Drift SDK
alsk1992/CloddsBot
Drift Protocol perpetual futures trading on Solana (direct SDK)
Operate Prism, an autonomous Solana DLMM liquidity agent for Meteora pools.
Install Prism
$ npx skills add irfndi/prism-liquidity-agent --skill prism -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install irfndi/prism-liquidity-agent prism --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/irfndi/prism-liquidity-agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/prism .claude/skills/prism && 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 "prism" agent skill from https://github.com/irfndi/prism-liquidity-agent/tree/main/skills/prism into .claude/skills/prism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism", 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/irfndi/prism-liquidity-agent/tree/main/skills/prismType 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 irfndi/prism-liquidity-agent --skill prism -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install irfndi/prism-liquidity-agent prism --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/irfndi/prism-liquidity-agent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/prism .agents/skills/prism && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "prism" agent skill from https://github.com/irfndi/prism-liquidity-agent/tree/main/skills/prism into .agents/skills/prism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism", 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 irfndi/prism-liquidity-agent --skill prism -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install irfndi/prism-liquidity-agent prism --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/irfndi/prism-liquidity-agent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/prism .cursor/skills/prism && 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 "prism" agent skill from https://github.com/irfndi/prism-liquidity-agent/tree/main/skills/prism into .cursor/skills/prism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism", 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/irfndi/prism-liquidity-agent.git --path skills/prism--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 irfndi/prism-liquidity-agent --skill prism -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install irfndi/prism-liquidity-agent prism --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/irfndi/prism-liquidity-agent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/prism .gemini/skills/prism && 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 "prism" agent skill from https://github.com/irfndi/prism-liquidity-agent/tree/main/skills/prism into .gemini/skills/prism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism", 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 irfndi/prism-liquidity-agent prismInstalls 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 irfndi/prism-liquidity-agent --skill prism -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/irfndi/prism-liquidity-agent.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/prism .github/skills/prism && 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 "prism" agent skill from https://github.com/irfndi/prism-liquidity-agent/tree/main/skills/prism into .github/skills/prism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism", 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 irfndi/prism-liquidity-agent --skill prism -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install irfndi/prism-liquidity-agent prism --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/irfndi/prism-liquidity-agent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/prism .opencode/skills/prism && 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 "prism" agent skill from https://github.com/irfndi/prism-liquidity-agent/tree/main/skills/prism into .opencode/skills/prism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism", 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.
Facts
- Skill name
prism- GitHub stars
- 122
- Token cost
- ~1.5k tokens
- SKILL.md length
- 549 words
- Files
- 7 (incl. scripts, references)
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- MIT
At a glance
Operate Prism, an autonomous Solana DLMM liquidity agent for Meteora pools.
- Works in 5 steps: Fetch pool state and bin array from… → Compute metrics: fee/IL ratio, volume… → Apply decision rules in order → …
- The user asks about prism
- SKILL.md covers When to use, Quick start, Common commands and Decision flow, plus 4 more sections
- Runs Shell scripts from its folder; calls bun; needs HELIUS_API_KEY and WALLET_PRIVATE_KEY
What it does
Prism is an agent skill from irfndi/prism-liquidity-agent. Operate Prism, an autonomous Solana DLMM liquidity agent for Meteora pools. Use when the user asks about "prism", "DLMM", "liquidity agent", "Meteora pools", "rebalance positions", "paper trade Solana", or "start the trading agent".
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `references/agent-runtime.md`, `references/decision-rules.md` and `references/env-vars.md`). Compatibility notes: Requires Bun 1.4+, the prism CLI, and a Helius RPC key.
It sits in Business, Finance & HR, covering Trading and backtesting. It works with Solana. The repository describes itself as: Autonomous LP trading agent - auto-rebalancing with backtested strategies - Currently support Meteora DLMM. The licence is MIT.
When your agent uses it
- The user asks about prism
- Liquidity agent
- Rebalance positions
- Paper trade Solana
Example prompts
- “liquidity agent”
- “Meteora pools”
- “rebalance positions”
- “/prism”
Requirements
- A Bash shell
- A credential in HELIUS_API_KEY
- A credential in WALLET_PRIVATE_KEY
- Compatibility (from SKILL.md): Requires Bun 1.4+, the `prism` CLI, and a Helius RPC key.
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Fetch pool state and bin array from Meteora via Helius RPC.
- Compute metrics: fee/IL ratio, volume authenticity, bin utilization, TVL velocity.
- Apply decision rules in order
- Run risk gates: confidence, max positions, allocation cap, paper validation.
- Execute in paper or live mode.
What it can do on your machine
Read from SKILL.md and the folder at commit d15c63e. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
Ships 2 files in scripts/ (Shell), which the agent can run.
Shell commands in SKILL.md call:
bun
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
HELIUS_API_KEYWALLET_PRIVATE_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Requires Bun 1.4+, the `prism` CLI, and a Helius RPC key.
From compatibility in the SKILL.md frontmatter.
Context cost
Prism loads about 1.5k tokens when it runs, and up to ~3.7k if it reads all its reference files. Until then it costs about 60 tokens; SKILL.md has 549 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.
Safety
Auto-check passed
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); the scripts in this folder are not scanned.
SKILL.md
The full file from irfndi/prism-liquidity-agent at commit d15c63e, republished under its MIT licence (© irfndi). 549 words, ~1,488 tokens.
Download SKILL.mdSave it as
.claude/skills/prism/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.- name
- prism
- description
- Operate Prism, an autonomous Solana DLMM liquidity agent for Meteora pools. Use when the user asks about "prism", "DLMM", "liquidity agent", "Meteora pools", "rebalance positions", "paper trade Solana", or "start the trading agent".
- compatibility
- Requires Bun 1.4+, the `prism` CLI, and a Helius RPC key.
- version
- 0.0.31
- license
- MIT
- author
- irfndi
- homepage
- https://github.com/irfndi/prism-liquidity-agent
- tags
- solana, defi, liquidity, meteora, dlmm, trading-agent
- metadata.chain
- solana
- metadata.protocol
- meteora-dlmm
Prism Liquidity Agent
Prism is an autonomous liquidity agent for Solana Meteora DLMM pools. It runs locally, makes deterministic rebalancing decisions, and can optionally ask a local agent runtime (Hermes via ACP or OpenClaw via Gateway) for a second opinion when running as an agent skill.
When to use
- User asks about liquidity pool management on Solana.
- User wants to check pool health or position performance.
- User needs to rebalance concentrated liquidity positions.
- User mentions Meteora DLMM, fee-IL ratio, volume authenticity, or bin arrays.
- User wants to start, stop, configure, or monitor the Prism trading agent.
Quick start
# Install dependencies
bun install
# Configure (non-interactive)
prism setup --non-interactive --helius-key=$HELIUS_API_KEY
# Start paper trading (default)
prism dev
# Live trading (requires wallet)
export WALLET_PRIVATE_KEY=...
prism devCommon commands
| Command | Purpose |
|---|---|
prism status --json | JSON snapshot for agents/skills |
prism status --message | Markdown summary for messaging apps |
prism dev | Start the trading agent |
prism backtest --days 7 | Run historical simulation |
prism backtest --source replay --days 7 --pools <addr> | Replay on-chain snapshots |
prism wallet show | Show wallet balance |
prism whoami | Show account info |
Decision flow
For each pool on each scan cycle:
- Fetch pool state and bin array from Meteora via Helius RPC.
- Compute metrics: fee/IL ratio, volume authenticity, bin utilization, TVL velocity.
- Apply decision rules in order:
- EXIT — TVL drop, stop-loss, trailing-stop, high volatility, low volume auth.
- REBALANCE — drift > 60%, OOR grace expired, net benefit positive.
- HOLD — existing position with healthy fee/IL ratio.
- ENTER — new pool, strict thresholds (fee/IL > 1.8, auth > 0.8, util > 0.4).
- Run risk gates: confidence, max positions, allocation cap, paper validation.
- Execute in paper or live mode.
Key metrics
- feeIlRatio: Fees earned vs impermanent loss. Target > 1.2 to hold, > 1.8 to enter.
- volumeAuthenticity: 0–1 score filtering wash-traded volume. Skip below 0.7.
- binUtilization: Active bins / total bins. Skip below 0.3.
- tvlVelocity: Recent TVL change. EXIT if drop exceeds 30%.
Risk gates
- Confidence below
CONFIDENCE_THRESHOLD(default 0.65) → reject. - Max open positions reached → reject ENTER.
- Per-pool allocation >
MAX_PER_POOL_ALLOCATION_PCT(default 40%) → cap. - Portfolio drawdown > 10% → pause new entries.
- Stop-loss
STOP_LOSS_PCT(default 15%) triggered → EXIT. - Trailing stop
TRAILING_STOP_PCT(default 10%) from peak → EXIT.
Show full SKILL.md (223 more words)Show less
Agent runtime integration
When Prism runs as a skill under an agent runtime, set AGENTIC_MODE=true.
Prism will:
- Ask the agent runtime to review high-confidence decisions.
- Send periodic check-ins with open positions and portfolio summary.
- Call the agent immediately on ENTER, EXIT, or REBALANCE.
Supported runtimes:
- Hermes:
AGENT_RUNTIME=hermes(ACP over stdio) - OpenClaw:
AGENT_RUNTIME=openclaw(Gateway WebSocket) - Auto-detect:
AGENT_RUNTIME=auto(default)
Pull queries (MCP + HTTP)
When AGENTIC_MODE=true, Prism exposes agent pull interfaces:
- MCP server (stdio): tools
prism_status,prism_positions,prism_decisions,prism_config. Enable withAGENT_MCP_ENABLED=true(disabled by default). - HTTP fallback on
127.0.0.1:AGENT_HTTP_PORT(default0, disabled):GET /status,/positions,/decisions,/config,/health. SetAGENT_HTTP_PORTto a non-zero port to enable.
Agent runtimes can query these on demand instead of waiting for push check-ins.
Runtime-specific skill variants
For tighter integration, install a runtime-specific variant:
skills/prism-openclaw/— OpenClaw-compatible frontmatter, single-line JSON metadata, hourly check-in script.skills/prism-hermes/— Hermes-compatible frontmatter withmetadata.hermes.blueprintfor hourly scheduled checks.
The universal skills/prism/ skill works for both but may not enable runtime-specific features like the Hermes blueprint scheduler.
Messaging apps (Telegram, WhatsApp, Discord, Slack)
Prism does not send messages directly. The agent runtime owns the messaging channel and forwards Prism check-ins/alerts. Use prism status --message to get a short markdown summary formatted for messaging apps.
Files
- references/decision-rules.md — Full decision logic.
- references/meteora-dlmm.md — Meteora DLMM concepts.
- references/env-vars.md — Environment variable reference.
- references/agent-runtime.md — Agent runtime setup guide.
- scripts/prism-status.sh — Helper to fetch status JSON.
© irfndi, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 6 other files (scripts, references) in skills/prism of irfndi/prism-liquidity-agent.
- SKILL.md
- references/agent-runtime.md
- references/decision-rules.md
- references/env-vars.md
- references/meteora-dlmm.md
- scripts/prism-checkin.sh
- scripts/prism-status.sh
Open the folder on GitHubat commit d15c63e
Compare with similar skills
Prism 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 |
|---|---|---|---|---|---|---|
| Prism this skillirfndi/prism-liquidity-agent | 122 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Drift SDKalsk1992/CloddsBot | 2.9k | 1 repos | ~625 | Automated safety check: Pass | MIT | |
| Solana Sniper Botnpc-live/clawfirm | 156 | — | ~913 | Automated safety check: Notes | None | |
| Solana Payments Wallets Tradingnpc-live/clawfirm | 156 | 1 repos | ~4.7k | Automated safety check: Pass | MIT | |
| Copy Tradingagiprolabs/claude-trading-skills | 410 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Gmgn PortfolioGMGNAI/gmgn-skills | 604 | — | ~5.8k | Automated safety check: Notes | MIT |
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More from irfndi/prism-liquidity-agent
Prism Openclaw
irfndi/prism-liquidity-agent
Operate Prism, an autonomous Solana DLMM liquidity agent for Meteora pools, through the OpenClaw Gateway.
Prism Hermes
irfndi/prism-liquidity-agent
Operate Prism, an autonomous Solana DLMM liquidity agent for Meteora pools, through Hermes ACP.
Prism Maintain
irfndi/prism-liquidity-agent
Maintain the Prism codebase: measure cyclomatic complexity, refactor hotspots, and enforce the anti-slop type discipline.
Related
Works with
Categories
Questions about Prism
What does Prism do?
Operate Prism, an autonomous Solana DLMM liquidity agent for Meteora pools. Prism is an agent skill from irfndi/prism-liquidity-agent. Operate Prism, an autonomous Solana DLMM liquidity agent for Meteora pools.
When should I use Prism?
Prism fits situations like: the user asks about prism; liquidity agent; rebalance positions; paper trade Solana.
How do I install Prism in Claude Code?
Run `npx skills add irfndi/prism-liquidity-agent --skill prism -a claude-code`. Or copy the skill folder (skills/prism in irfndi/prism-liquidity-agent) into .claude/skills/prism in your project. Claude Code loads it when a task matches its description.
How do I install Prism in Codex?
Run `npx skills add irfndi/prism-liquidity-agent --skill prism -a codex`. Or copy the skill folder (skills/prism in irfndi/prism-liquidity-agent) into .agents/skills/prism in your project. Codex loads it when a task matches its description.
Can I use Prism in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add irfndi/prism-liquidity-agent --skill prism -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prism, .gemini/skills/prism, .github/skills/prism and .opencode/skills/prism in your project.
What does Prism need to run?
Going by SKILL.md and its folder, Prism needs a shell for the scripts in its folder, the command-line tools its instructions call (bun) and credentials named HELIUS_API_KEY and WALLET_PRIVATE_KEY. Our summary lists: A Bash shell; A credential in HELIUS_API_KEY; A credential in WALLET_PRIVATE_KEY. Compatibility (from SKILL.md): Requires Bun 1.4+, the `prism` CLI, and a Helius RPC key..
Does Prism access the network?
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.
Is Prism safe to install?
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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Prism use?
Prism is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Prism use?
About 1.5k tokens (SKILL.md is roughly 6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.2k tokens, read only when the agent opens those files.
What are the alternatives to Prism?
Skills that share tags, products or a category with Prism: Drift SDK (alsk1992/CloddsBot, 2.9k stars), Solana Sniper Bot (npc-live/clawfirm, 156 stars), Solana Payments Wallets Trading (npc-live/clawfirm, 156 stars) and Copy Trading (agiprolabs/claude-trading-skills, 410 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Prism?
irfndi (a GitHub user) maintains it in irfndi/prism-liquidity-agent, which has 122 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on September 28, 2026.
Source: irfndi/prism-liquidity-agent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.