diff --git a/scripts/delegation-program/README.md b/scripts/delegation-program/README.md
new file mode 100644
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+++ b/scripts/delegation-program/README.md
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+## Stake Adjustment Program (`stake_adjustment.py`)
+
+### Overview
+
+This simple argument based program is designed primarily for Delegation program management.
+
+The main goal is to generate a csv of which first two columns without headers can be passed to nym-cli as input for a quick delegation adjustment, using this command:
+
+```sh
+./nym-cli mixnet delegators delegate-multi --mnemonic "<MNEMONIC>" --input <PATH>/<FILE>.csv
+```
+
+The default values are in sync with DP rules:
+
+`--wallet_address`: Nym Team DP wallet address
+`--saturation`: 250k NYM
+`--stake_cap`: 90% as per DP rules
+`--adjustment_step`: 25k NYM as per DP rules
+`--max_wallet_delegation`: 125k NYM as per DP rules
+`--denom`: NYM not uNYM to make it smoother and aligned with delegate-multi command of nym-cli
+
+Additionaly the program scrapes [api.nym.spectredao.net/api/v1/nodes](https://api.nym.spectredao.net/api/v1/nodes) and [validator.nymtech.net/api/v1/nym-nodes/described](https://validator.nymtech.net/api/v1/nym-nodes/described) endpoints and returns a sheet with 20 values per eacvh node passed in the csv input.
+
+The outcome is a table with these values:
+NODE ID, SUGGESTED WALLET DELEGATION, CURRENT WALLET DELEGATION, SUGGESTED TOTAL STAKE,	CURRENT TOTAL STAKE, SUGGESTED SATURATION, CURRENT SATURATION, UPTIME, VERSION, T&C, BINARY, ROLE, WIREGUARD, IP ADDRESS, HOSTNAME, WSS PORT, MONIKER, IDENTITY KEY, BONDING WALLET, EXPLORER URL.
+
+### Install and Run
+
+1. Download from this branch and make executable
+```sh
+wget https://raw.githubusercontent.com/nymtech/nym/refs/heads/develop/scripts/delegation-program/stake_adjustment.py && chmod u+x stake_adjustment.py
+```
+2. Make a simple column csv with `node_ids` (for DP, use all the DP nodes `node_id` column, and save it to the same dir, example can be `input.csv`:
+```csv
+# example
+1398
+1365
+2464
+1423
+1269
+1870
+1824
+1707
+```
+3. Run the program with the `input.csv` positional arg (for DP use the default values without any optional args):
+```sh
+./stake_adjustment.py input.csv
+```
+4. The output is a `csv` with bunch of useful data
+5. For DP extract the first two columns with `NODE_ID` and `SUGGESTED_WALLET_DELEGATION` without the headers and save them as a `dp_update.csv`
+6. Run this `dp_update.csv` as an input with `nym-cli` to adjust the DP delegations:
+```sh
+./nym-cli mixnet delegators delegate-multi --mnemonic "<MNEMONIC>" --input dp_update.csv
+```
+### Help
+
+To preview all commands and arguments, run it with `--help` flag:
+```sh
+./stake_adjustment.py --help
+```
diff --git a/scripts/delegation-program/stake_adjustment.py b/scripts/delegation-program/stake_adjustment.py
new file mode 100755
index 0000000000..527101651d
--- /dev/null
+++ b/scripts/delegation-program/stake_adjustment.py
@@ -0,0 +1,569 @@
+#!/usr/bin/env python3
+import argparse
+import csv
+import sys
+from pathlib import Path
+import requests
+import pandas as pd
+import re
+
+API_SPECTRE_ROOT = "https://api.nym.spectredao.net/api/v1"
+API_VALIDATOR    = "https://validator.nymtech.net/api/v1"
+API_BASE         = f"{API_SPECTRE_ROOT}/nodes"
+NYM_FACTOR = 1_000_000
+
+"""
+This simple argument based program is designed primarily for Delegation program management.
+The main goal is to generate a csv of which first two columns without headers can also be reused for nym-cli as input:
+./nym-cli mixnet delegators delegate-multi --mnemonic "<MNEMONIC>" --input <PATH>/<FILE>.csv
+
+The default values therefore are:
+--wallet_address: Nym Team DP wallet address
+--saturation: 250k NYM
+--stake_cap: 90% as per DP rules
+--adjustment_Step: 25k NYM as per DP rules
+--max_wallet_delegation: 125k NYM as per DP rules
+--denom: NYM not uNYM to make it smoother and aligned with delegate-multi command of nym-cli
+
+Additionaly the program scrapes described endpoint and returns a sheet with 20 values per node. Those are:
+NODE ID, SUGGESTED WALLET DELEGATION, CURRENT WALLET DELEGATION, SUGGESTED TOTAL STAKE,	CURRENT TOTAL STAKE,
+SUGGESTED SATURATION, CURRENT SATURATION, UPTIME, VERSION, T&C, BINARY, ROLE, WIREGUARD, IP ADDRESS, HOSTNAME,
+WSS PORT, MONIKER, IDENTITY KEY, BONDING WALLET, EXPLORER URL.
+"""
+
+def parse_args():
+    p = argparse.ArgumentParser(
+        prog="stake_adjustment.py",
+        description="Suggest wallet delegation adjustments per node to hit a target saturation cap",
+    )
+    p.add_argument("input", help="Path to CSV with a single column of NODE_ID values")
+    p.add_argument("--saturation", type=int, default=250_000,
+                   help="Stake saturation in NYM (or uNYM if --denom uNYM). Default: 250000")
+    p.add_argument("--wallet_address", default="n1rnxpdpx3kldygsklfft0gech7fhfcux4zst5lw",
+                   help="Delegation wallet address to track and adjust. Default: %(default)s")
+    p.add_argument("--stake_cap", type=int, default=90,
+                   help="Target percentage of max saturation (e.g., 90 for 90%%). Default: 90")
+    p.add_argument("--adjustment_step", type=int, default=25_000,
+                   help="Amount to undelegate per step (NYM or uNYM) until target delegation percentage is met. Default: 25000")
+    p.add_argument("--max_wallet_delegation", type=int, default=125_000,
+                   help="Maximum delegation allowed by the wallet (NYM or uNYM). Default: 125000")
+    p.add_argument("--denom", type=str, default="NYM", choices=["NYM", "uNYM", "nym", "unym"],
+                   help="Input/output denomination. Default: NYM")
+    return p.parse_args()
+
+
+def to_unym(value: int, denom: str) -> int:
+    d = denom.lower()
+    if d == "nym":
+        return int(value) * NYM_FACTOR
+    if d == "unym":
+        return int(value)
+    raise ValueError("denom must be NYM or uNYM")
+
+
+def from_unym(value_unym: int, denom: str) -> int:
+    d = denom.lower()
+    if d == "nym":
+        return int(value_unym // NYM_FACTOR)
+    if d == "unym":
+        return int(value_unym)
+    raise ValueError("denom must be NYM or uNYM")
+
+
+def read_node_ids(csv_path: str) -> list[int]:
+    path = Path(csv_path)
+    if not path.exists():
+        raise RuntimeError(f"Input file not found: {csv_path}")
+
+    node_ids: list[int] = []
+    with path.open(newline="") as f:
+        reader = csv.reader(f)
+        for row in reader:
+            if not row:
+                continue
+            if len(row) != 1:
+                raise RuntimeError("Input CSV must have exactly one column of NODE_ID values.")
+            try:
+                node_ids.append(int(row[0]))
+            except ValueError:
+                raise RuntimeError(f"Invalid NODE_ID (not an integer): {row[0]!r}")
+    if not node_ids:
+        raise RuntimeError("Input CSV contains no NODE_IDs.")
+    return node_ids
+
+
+# pagination helpers: limit/offset -> then page/page_size -> single shot fallback
+def _fetch_all_limit_offset(url: str, limit: int = 1000, timeout: int = 60) -> list:
+    items = []
+    offset = 0
+    seen_guard = None
+    loops = 0
+    while True:
+        loops += 1
+        r = requests.get(url, params={"limit": limit, "offset": offset}, timeout=timeout)
+        if r.status_code >= 400:
+            return None
+        try:
+            data = r.json()
+        except Exception:
+            return None
+        if isinstance(data, dict) and "data" in data and isinstance(data["data"], list):
+            batch = data["data"]
+        elif isinstance(data, list):
+            batch = data
+        else:
+            return None
+        if not batch:
+            break
+        items.extend(batch)
+        if len(batch) < limit:
+            break
+        # guard against APIs that ignore offset
+        first_sig = str(batch[0])
+        if first_sig == seen_guard:
+            break
+        seen_guard = first_sig
+        offset += len(batch)
+        if loops > 1000 or offset > 1_000_000:
+            break
+    return items
+
+
+def _fetch_all_page_pagesize(url: str, page_size: int = 1000, timeout: int = 60) -> list:
+    items = []
+    page = 1
+    seen_guard = None
+    loops = 0
+    while True:
+        loops += 1
+        r = requests.get(url, params={"page": page, "page_size": page_size}, timeout=timeout)
+        if r.status_code >= 400:
+            return None
+        try:
+            data = r.json()
+        except Exception:
+            return None
+        if isinstance(data, dict) and "data" in data and isinstance(data["data"], list):
+            batch = data["data"]
+        elif isinstance(data, list):
+            batch = data
+        else:
+            return None
+        if not batch:
+            break
+        items.extend(batch)
+        if len(batch) < page_size:
+            break
+        first_sig = str(batch[0])
+        if first_sig == seen_guard:
+            break
+        seen_guard = first_sig
+        page += 1
+        if loops > 1000 or page > 10000:
+            break
+    return items
+
+
+def _fetch_all_any(url: str, timeout: int = 60) -> list:
+    # try limit/offset
+    got = _fetch_all_limit_offset(url, limit=1000, timeout=timeout)
+    if isinstance(got, list) and got:
+        return got
+    # try page/page_size
+    got = _fetch_all_page_pagesize(url, page_size=1000, timeout=timeout)
+    if isinstance(got, list) and got:
+        return got
+    # fallback: single shot
+    r = requests.get(url, timeout=timeout)
+    r.raise_for_status()
+    data = r.json()
+    if isinstance(data, dict) and "data" in data and isinstance(data["data"], list):
+        return data["data"]
+    if isinstance(data, list):
+        return data
+    raise RuntimeError(f"Unexpected response format from {url}")
+
+
+# fetching functions using robust pagination
+def fetch_wallet_delegations(wallet: str) -> list[dict]:
+    url = f"{API_SPECTRE_ROOT}/delegations/{wallet}"
+    return _fetch_all_any(url, timeout=45)
+
+
+def fetch_nodes_spectre() -> list[dict]:
+    url = f"{API_SPECTRE_ROOT}/nodes"
+    return _fetch_all_any(url, timeout=60)
+
+
+def fetch_nodes_validator() -> list[dict]:
+    url = f"{API_VALIDATOR}/nym-nodes/described"
+    return _fetch_all_any(url, timeout=60)
+
+
+def fetch_node_delegations_sum_unym(node_id: int) -> int:
+    url = f"{API_SPECTRE_ROOT}/nodes/{node_id}/delegations"
+    try:
+        data = _fetch_all_any(url, timeout=45)
+    except Exception:
+        # last resort
+        r = requests.get(url, timeout=45)
+        r.raise_for_status()
+        data = r.json()
+    if not isinstance(data, list):
+        return 0
+    total = 0
+    for item in data:
+        try:
+            total += int(item.get("amount", {}).get("amount"))
+        except Exception:
+            pass
+    return total
+
+
+def suggest_wallet_delegation(
+    node_id: int,
+    wallet: str,
+    saturation_unym: int,
+    cap_pct: int,
+    step_unym: int,
+    max_wallet_unym: int,
+    out_denom: str,
+    nodes_map: dict[int, dict],
+    val_map: dict[int, dict],
+    wallet_map: dict[int, int],
+) -> dict:
+    # CURRENT TOTAL STAKE (in uNYM)
+    current_total_unym = None
+    meta_src = None
+
+    if node_id in nodes_map and isinstance(nodes_map[node_id], dict):
+        # spectre nodes
+        current_total_unym = int(nodes_map[node_id].get("total_stake") or 0)
+        meta_src = nodes_map[node_id]
+    elif node_id in val_map and isinstance(val_map[node_id], dict):
+        # validator described
+        current_total_unym = int(val_map[node_id].get("total_stake") or 0)
+        meta_src = val_map[node_id]
+
+    # if still unknown, sum delegations as a fallback
+    if current_total_unym is None or current_total_unym == 0:
+        current_total_unym = fetch_node_delegations_sum_unym(node_id)
+
+    # CURRENT WALLET DELEGATION (in uNYM) from wallet_map
+    wallet_unym = int(wallet_map.get(node_id, 0))
+
+    # target cap in uNYM
+    target_unym = (saturation_unym * cap_pct) // 100
+
+    # start from min(current_wallet, max_wallet) and back off by step until under target
+    suggested_wallet_unym = min(wallet_unym, max_wallet_unym)
+    suggested_total_unym = current_total_unym - wallet_unym + suggested_wallet_unym
+
+    if suggested_total_unym > target_unym and step_unym > 0:
+        while suggested_total_unym > target_unym and suggested_wallet_unym > 0:
+            dec = min(step_unym, suggested_wallet_unym)
+            suggested_wallet_unym -= dec
+            suggested_total_unym -= dec
+
+    # convert to denom for output
+    suggested_wallet = from_unym(suggested_wallet_unym, out_denom)
+    current_wallet = from_unym(wallet_unym, out_denom)
+    suggested_total = from_unym(suggested_total_unym, out_denom)
+    current_total = from_unym(current_total_unym, out_denom)
+    saturation_val = from_unym(saturation_unym, out_denom)
+
+    # saturation as integer percentages
+    suggested_sat = int((suggested_total * 100) // (saturation_val or 1))
+    current_sat   = int((current_total * 100) // (saturation_val or 1))
+
+    # extra fields
+    uptime      = None
+    version     = None
+    accepted_tnc= None
+    binary_name  = _sanitize_text(binary_name)
+    role         = _sanitize_text(role)
+    ip_address   = _sanitize_text(ip_address)
+    hostname     = _sanitize_text(hostname)
+    moniker      = _sanitize_text(moniker)
+    identity_key = _sanitize_text(identity_key)
+    bonding_addr = _sanitize_text(bonding_addr)
+    explorer_url = _sanitize_text(explorer_url)
+    version      = _sanitize_text(version)
+
+    m = meta_src or {}
+
+def suggest_wallet_delegation(
+    node_id: int,
+    wallet: str,
+    saturation_unym: int,
+    cap_pct: int,
+    step_unym: int,
+    max_wallet_unym: int,
+    out_denom: str,
+    # extra maps for node
+    nodes_map: dict[int, dict],
+    val_map: dict[int, dict],
+    wallet_map: dict[int, int],
+) -> dict:
+    # CURRENT TOTAL STAKE (in uNYM)
+    current_total_unym = None
+    meta_src = None
+
+    if node_id in nodes_map and isinstance(nodes_map[node_id], dict):
+        # spectre nodes
+        current_total_unym = int(nodes_map[node_id].get("total_stake") or 0)
+        meta_src = nodes_map[node_id]
+    elif node_id in val_map and isinstance(val_map[node_id], dict):
+        # validator described
+        current_total_unym = int(val_map[node_id].get("total_stake") or 0)
+        meta_src = val_map[node_id]
+
+    # if still unknown, sum delegations as a fallback
+    if current_total_unym is None or current_total_unym == 0:
+        current_total_unym = fetch_node_delegations_sum_unym(node_id)
+
+    # CURRENT WALLET DELEGATION (in uNYM) from wallet_map
+    wallet_unym = int(wallet_map.get(node_id, 0))
+
+    # target cap in uNYM
+    target_unym = (saturation_unym * cap_pct) // 100
+
+    # start from min(current_wallet, max_wallet) and back off by step until under target
+    suggested_wallet_unym = min(wallet_unym, max_wallet_unym)
+    suggested_total_unym = current_total_unym - wallet_unym + suggested_wallet_unym
+
+    if suggested_total_unym > target_unym and step_unym > 0:
+        while suggested_total_unym > target_unym and suggested_wallet_unym > 0:
+            dec = min(step_unym, suggested_wallet_unym)
+            suggested_wallet_unym -= dec
+            suggested_total_unym -= dec
+
+    # convert to denom for output
+    suggested_wallet = from_unym(suggested_wallet_unym, out_denom)
+    current_wallet   = from_unym(wallet_unym, out_denom)
+    suggested_total  = from_unym(suggested_total_unym, out_denom)
+    current_total    = from_unym(current_total_unym, out_denom)
+    saturation_val   = from_unym(saturation_unym, out_denom)
+
+    # saturation as integer percentages
+    suggested_sat = int((suggested_total * 100) // (saturation_val or 1))
+    current_sat   = int((current_total * 100) // (saturation_val or 1))
+
+    # extra fields
+    uptime        = None
+    version       = None
+    accepted_tnc  = None
+    binary_name   = None
+    role          = None
+    wg_enabled    = None
+    ip_address    = None
+    hostname      = None
+    wss_port      = None
+    moniker       = None
+    identity_key  = None
+    bonding_addr  = None
+    explorer_url  = None
+
+    m = meta_src or {}
+    # spectre and validator conventions translation
+    identity_key = m.get("identity_key")
+    bonding_addr = m.get("bonding_address")
+    uptime       = m.get("uptime")
+    accepted_tnc = m.get("accepted_tnc")
+    desc  = m.get("description") or {}
+    build = desc.get("build_information") or {}
+    binary_name = build.get("binary_name")
+    version     = build.get("build_version")
+
+    declared = desc.get("declared_role") or {}
+    if declared:
+        if declared.get("exit_ipr") or declared.get("exit_nr"):
+            role = "exit-gateway"
+        elif declared.get("entry"):
+            role = "entry-gateway"
+        elif declared.get("mixnode"):
+            role = "mixnode"
+
+    host_info = desc.get("host_information") or {}
+    ip_list = host_info.get("ip_address")
+    if isinstance(ip_list, list) and ip_list:
+        ip_address = ip_list[0]
+    elif isinstance(ip_list, str):
+        ip_address = ip_list
+    hostname = host_info.get("hostname")
+
+    # wss/ws ports under mixnet_websockets
+    webs = desc.get("mixnet_websockets") or {}
+    wss_port = webs.get("wss_port")
+
+    # wireguard info
+    wg = m.get("wireguard") or desc.get("wireguard")
+    if isinstance(wg, dict) and wg.get("port") and wg.get("public_key"):
+        wg_enabled = True
+    else:
+        wg_enabled = False
+
+    # self desc to get moniker
+    self_desc = m.get("self_description") or {}
+    moniker = self_desc.get("moniker")
+
+    explorer_url = f"https://explorer.nym.spectredao.net/nodes/{identity_key}" if identity_key else ""
+
+    # sanitize all string-ish fields to kill tabs/newlines and weird spacing
+    binary_name  = _sanitize_text(binary_name)
+    role         = _sanitize_text(role)
+    ip_address   = _sanitize_text(ip_address)
+    hostname     = _sanitize_text(hostname)
+    moniker      = _sanitize_text(moniker)
+    identity_key = _sanitize_text(identity_key)
+    bonding_addr = _sanitize_text(bonding_addr)
+    explorer_url = _sanitize_text(explorer_url)
+    version      = _sanitize_text(version)
+
+    return {
+        "NODE ID": node_id,
+        "SUGGESTED WALLET DELEGATION": suggested_wallet,
+        "CURRENT WALLET DELEGATION": current_wallet,
+        "SUGGESTED TOTAL STAKE": suggested_total,
+        "CURRENT TOTAL STAKE": current_total,
+        "SUGGESTED SATURATION": suggested_sat,
+        "CURRENT SATURATION": current_sat,
+        "UPTIME": uptime,
+        "VERSION": version,
+        "T&C": bool(accepted_tnc) if accepted_tnc is not None else None,
+        "BINARY": binary_name,
+        "ROLE": role,
+        "WIREGUARD": wg_enabled,
+        "IP ADDRESS": ip_address,
+        "HOSTNAME": hostname,
+        "WSS PORT": wss_port,
+        "MONIKER": moniker,
+        "IDENTITY KEY": identity_key,
+        "BONDING WALLET": bonding_addr,
+        "EXPLORER URL": explorer_url,
+    }
+
+def _sanitize_text(val):
+    """Collapse whitespace, remove control chars, strip pipes that break CSVs."""
+    if val is None:
+        return None
+    s = str(val)
+    s = s.replace("\r", " ").replace("\n", " ").replace("\t", " ")
+    s = re.sub(r"\s+", " ", s)
+    s = s.replace("|", " ")
+    s = "".join(ch for ch in s if ch.isprintable())
+    return s.strip()
+
+def main():
+    args = parse_args()
+    denom = args.denom
+
+    # convert user inputs to uNYM
+    saturation_unym = to_unym(args.saturation, denom)
+    step_unym = to_unym(args.adjustment_step, denom)
+    max_wallet_unym = to_unym(args.max_wallet_delegation, denom)
+
+    node_ids = read_node_ids(args.input)
+
+    # detect duplicates (just report, do not modify order)
+    dups = pd.Series(node_ids).duplicated(keep=False)
+    if dups.any():
+        dup_ids = sorted(set([nid for nid, d in zip(node_ids, dups.tolist()) if d]))
+        print(f"warning: These node IDs are duplicated: {dup_ids}")
+    else:
+        print("There are no duplicated node IDs.")
+
+    # one call for wallet delegations (then map node_id -> wallet amount)
+    print("* * * Fetching wallet delegations * * *")
+    wallet_delegs = fetch_wallet_delegations(args.wallet_address)
+    wallet_map: dict[int, int] = {}
+    for d in wallet_delegs:
+        try:
+            nid = int(d.get("node_id"))
+            amt = int((d.get("amount") or {}).get("amount"))
+        except Exception:
+            continue
+        wallet_map[nid] = wallet_map.get(nid, 0) + amt
+
+    # pull nodes from Spectre (paginated)
+    print("* * * Fetching nodes (Spectre) with pagination * * *")
+    spectre_nodes = fetch_nodes_spectre()
+    nodes_map: dict[int, dict] = {}
+    for n in spectre_nodes:
+        try:
+            nid = int(n.get("node_id"))
+        except Exception:
+            continue
+        nodes_map[nid] = n
+
+    # pull nodes from Validator (paginated)
+    print("* * * Fetching nodes (Validator) with pagination * * *")
+    validator_nodes = fetch_nodes_validator()
+    val_map: dict[int, dict] = {}
+    for n in validator_nodes:
+        try:
+            nid = int(n.get("node_id"))
+        except Exception:
+            continue
+        # do not overwrite spectre if present; keep as fallback
+        if nid not in nodes_map:
+            val_map[nid] = n
+
+    # build rows
+    rows = []
+    for nid in node_ids:
+        try:
+            row = suggest_wallet_delegation(
+                node_id=nid,
+                wallet=args.wallet_address,
+                saturation_unym=saturation_unym,
+                cap_pct=args.stake_cap,
+                step_unym=step_unym,
+                max_wallet_unym=max_wallet_unym,
+                out_denom=denom,
+                nodes_map=nodes_map,
+                val_map=val_map,
+                wallet_map=wallet_map,
+            )
+        except Exception as e:
+            row = {
+                "NODE ID": nid,
+                "SUGGESTED WALLET DELEGATION": 0,
+                "CURRENT WALLET DELEGATION": 0,
+                "SUGGESTED TOTAL STAKE": 0,
+                "CURRENT TOTAL STAKE": 0,
+                "SUGGESTED SATURATION": 0,
+                "CURRENT SATURATION": 0,
+                "UPTIME": None,
+                "VERSION": None,
+                "T&C": None,
+                "BINARY": None,
+                "ROLE": None,
+                "WIREGUARD": None,
+                "IP ADDRESS": None,
+                "HOSTNAME": None,
+                "WSS PORT": None,
+                "MONIKER": None,
+                "IDENTITY KEY": None,
+                "BONDING WALLET": None,
+                "EXPLORER URL": "",
+            }
+            print(f"warning: node {nid}: {e}", file=sys.stderr)
+        rows.append(row)
+
+    df = pd.DataFrame(rows)
+
+    print("\nResult preview:")
+    print(df.to_string(index=False))
+
+    ans = input("\nSave to ./delegations_adjusted.csv ? [y/N]: ").strip().lower()
+    if ans == "y":
+        out_path = Path("./delegations_adjusted.csv")
+        df.to_csv(out_path, index=False)
+        print(f"Saved: {out_path.resolve()}")
+    else:
+        print("Not saved.")
+
+
+if __name__ == "__main__":
+    main()