Install Anti-Slop Oxlint Rules
dmmulroy/anti-slop
Installs, updates or migrates the vendored anti-slop Oxlint plugin in a repository, keeping local rule changes and the plugin's license and provenance files.
Validate discoverability invariants of memory index.md and archive/superseded-decisions.archive.md.
Install Memory Index Lint
$ npx skills add digipulse-engineering/GAAI-framework --skill memory-index-lint -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install digipulse-engineering/GAAI-framework memory-index-lint --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/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.gaai/core/skills/cross/memory-index-lint .claude/skills/memory-index-lint && 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 "memory-index-lint" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/memory-index-lint into .claude/skills/memory-index-lint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-index-lint", 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/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/memory-index-lintType 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 digipulse-engineering/GAAI-framework --skill memory-index-lint -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install digipulse-engineering/GAAI-framework memory-index-lint --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.gaai/core/skills/cross/memory-index-lint .agents/skills/memory-index-lint && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "memory-index-lint" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/memory-index-lint into .agents/skills/memory-index-lint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-index-lint", 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 digipulse-engineering/GAAI-framework --skill memory-index-lint -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install digipulse-engineering/GAAI-framework memory-index-lint --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.gaai/core/skills/cross/memory-index-lint .cursor/skills/memory-index-lint && 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 "memory-index-lint" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/memory-index-lint into .cursor/skills/memory-index-lint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-index-lint", 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/digipulse-engineering/GAAI-framework.git --path .gaai/core/skills/cross/memory-index-lint--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 digipulse-engineering/GAAI-framework --skill memory-index-lint -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install digipulse-engineering/GAAI-framework memory-index-lint --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.gaai/core/skills/cross/memory-index-lint .gemini/skills/memory-index-lint && 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 "memory-index-lint" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/memory-index-lint into .gemini/skills/memory-index-lint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-index-lint", 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 digipulse-engineering/GAAI-framework memory-index-lintInstalls 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 digipulse-engineering/GAAI-framework --skill memory-index-lint -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .github/skills && cp -r skills-src/.gaai/core/skills/cross/memory-index-lint .github/skills/memory-index-lint && 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 "memory-index-lint" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/memory-index-lint into .github/skills/memory-index-lint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-index-lint", 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 digipulse-engineering/GAAI-framework --skill memory-index-lint -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install digipulse-engineering/GAAI-framework memory-index-lint --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.gaai/core/skills/cross/memory-index-lint .opencode/skills/memory-index-lint && 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 "memory-index-lint" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/memory-index-lint into .opencode/skills/memory-index-lint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-index-lint", 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
memory-index-lint- GitHub stars
- 163
- Token cost
- ~1.7k tokens
- SKILL.md length
- 676 words
- Files
- 1
- Skills in repo
- 51
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Validate discoverability invariants of memory index.md and archive/superseded-decisions.archive.md.
- Works in 5 steps: Table column consistency. For every… → Active ↔ archive symmetry. Every DEC ID… → DEC frontmatter source-of-truth. For… → …
- Tasks that involve Linting and formatting
- SKILL.md covers Purpose / When to Activate, Two execution paths, Worktree + parallel safety and Quality Checks, plus 2 more sections
- Calls python3 and claude
What it does
Memory Index Lint is an agent skill from digipulse-engineering/GAAI-framework. Validate discoverability invariants of memory index.md and archive/superseded-decisions.archive.md. Tool-agnostic L3 prompt + capability-dependent L4 script. Detects table corruption, dangling/orphan supersession pointers, frontmatter inconsistencies, missing affordance signals.
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: L3 prompt = any filesystem-based AI coding agent ; L4 script requires Python 3.9+ + Bash access
It sits in Development, covering Linting and formatting. The repository describes itself as: Turns AI coding tools into reliable software delivery systems. Drop a .gaai/ folder into any project — Discovery defines what to build, Delivery executes autonomously until…
When your agent uses it
- Tasks that involve Linting and formatting
Example prompts
- “/memory-index-lint”
Requirements
- Python 3
- Compatibility (from SKILL.md): L3 prompt = any filesystem-based AI coding agent ; L4 script requires Python 3.9+ + Bash access
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Table column consistency. For every Markdown table in index.md and the archive, every row has the same number of |-delimited cells. If a…
- Active ↔ archive symmetry. Every DEC ID in the "Superseded (archived)" pointer table of index.md MUST have exactly one matching row…
- DEC frontmatter source-of-truth. For every DEC referenced in the archive index, read decisions/DEC-XX.md frontmatter and verify
- Path stability. Every DEC referenced in active index OR archive index has its file at decisions/DEC-XX.md on disk. Exception: a DEC ID may…
- Supersedeur backlink (V2 — soft check V1). For every supersession edge DEC-X → DEC-Y, the supersedeur DEC-Y's frontmatter should declare…
What it can do on your machine
Read from SKILL.md and the folder at commit a26ea7a. 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:
python3claude
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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
L3 prompt = any filesystem-based AI coding agent ; L4 script requires Python 3.9+ + Bash access
From compatibility in the SKILL.md frontmatter.
Context cost
Memory Index Lint loads about 1.7k tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 676 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 676 words (~1,668 tokens).
“Validate that index.md and archive/superseded-decisions.archive.md satisfy the discoverability invariants required for AI agents to reliably navigate the memory corpus without missing context.”
- name
- memory-index-lint
- compatibility
- L3 prompt = any filesystem-based AI coding agent ; L4 script requires Python 3.9+ + Bash access
- license
- ELv2
- metadata.author
- gaai-framework
- metadata.version
- 1.0
- metadata.category
- cross
- metadata.track
- cross-cutting
- metadata.id
- SKILL-MEMORY-INDEX-LINT-001
- metadata.updated_at
- 2026-05-08
- metadata.status
- stable
- inputs
- contexts/memory/index.md, contexts/memory/archive/superseded-decisions.archive.md, contexts/memory/decisions/DEC-*.md (frontmatters only)
- outputs
- lint_report (inline summary of violations + soft warnings)
Files
Just SKILL.md in .gaai/core/skills/cross/memory-index-lint of digipulse-engineering/GAAI-framework.
Open the folder on GitHubat commit a26ea7a
Compare with similar skills
Memory Index Lint 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 |
|---|---|---|---|---|---|---|
| Memory Index Lint this skilldigipulse-engineering/GAAI-framework | 163 | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| Install Anti-Slop Oxlint Rulesdmmulroy/anti-slop | 5.3k | 1 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Summarise Ecosystem Resultsastral-sh/ruff | 50k | 1 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Minimizing Ty Ecosystem Changesastral-sh/ruff | 50k | — | ~4.6k | Automated safety check: Pass | MIT | |
| Babysit PR To Pass CIsgl-project/sglang | 37k | 2 repos | ~3k | Automated safety check: Pass | Apache-2.0 | |
| Rust Best Practicesfarm-fe/farm | 5.6k | 3 repos | ~1.1k | Automated safety check: Pass | MIT |
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A skill your agent uses when a user says "minimize this ty ecosystem change", "reproduce this ecosystem result", "investigate a primer difference", "investigate a mypyprimer difference"…
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Start and persistently pursue a goal to babysit an SGLang pull request until selected GitHub Actions workflows pass on the latest PR head.
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Guide for writing idiomatic Rust code based on Apollo GraphQL's best practices handbook.
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Related
Categories
Questions about Memory Index Lint
What does Memory Index Lint do?
Validate discoverability invariants of memory index.md and archive/superseded-decisions.archive.md. Memory Index Lint is an agent skill from digipulse-engineering/GAAI-framework.md.
When should I use Memory Index Lint?
Memory Index Lint fits situations like: tasks that involve Linting and formatting.
How do I install Memory Index Lint in Claude Code?
Run `npx skills add digipulse-engineering/GAAI-framework --skill memory-index-lint -a claude-code`. Or copy the skill folder (.gaai/core/skills/cross/memory-index-lint in digipulse-engineering/GAAI-framework) into .claude/skills/memory-index-lint in your project. Claude Code loads it when a task matches its description.
How do I install Memory Index Lint in Codex?
Run `npx skills add digipulse-engineering/GAAI-framework --skill memory-index-lint -a codex`. Or copy the skill folder (.gaai/core/skills/cross/memory-index-lint in digipulse-engineering/GAAI-framework) into .agents/skills/memory-index-lint in your project. Codex loads it when a task matches its description.
Can I use Memory Index Lint 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 digipulse-engineering/GAAI-framework --skill memory-index-lint -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memory-index-lint, .gemini/skills/memory-index-lint, .github/skills/memory-index-lint and .opencode/skills/memory-index-lint in your project.
What does Memory Index Lint need to run?
Going by SKILL.md and its folder, Memory Index Lint needs the command-line tools its instructions call (python3 and claude). Our summary lists: Python 3. Compatibility (from SKILL.md): L3 prompt = any filesystem-based AI coding agent ; L4 script requires Python 3.9+ + Bash access.
Does Memory Index Lint 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 Memory Index Lint 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 Memory Index Lint use?
Memory Index Lint has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Memory Index Lint use?
About 1.7k tokens (SKILL.md is roughly 6.7k 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 Memory Index Lint?
Skills that share tags, products or a category with Memory Index Lint: Install Anti-Slop Oxlint Rules (dmmulroy/anti-slop, 5.3k stars), Summarise Ecosystem Results (astral-sh/ruff, 50k stars), Minimizing Ty Ecosystem Changes (astral-sh/ruff, 50k stars) and Babysit PR To Pass CI (sgl-project/sglang, 37k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Memory Index Lint?
digipulse-engineering (a GitHub organization) maintains it in digipulse-engineering/GAAI-framework, which has 163 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on September 29, 2026.
Source: digipulse-engineering/GAAI-framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.