Code Quality Gate
fengshao1227/ccg-workflow
Scans code for complexity, long functions, duplicated blocks, naming problems and code smells with a Node script, then reports and suggests refactors.
Maintain the Prism codebase: measure cyclomatic complexity, refactor hotspots, and enforce the anti-slop type discipline.
Install Prism Maintain
$ npx skills add irfndi/prism-liquidity-agent --skill prism-maintain -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install irfndi/prism-liquidity-agent prism-maintain --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-maintain .claude/skills/prism-maintain && 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-maintain" agent skill from https://github.com/irfndi/prism-liquidity-agent/tree/main/skills/prism-maintain into .claude/skills/prism-maintain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism-maintain", 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/prism-maintainType 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-maintain -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install irfndi/prism-liquidity-agent prism-maintain --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-maintain .agents/skills/prism-maintain && 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-maintain" agent skill from https://github.com/irfndi/prism-liquidity-agent/tree/main/skills/prism-maintain into .agents/skills/prism-maintain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism-maintain", 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-maintain -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install irfndi/prism-liquidity-agent prism-maintain --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-maintain .cursor/skills/prism-maintain && 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-maintain" agent skill from https://github.com/irfndi/prism-liquidity-agent/tree/main/skills/prism-maintain into .cursor/skills/prism-maintain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism-maintain", 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-maintain--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-maintain -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install irfndi/prism-liquidity-agent prism-maintain --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-maintain .gemini/skills/prism-maintain && 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-maintain" agent skill from https://github.com/irfndi/prism-liquidity-agent/tree/main/skills/prism-maintain into .gemini/skills/prism-maintain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism-maintain", 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 prism-maintainInstalls 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-maintain -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-maintain .github/skills/prism-maintain && 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-maintain" agent skill from https://github.com/irfndi/prism-liquidity-agent/tree/main/skills/prism-maintain into .github/skills/prism-maintain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism-maintain", 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-maintain -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-maintain --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-maintain .opencode/skills/prism-maintain && 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-maintain" agent skill from https://github.com/irfndi/prism-liquidity-agent/tree/main/skills/prism-maintain into .opencode/skills/prism-maintain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism-maintain", 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-maintain- GitHub stars
- 123
- Token cost
- ~1k tokens
- SKILL.md length
- 362 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- MIT
At a glance
Maintain the Prism codebase: measure cyclomatic complexity, refactor hotspots, and enforce the anti-slop type discipline.
- Works in 5 steps: Measure the touched functions, rank by… → Report hotspots with numbers BEFORE… → Refactor worst first, one function at a… → …
- The user asks about complexity
- SKILL.md covers Complexity gates (project…, Workflow (mandatory), Refactor tactics (preference… and When NOT to split, plus 1 more section
- Calls bun and bunx
What it does
Prism Maintain is an agent skill from irfndi/prism-liquidity-agent. Maintain the Prism codebase: measure cyclomatic complexity, refactor hotspots, and enforce the anti-slop type discipline. Use when the user asks about "complexity", "refactor", "hotspot", "maintainability", "code health", "anti-slop", "lint rules", or "clean up" the Prism repo.
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Requires Bun 1.4+ and oxlint with the vendored anti-slop plugin.
It sits in Writing & Content, covering Humanizing AI text, Code quality and Refactoring. 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 complexity
- Maintainability
- Clean up the Prism repo
Example prompts
- “complexity”
- “refactor”
- “hotspot”
- “/prism-maintain”
Requirements
- Compatibility (from SKILL.md): Requires Bun 1.4+ and oxlint with the vendored anti-slop plugin.
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Measure the touched functions, rank by CCN descending.
- Report hotspots with numbers BEFORE touching anything.
- Refactor worst first, one function at a time.
- Re-measure; close with the report table below.
- Verify: bun run lint, bun run format, full bun run test green with
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
Shell commands in SKILL.md call:
bunbunx
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
github.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Requires Bun 1.4+ and oxlint with the vendored anti-slop plugin.
From compatibility in the SKILL.md frontmatter.
Context cost
Prism Maintain loads about 1k tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 362 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); files beside SKILL.md are not scanned.
SKILL.md
The full file from irfndi/prism-liquidity-agent at commit d15c63e, republished under its MIT licence (© irfndi). 362 words, ~1,037 tokens.
Download SKILL.mdSave it as
.claude/skills/prism-maintain/SKILL.md (or your agent's skills folder).- name
- prism-maintain
- description
- Maintain the Prism codebase: measure cyclomatic complexity, refactor hotspots, and enforce the anti-slop type discipline. Use when the user asks about "complexity", "refactor", "hotspot", "maintainability", "code health", "anti-slop", "lint rules", or "clean up" the Prism repo.
- compatibility
- Requires Bun 1.4+ and oxlint with the vendored anti-slop plugin.
- version
- 0.1.0
- license
- MIT
- author
- irfndi
- homepage
- https://github.com/irfndi/prism-liquidity-agent
- tags
- typescript, effect-ts, refactoring, complexity, lint, maintainability
Prism Code Maintenance
Measure complexity, refactor hotspots, keep the code human-maintainable.
Methodology adapted from
saurabhkumar8112/cyclomatic-complexity-skill
(Apache-2.0); type discipline enforced by the vendored
dmmulroy/anti-slop v0.1.2 plugin in
tools/oxlint/anti-slop/.
Complexity gates (project config wins)
bun run lint enforces complexity: max 10 as an error via oxlint
(type-aware — it is the authoritative measure for this Effect-TS codebase;
line-counters like lizard mis-parse Effect.gen chains and report phantom
CCN 50+ on 15-line functions, so never act on lizard numbers here).
Bands: 1–6 fine · 7–10 watch (refactor only if touching the function anyway) · 11+ must split before merge (lint fails).
Watch-band probe (never commit this config):
sed '"'"'s/"max": 10/"max": 6/'"'"' .oxlintrc.json > .oxlint-cc6.json
bunx oxlint --config .oxlint-cc6.json engine ops bench cli
rm .oxlint-cc6.jsonWorkflow (mandatory)
- Measure the touched functions, rank by CCN descending.
- Report hotspots with numbers BEFORE touching anything.
- Refactor worst first, one function at a time.
- Re-measure; close with the report table below.
- Verify:
bun run lint,bun run format, fullbun run testgreen with ZERO test edits (unchanged tests passing is the behavior proof).
## Complexity report
| Function | Before | After |
|----------|--------|-------|
| runPoolEntryGates | 11 | 9 |
Extracted: isSafetyBinsSkippable, snapshotPriceDrift
Behavior verified: full suite green, no test editsRefactor tactics (preference order)
- Guard clauses — invert, return early, kill nesting.
- Extract function — name for WHAT, not how.
- Lookup table / map over if-else chains.
- Named predicates —
isPositiveFiniteApr(x)beats boolean soup. - Lookup before polymorphism: Effect code dispatches via Layers and tagged unions, not class hierarchies.
continueover nestedifin loops.
Hard rules: preserve behavior · never game the metric (a dense one-liner hiding 6 branches is worse than the honest chain) · never break exported signatures without asking · one responsibility per function.
Show full SKILL.md (116 more words)Show less
When NOT to split
- Numbered risk-gate chains (
engine/risk-service.ts): sequential early-return blocks are the documented convention (AGENTS.md) — splitting scatters the gate narrative. - Single decision-loop
Effect.genblocks (engine/program.ts): splitting obscures per-cycle sequencing; extract pure predicates instead. - Agent-overlay handlers and network retry logic in untouched domains.
Anti-slop plugin (vendored v0.1.2 parity)
Source: tools/oxlint/anti-slop/ (.ts sources + index.mjs bundles +
upstream *.test.ts contracts, which need oxlint/plugins-dev to execute).
Rebuild bundles after any source change — never hand-edit .mjs:
bun build tools/oxlint/anti-slop/index.ts --outfile tools/oxlint/anti-slop/index.mjs
bun build tools/oxlint/anti-slop/effect/index.ts --outfile tools/oxlint/anti-slop/effect/index.mjsRules that most often bite: no-known-value-widening (open-dict
annotations — prefer finite type contracts, satisfies, accumulators, or
Map), require-safety-comment-for-type-assertion (every as needs a
SAFETY: justification with non-empty text), no-unknown-parameters /
no-unknown-returns (parse at the boundary, return named domain types).
Never suppress or weaken a rule — fix the code.
© 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
Just SKILL.md in skills/prism-maintain of irfndi/prism-liquidity-agent.
Open the folder on GitHubat commit d15c63e
Compare with similar skills
Prism Maintain 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 Maintain this skillirfndi/prism-liquidity-agent | 123 | — | ~1k | Automated safety check: Pass | MIT | |
| Code Quality Gatefengshao1227/ccg-workflow | 5.9k | — | ~593 | Automated safety check: Notes | MIT | |
| DeslopMrZoyo/deslop-GPT | 137 | — | ~4k | Automated safety check: Pass | MIT | |
| Deslopsanity-io/sanity | 6.4k | 6 repos | ~180 | Automated safety check: Pass | MIT | |
| Uncle Bob Craftsickn33/agentic-awesome-skills | 47k | 2 repos | ~2.6k | Automated safety check: Pass | MIT | |
| AI Indexmizchi/skills | 359 | — | ~3.6k | Automated safety check: Pass | None |
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sanity-io/sanity
Remove AI-generated code slop and clean up code style. An agent skill from sanity-io/sanity.
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sickn33/agentic-awesome-skills
A skill your agent uses when performing code review, writing or refactoring code, or discussing architecture; complements clean-code and does not replace project linter/formatter.
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Related
Categories
Questions about Prism Maintain
What does Prism Maintain do?
Maintain the Prism codebase: measure cyclomatic complexity, refactor hotspots, and enforce the anti-slop type discipline. Prism Maintain is an agent skill from irfndi/prism-liquidity-agent. Maintain the Prism codebase: measure cyclomatic complexity, refactor hotspots, and enforce the anti-slop type discipline.
When should I use Prism Maintain?
Prism Maintain fits situations like: the user asks about complexity; maintainability; clean up the Prism repo.
How do I install Prism Maintain in Claude Code?
Run `npx skills add irfndi/prism-liquidity-agent --skill prism-maintain -a claude-code`. Or copy the skill folder (skills/prism-maintain in irfndi/prism-liquidity-agent) into .claude/skills/prism-maintain in your project. Claude Code loads it when a task matches its description.
How do I install Prism Maintain in Codex?
Run `npx skills add irfndi/prism-liquidity-agent --skill prism-maintain -a codex`. Or copy the skill folder (skills/prism-maintain in irfndi/prism-liquidity-agent) into .agents/skills/prism-maintain in your project. Codex loads it when a task matches its description.
Can I use Prism Maintain 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-maintain -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-maintain, .gemini/skills/prism-maintain, .github/skills/prism-maintain and .opencode/skills/prism-maintain in your project.
What does Prism Maintain need to run?
Going by SKILL.md and its folder, Prism Maintain needs the command-line tools its instructions call (bun and bunx). Compatibility (from SKILL.md): Requires Bun 1.4+ and oxlint with the vendored anti-slop plugin..
Does Prism Maintain access the network?
SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.
Is Prism Maintain 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. Review the folder before installing.
What licence does Prism Maintain use?
Prism Maintain 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 Maintain use?
About 1k tokens (SKILL.md is roughly 4.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Prism Maintain?
Skills that share tags, products or a category with Prism Maintain: Code Quality Gate (fengshao1227/ccg-workflow, 5.9k stars), Deslop (MrZoyo/deslop-GPT, 137 stars), Deslop (sanity-io/sanity, 6.4k stars) and Uncle Bob Craft (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Prism Maintain?
irfndi (a GitHub user) maintains it in irfndi/prism-liquidity-agent, which has 123 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.