Indexability
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing a site for accidental noindex directives, investigating why important pages are not appearing in Google Search, or reviewing CMS settings that control indexing…
Compact verbose memory index / registry files to pointer-only form.
Custom licenceAuto-check passed
Install Memory Index Compact
$ npx skills add digipulse-engineering/GAAI-framework --skill memory-index-compact -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install digipulse-engineering/GAAI-framework memory-index-compact --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-compact .claude/skills/memory-index-compact && 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-compact" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/memory-index-compact into .claude/skills/memory-index-compact/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-index-compact", 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-compactType 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-compact -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install digipulse-engineering/GAAI-framework memory-index-compact --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-compact .agents/skills/memory-index-compact && 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-compact" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/memory-index-compact into .agents/skills/memory-index-compact/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-index-compact", 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-compact -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install digipulse-engineering/GAAI-framework memory-index-compact --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-compact .cursor/skills/memory-index-compact && 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-compact" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/memory-index-compact into .cursor/skills/memory-index-compact/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-index-compact", 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-compact--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-compact -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install digipulse-engineering/GAAI-framework memory-index-compact --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-compact .gemini/skills/memory-index-compact && 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-compact" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/memory-index-compact into .gemini/skills/memory-index-compact/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-index-compact", 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-compactInstalls 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-compact -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-compact .github/skills/memory-index-compact && 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-compact" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/memory-index-compact into .github/skills/memory-index-compact/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-index-compact", 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-compact -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-compact --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-compact .opencode/skills/memory-index-compact && 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-compact" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/memory-index-compact into .opencode/skills/memory-index-compact/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-index-compact", 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-compact- GitHub stars
- 163
- Token cost
- ~1.8k tokens
- SKILL.md length
- 740 words
- Files
- 1
- Skills in repo
- 55
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Compact verbose memory index / registry files to pointer-only form.
- Works in 7 steps: Identify target file. Read the registry.… → Measure baseline. Record current size in… → Triage rows. For each row > 200 chars,… → …
- SKILL.md covers Purpose / When to Activate, Core principle — index = pointer, Process and Outputs, plus 3 more sections
- Calls git
What it does
Memory Index Compact is an agent skill from digipulse-engineering/GAAI-framework. Compact verbose memory index / registry files to pointer-only form. Activate when an index file (index.md, index-decisions.md, or any sibling registry table) breaches the file-size budget OR shows substance-duplication drift. Distinct from memory-compact (which targets content categories) and memory-archive-superseded (which migrates superseded rows to archive).
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Works with any filesystem-based AI coding agent
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…
Example prompts
- “/memory-index-compact”
Requirements
- Compatibility (from SKILL.md): Works with any filesystem-based AI coding agent
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Identify target file. Read the registry. Confirm it is an index (rows = pointers, not content). Skip if file is substantive content with…
- Measure baseline. Record current size in chars. Note the budget (typically 40k for memory index files — check…
- Triage rows. For each row > 200 chars, classify content per the « keep / dégage » heuristic
- Compact the row. Rewrite in the target form
- Compact narrative sections. Same principle for non-table prose
- Verify no information loss. Before any cut, confirm the dropped content lives in another source-of-truth file. If a row's content does NOT…
- Update budget tracking. If the post-commit hook flagged the breach, verify new size is ≤ budget. Re-run the hook locally if available.
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:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
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
Works with any filesystem-based AI coding agent
From compatibility in the SKILL.md frontmatter.
Context cost
Memory Index Compact loads about 1.8k tokens when it runs. Until then it costs about 96 tokens; SKILL.md has 740 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 740 words (~1,773 tokens).
- name
- memory-index-compact
- compatibility
- Works with any filesystem-based AI coding agent
- license
- ELv2
- metadata.author
- gaai-framework
- metadata.version
- 1.0
- metadata.category
- cross
- metadata.track
- cross-cutting
- metadata.id
- SKILL-MEMORY-INDEX-COMPACT-001
- metadata.updated_at
- 2026-05-28
- metadata.status
- stable
- inputs
- contexts/memory/index.md, contexts/memory/index-*.md, any sibling registry table (archive/*.archive.md indexes)
- outputs
- contexts/memory/index.md (updated — pointer-only rows), contexts/memory/index-*.md (updated)
Files
Just SKILL.md in .gaai/core/skills/cross/memory-index-compact of digipulse-engineering/GAAI-framework.
Open the folder on GitHubat commit a26ea7a
Compare with similar skills
Memory Index Compact 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 Compact this skilldigipulse-engineering/GAAI-framework | 163 | — | ~1.8k | Automated safety check: Pass | Custom licence | |
| Indexabilitythedaviddias/Front-End-Checklist | 74k | — | ~814 | Automated safety check: Pass | MIT | |
| Strategic Compactaffaan-m/ECC | 274k | 1 repos | ~2.1k | Automated safety check: Pass | MIT | |
| No Pointerremotion-dev/remotion | 62k | — | ~532 | Automated safety check: Pass | Custom licence | |
| Indexability Conflictsthedaviddias/Front-End-Checklist | 74k | — | ~876 | Automated safety check: Pass | MIT | |
| Index Refreshpaperclipai/paperclip | 98k | — | ~994 | Automated safety check: Pass | MIT |
Similar skills
Strategic Compact
affaan-m/ECC
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
- Official
No Pointer
remotion-dev/remotion
Apply Remotion Studio's pointerless interaction styling to clickable controls.
Indexability Conflicts
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing a site for indexability issues, investigating why pages appear in Google's index that should be excluded (or vice versa), or reviewing robots.txt and meta…
Index Refresh
paperclipai/paperclip
A skill your agent uses when an LLM Wiki operation issue requests an index refresh.
Adr Index
ruvnet/ruflo
Build or rebuild the ADR index + dependency graph by running scripts/import.mjs (handles v3-style and plugin-style ADR formats; one Bash call vs hundreds of MCP round-trips)
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Questions about Memory Index Compact
What does Memory Index Compact do?
Compact verbose memory index / registry files to pointer-only form. Memory Index Compact is an agent skill from digipulse-engineering/GAAI-framework. Compact verbose memory index / registry files to pointer-only form.
How do I install Memory Index Compact in Claude Code?
Run `npx skills add digipulse-engineering/GAAI-framework --skill memory-index-compact -a claude-code`. Or copy the skill folder (.gaai/core/skills/cross/memory-index-compact in digipulse-engineering/GAAI-framework) into .claude/skills/memory-index-compact in your project. Claude Code loads it when a task matches its description.
How do I install Memory Index Compact in Codex?
Run `npx skills add digipulse-engineering/GAAI-framework --skill memory-index-compact -a codex`. Or copy the skill folder (.gaai/core/skills/cross/memory-index-compact in digipulse-engineering/GAAI-framework) into .agents/skills/memory-index-compact in your project. Codex loads it when a task matches its description.
Can I use Memory Index Compact 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-compact -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-compact, .gemini/skills/memory-index-compact, .github/skills/memory-index-compact and .opencode/skills/memory-index-compact in your project.
What does Memory Index Compact need to run?
Going by SKILL.md and its folder, Memory Index Compact needs the command-line tools its instructions call (git). Compatibility (from SKILL.md): Works with any filesystem-based AI coding agent.
Does Memory Index Compact access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Memory Index Compact 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 Compact use?
Memory Index Compact 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 Compact use?
About 1.8k tokens (SKILL.md is roughly 7.1k 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 Memory Index Compact?
Skills that share tags, products or a category with Memory Index Compact: Indexability (thedaviddias/Front-End-Checklist, 74k stars), Strategic Compact (affaan-m/ECC, 274k stars), No Pointer (remotion-dev/remotion, 62k stars) and Indexability Conflicts (thedaviddias/Front-End-Checklist, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Memory Index Compact?
digipulse-engineering (a GitHub organization) maintains it in digipulse-engineering/GAAI-framework, which has 163 GitHub stars. The repository holds 55 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.