Predexon Prediction Market Data
BlockRunAI/ClawRouter
Reads structured prediction market data for Polymarket, Kalshi and other venues through a local BlockRun gateway: markets, search, leaderboards, wallet analytics and odds.
Analyzes token vesting and unlock schedules plus project treasury holdings to estimate sell pressure around cliff and linear releases.
$ npx skills add HKUDS/Vibe-Trading --skill token-unlock-treasury -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install HKUDS/Vibe-Trading token-unlock-treasury --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .claude/skills && cp -r skills-src/agent/src/skills/token-unlock-treasury .claude/skills/token-unlock-treasury && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "token-unlock-treasury" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/token-unlock-treasury into .claude/skills/token-unlock-treasury/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "token-unlock-treasury", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/token-unlock-treasuryType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add HKUDS/Vibe-Trading --skill token-unlock-treasury -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install HKUDS/Vibe-Trading token-unlock-treasury --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .agents/skills && cp -r skills-src/agent/src/skills/token-unlock-treasury .agents/skills/token-unlock-treasury && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "token-unlock-treasury" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/token-unlock-treasury into .agents/skills/token-unlock-treasury/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "token-unlock-treasury", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add HKUDS/Vibe-Trading --skill token-unlock-treasury -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install HKUDS/Vibe-Trading token-unlock-treasury --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/agent/src/skills/token-unlock-treasury .cursor/skills/token-unlock-treasury && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "token-unlock-treasury" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/token-unlock-treasury into .cursor/skills/token-unlock-treasury/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "token-unlock-treasury", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/HKUDS/Vibe-Trading.git --path agent/src/skills/token-unlock-treasury--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add HKUDS/Vibe-Trading --skill token-unlock-treasury -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install HKUDS/Vibe-Trading token-unlock-treasury --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/agent/src/skills/token-unlock-treasury .gemini/skills/token-unlock-treasury && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "token-unlock-treasury" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/token-unlock-treasury into .gemini/skills/token-unlock-treasury/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "token-unlock-treasury", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install HKUDS/Vibe-Trading token-unlock-treasuryInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add HKUDS/Vibe-Trading --skill token-unlock-treasury -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .github/skills && cp -r skills-src/agent/src/skills/token-unlock-treasury .github/skills/token-unlock-treasury && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "token-unlock-treasury" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/token-unlock-treasury into .github/skills/token-unlock-treasury/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "token-unlock-treasury", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add HKUDS/Vibe-Trading --skill token-unlock-treasury -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install HKUDS/Vibe-Trading token-unlock-treasury --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/agent/src/skills/token-unlock-treasury .opencode/skills/token-unlock-treasury && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "token-unlock-treasury" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/token-unlock-treasury into .opencode/skills/token-unlock-treasury/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "token-unlock-treasury", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
token-unlock-treasuryAnalyzes token vesting and unlock schedules plus project treasury holdings to estimate sell pressure around cliff and linear releases.
The skill tracks how a crypto token's supply is released and what the project still holds. It classifies standard allocation groups, namely team, seed and later-round investors, ecosystem, treasury, public sale and advisors, with typical shares, lock periods, vesting terms and relative sell-pressure risk for each.
It distinguishes cliff unlocks, linear unlocks and milestone-based unlocks, and sketches an `assess_unlock_impact` function that weighs an unlock's size against circulating supply, daily trading volume and who receives the tokens. A section on historical price behavior around unlocks gives ranges by unlock size, drawn from data the skill says covers 2021 to 2025. The excerpt stops partway through that table, before the treasury tracking material.
7 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 8e43007. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are python).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Token Unlock and Treasury Analysis loads about 2.8k tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 622 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from HKUDS/Vibe-Trading at commit 8e43007, republished under its MIT licence (© HKUDS). 622 words, ~2,811 tokens.
.claude/skills/token-unlock-treasury/SKILL.md (or your agent's skills folder).Track token vesting schedules, upcoming unlock events, and project treasury holdings to forecast sell pressure and assess project sustainability. Token unlocks are one of the most predictable and high-impact supply-side events in crypto — large unlocks consistently create short-term selling pressure.
Standard allocation categories:
| Category | Typical % | Lock Period | Vesting | Sell Pressure Risk |
|---|---|---|---|---|
| Team / Founders | 15-25% | 12-24 months cliff | 2-4 year linear | High (sell to fund lifestyle / diversify) |
| Investors (Seed) | 5-15% | 6-12 months cliff | 1-2 year linear | Very high (VC fund lifecycle: must return capital) |
| Investors (Series A+) | 10-20% | 6-12 months cliff | 1-2 year linear | Very high |
| Ecosystem / Community | 20-40% | Variable | Ongoing emissions | Medium (depends on incentive design) |
| Treasury / Foundation | 10-20% | None (discretionary) | DAO-governed | Low-medium (depends on governance) |
| Public Sale / Airdrop | 5-15% | None | Immediately liquid | Initial dump, then stabilizes |
| Advisors | 2-5% | 6-12 months cliff | 1-2 year linear | Medium |
Cliff unlock:
Linear / continuous unlock:
Milestone-based unlock:
def assess_unlock_impact(unlock_amount, circulating_supply, daily_volume, recipient_type):
"""
Assess the market impact of an upcoming token unlock.
"""
# Unlock as % of circulating supply
supply_pct = unlock_amount / circulating_supply * 100
# Unlock as multiple of daily volume
volume_multiple = unlock_amount / daily_volume
# Base impact score
if supply_pct > 10:
base_impact = "critical" # >10% of supply = very high impact
elif supply_pct > 5:
base_impact = "high"
elif supply_pct > 2:
base_impact = "medium"
elif supply_pct > 0.5:
base_impact = "low"
else:
base_impact = "negligible"
# Adjust for recipient type (who receives the tokens)
recipient_multiplier = {
"team": 0.7, # Team sells ~70% within 6 months historically
"investor_seed": 0.8, # VCs must return capital, sell aggressively
"investor_later": 0.6,
"ecosystem": 0.3, # Ecosystem tokens often re-staked or used
"treasury": 0.2, # Treasury rarely dumps (governance constraints)
"community": 0.5, # Mixed behavior
}
effective_sell_pressure = supply_pct * recipient_multiplier.get(recipient_type, 0.5)
# Volume absorption capacity
if volume_multiple > 5:
absorption = "illiquid" # Market cannot absorb easily
elif volume_multiple > 2:
absorption = "difficult"
elif volume_multiple > 0.5:
absorption = "manageable"
else:
absorption = "easily_absorbed"
return {
"supply_impact_pct": supply_pct,
"base_impact": base_impact,
"effective_sell_pct": effective_sell_pressure,
"volume_absorption": absorption,
}Empirical observations (2021-2025 data):
| Unlock Size (% of circ.) | Pre-unlock (7d) | Post-unlock (7d) | Post-unlock (30d) |
|---|---|---|---|
| >10% | -8 to -15% | -5 to -20% | -10 to -30% (often no recovery) |
| 5-10% | -3 to -8% | -3 to -10% | Mixed (depends on market regime) |
| 2-5% | -1 to -5% | -2 to -5% | Usually recovers within 30d |
| <2% | Minimal | -1 to -3% | Negligible long-term impact |
Key patterns:
Treasury assessment framework:
treasury_health = {
"total_value_usd": 500_000_000, # Total treasury value
"runway_months": 36, # Treasury / monthly burn
"diversification": {
"native_token_pct": 60, # % held in own token (risky)
"stablecoins_pct": 25, # USDC/USDT/DAI (safe)
"eth_btc_pct": 10, # Blue-chip crypto
"other_pct": 5, # Other assets
},
"monthly_burn_usd": 5_000_000, # Operating expenses per month
"revenue_coverage": 0.6, # Revenue / burn ratio
}
def treasury_signal(health):
# Runway assessment
if health["runway_months"] < 12:
runway_signal = "critical" # Less than 1 year of funding
elif health["runway_months"] < 24:
runway_signal = "concerning"
else:
runway_signal = "healthy"
# Diversification assessment
native_pct = health["diversification"]["native_token_pct"]
if native_pct > 80:
diversity_signal = "concentrated_risk" # Treasury value crashes with token price
elif native_pct > 50:
diversity_signal = "moderate_risk"
else:
diversity_signal = "diversified" # Healthy treasury management
# Revenue sustainability
if health["revenue_coverage"] > 1.0:
revenue_signal = "self_sustaining" # Revenue covers all expenses
elif health["revenue_coverage"] > 0.5:
revenue_signal = "partially_funded"
else:
revenue_signal = "treasury_dependent" # Fully reliant on treasury
return runway_signal, diversity_signal, revenue_signalRed flags in treasury management:
def emission_analysis(token):
"""Analyze ongoing token emission sustainability."""
# Monthly emission rate
monthly_new_tokens = token.monthly_unlock + token.staking_rewards + token.mining_rewards
monthly_emission_pct = monthly_new_tokens / token.circulating_supply * 100
# Inflation-adjusted real yield
staking_yield_nominal = token.staking_apy
inflation_rate = monthly_emission_pct * 12 # Annualized
real_yield = staking_yield_nominal - inflation_rate
# Assessment
if monthly_emission_pct > 5:
emission_verdict = "hyperinflation" # Unsustainable
elif monthly_emission_pct > 2:
emission_verdict = "high_inflation" # Significant dilution
elif monthly_emission_pct > 0.5:
emission_verdict = "moderate" # Manageable
else:
emission_verdict = "low_emission" # Minimal dilution
if real_yield < 0:
yield_verdict = "negative_real_yield" # Staking rewards < inflation = value destruction
else:
yield_verdict = "positive_real_yield"
return emission_verdict, yield_verdict, real_yieldTier 1 protocols to track:
| Protocol | Token | Key Unlock Events | Data Source |
|---|---|---|---|
| Solana | SOL | Foundation + early investor unlocks | Token Unlocks |
| Aptos | APT | Monthly investor/team unlocks | Token Unlocks |
| Arbitrum | ARB | Massive team + investor cliff (Mar 2025) | Token Unlocks |
| Sui | SUI | Investor and contributor unlocks | Token Unlocks |
| Celestia | TIA | Investor cliff unlock | Token Unlocks |
| Starknet | STRK | Large early investor vesting | Token Unlocks |
| Optimism | OP | Ongoing core contributor vesting | Token Unlocks |
| dYdX | DYDX | Trading rewards + team vesting | Token Unlocks |
Data sources:
## Token Unlock & Treasury Analysis — [Protocol/Token]
### Tokenomics Overview
- **Total supply**: X,XXX,XXX,XXX
- **Circulating supply**: X,XXX,XXX,XXX (X% of total)
- **Fully diluted valuation (FDV)**: $X.XB
- **Market cap / FDV ratio**: X.X% (lower = more future dilution)
### Upcoming Unlocks (next 90 days)
| Date | Amount | % of Circ. | Recipient | Impact |
|------|--------|-----------|-----------|--------|
| YYYY-MM-DD | X,XXX,XXX | X.X% | Team | High |
| YYYY-MM-DD | X,XXX,XXX | X.X% | Investor | Medium |
### Emission Rate
- **Monthly new supply**: X.X% of circulating
- **Annualized inflation**: X.X%
- **Staking nominal yield**: X.X%
- **Real yield (yield - inflation)**: X.X%
- **Verdict**: [hyperinflation / high / moderate / low]
### Treasury Health
- **Total value**: $XXX M
- **Composition**: X% native token, X% stablecoins, X% ETH/BTC
- **Monthly burn**: $X.X M
- **Runway**: XX months
- **Revenue coverage**: X.X%
- **Diversification risk**: [concentrated / moderate / diversified]
### Sell Pressure Forecast
- **Next 30 days**: [X tokens unlocking → $X.XM at current price → X days of volume]
- **Next 90 days**: [summary]
- **Absorption capacity**: [easily / manageable / difficult / illiquid]
### Signal
- **Short-term (pre-unlock)**: [avoid / reduce / hold / accumulate]
- **Medium-term (post-unlock)**: [recovery expected / persistent pressure / unclear]
- **Long-term (tokenomics health)**: [sustainable / concerning / unsustainable]© HKUDS, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in agent/src/skills/token-unlock-treasury of HKUDS/Vibe-Trading.
Open the folder on GitHubat commit 8e43007
Token Unlock and Treasury Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Token Unlock and Treasury Analysis this skillHKUDS/Vibe-Trading | 35k | — | ~2.8k | Automated safety check: Pass | MIT | |
| Predexon Prediction Market DataBlockRunAI/ClawRouter | 6.6k | — | ~4.7k | Automated safety check: Pass | MIT | |
| Futu OpenAPI Market and Trading Assistantqusong0627/QuantMind | 1.7k | — | ~3.3k | Automated safety check: Notes | AGPL-3.0 | |
| Alpha Vantageagent-skills-hub/agent-skills-hub | 112 | 2 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Technical Analysttradermonty/claude-trading-skills | 3k | 4 repos | ~4.6k | Automated safety check: Pass | MIT | |
| Strategy Performance Reporttradesdontlie/tradingview-mcp | 6.8k | 2 repos | ~591 | Automated safety check: Pass | Custom licence |
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Categories
Analyzes token vesting and unlock schedules plus project treasury holdings to estimate sell pressure around cliff and linear releases. The skill tracks how a crypto token's supply is released and what the project still holds. It classifies standard allocation groups, namely team, seed and later-round investors, ecosystem, treasury, public sale and advisors, with typical shares, lock periods, vesting terms and relative sell-pressure risk for each.
Token Unlock and Treasury Analysis fits situations like: checking an upcoming token unlock before buying or holding a token; estimating sell pressure from a vesting cliff or a linear release; assessing a project's treasury holdings and diversification; comparing how team, investor and ecosystem allocations vest.
Run `npx skills add HKUDS/Vibe-Trading --skill token-unlock-treasury -a claude-code`. Or copy the skill folder (agent/src/skills/token-unlock-treasury in HKUDS/Vibe-Trading) into .claude/skills/token-unlock-treasury in your project. Claude Code loads it when a task matches its description.
Run `npx skills add HKUDS/Vibe-Trading --skill token-unlock-treasury -a codex`. Or copy the skill folder (agent/src/skills/token-unlock-treasury in HKUDS/Vibe-Trading) into .agents/skills/token-unlock-treasury in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add HKUDS/Vibe-Trading --skill token-unlock-treasury -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/token-unlock-treasury, .gemini/skills/token-unlock-treasury, .github/skills/token-unlock-treasury and .opencode/skills/token-unlock-treasury in your project.
SKILL.md names no scripts, command-line tools or credentials: Token Unlock and Treasury Analysis is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Token Unlock and Treasury Analysis is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.8k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Token Unlock and Treasury Analysis: Predexon Prediction Market Data (BlockRunAI/ClawRouter, 6.6k stars), Futu OpenAPI Market and Trading Assistant (qusong0627/QuantMind, 1.7k stars), Alpha Vantage (agent-skills-hub/agent-skills-hub, 112 stars) and Technical Analyst (tradermonty/claude-trading-skills, 3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
HKUDS (a GitHub organization) maintains it in HKUDS/Vibe-Trading, which has 35,163 GitHub stars. The repository holds 89 skills in this directory. The repository was last updated on October 10, 2026.
Source: HKUDS/Vibe-Trading on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.