-cli token holders --chain <chain> --address <token_address> \
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--tag smart_degen --order-by buy_volume_cur --direction desc --limit 10
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# Top traders — any known wallets?
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gmgn-cli token traders --chain <chain> --address <token_address> \
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--order-by profit --direction desc --limit 10
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```
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Strong signal:
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- Smart money wallets entered **early** (check `buy_30m` / `buy_1h` counts on the holder — or cross-reference `last_active_timestamp` being recent)
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- Multiple distinct smart money wallets (not one large wallet — that's concentration risk)
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- Top traders show profit (token has already rewarded early holders, positive momentum)
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Weak signal:
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- Only one smart money wallet in
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- Smart money wallet entered but `profit` is negative (they're underwater)
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---
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## Step 5 — Token Info Spot Check
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```bash
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gmgn-cli token info --chain <chain> --address <token_address>
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```
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Check:
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- Social presence: `link.twitter_username`, `link.telegram`, `link.website` — at least one should exist
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- `holder_count` — growing is a positive sign
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- `wallet_tags_stat.smart_wallets` — confirms smart money count
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- `cto_flag` — if `1`, community has taken over, dev is gone (neutral to positive, evaluate context)
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- `creator_token_status` — `creator_close` means dev has sold (mixed: reduces dump risk, but also less team commitment for very new tokens)
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---
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## Screening Output
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Present results as a table, then a per-token verdict:
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```
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Early Project Screening — {chain} / {type}
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Screened: {N} tokens from trenches → {M} passed filter
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# | Symbol | Address (short) | Smart Degens | Rug Risk | Security | Verdict
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1 | ... | ... | {N} wallets | {X} | ✅/⚠️/🚫 | Watch / Small position / Skip
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...
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─── Top Pick ───────────────────────────────
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{SYMBOL}: Smart money in early, security clean, social present
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→ Suggested action: Small exploratory position / Watch for 1h / Skip
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```
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**Verdict scale:**
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- 🟢 **Small position** — clean security + smart money early entry + social presence
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- 🟡 **Watch** — some positive signals but missing key indicators; monitor for 30–60 min
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- 🔴 **Skip** — any hard stop triggered, or no smart money interest at all
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---
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## Follow-Up Actions
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For any token rated 🟢:
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- Run full due diligence: [`workflow-token-research.md`](workflow-token-research.md)
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- Check risk warnings before sizing up: [`workflow-risk-warning.md`](workflow-risk-warning.md)
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- Execute swap if satisfied: use `gmgn-swap` skill
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---
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## Related Workflows
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- [`workflow-token-research.md`](workflow-token-research.md) — full 5-step token analysis
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- [`workflow-risk-warning.md`](workflow-risk-warning.md) — ongoing risk monitoring for held positions
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- [`workflow-market-opportunities.md`](workflow-market-opportunities.md) — trending token discovery (graduated tokens with volume)
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