Detect and heal index.md drift — finds memory files on disk not registered in index.md and registers them.

Custom licenceAuto-check passed

Install Memory Index Sync

skills CLI
$ npx skills add digipulse-engineering/GAAI-framework --skill memory-index-sync -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install digipulse-engineering/GAAI-framework memory-index-sync --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-sync .claude/skills/memory-index-sync && rm -rf skills-src

Use ~/.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/

Facts

Skill name
memory-index-sync
GitHub stars
163
Token cost
~1.6k tokens
SKILL.md length
705 words
Files
1
Skills in repo
51
Repo updated
First seen
Licence
Custom licence

At a glance

Detect and heal index.md drift — finds memory files on disk not registered in index.md and registers them.

  • Works in 6 steps: Decision Registry Sync → File Count Update → Summary File Sync → …
  • SKILL.md covers Purpose / When to Activate, Process, Output: Sync Report (inline,… and Quality Checks, plus 1 more section
  • Calls python3

What it does

Memory Index Sync is an agent skill from digipulse-engineering/GAAI-framework. Detect and heal index.md drift — finds memory files on disk not registered in index.md and registers them. Run when /gaai-status reports unregistered files, after batch memory operations, or as a post-delivery gate.

Its SKILL.md is about 1.6k 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-sync”

Requirements

  • Python 3
  • Compatibility (from SKILL.md): Works with any filesystem-based AI coding agent

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Decision Registry Sync
  2. File Count Update
  3. Summary File Sync
  4. Supersession Reconciliation
  5. Index Frontmatter Update
  6. Archive Index Symmetry Check

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:

    • python3

    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

    Works with any filesystem-based AI coding agent

    From compatibility in the SKILL.md frontmatter.

Context cost

Memory Index Sync loads about 1.6k tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 705 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~58
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k

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 705 words (~1,609 tokens).

name
memory-index-sync
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-SYNC-001
metadata.updated_at
2026-05-08
metadata.status
stable
inputs
contexts/memory/ (full scan — read-only except index.md)
outputs
contexts/memory/index.md (registry updated if drift found), sync_report (inline summary of changes applied and anomalies flagged)

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .gaai/core/skills/cross/memory-index-sync of digipulse-engineering/GAAI-framework.

Open the folder on GitHubat commit a26ea7a

Compare with similar skills

Memory Index Sync 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.

Memory Index Sync compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Memory Index Sync this skilldigipulse-engineering/GAAI-framework163—~1.6kAutomated safety check: PassCustom licence
Detecting Container Drift At Runtimemukul975/Anthropic-Cybersecurity-Skills34k—~2.1kAutomated safety check: PassApache-2.0
Detecting AWS Guardduty Findings Automationmukul975/Anthropic-Cybersecurity-Skills34k—~2.7kAutomated safety check: PassApache-2.0
Detecting Infrastructure Driftjeremylongshore/tons-of-skills-marketplace2.8k—~1.3kAutomated safety check: PassMIT
Indexabilitythedaviddias/Front-End-Checklist74k—~814Automated safety check: PassMIT
SEO Driftsickn33/agentic-awesome-skills47k1 repos~1.8kAutomated safety check: PassMIT

Similar skills

  • Detecting Container Drift At Runtime

    mukul975/Anthropic-Cybersecurity-Skills

    Detects unauthorized runtime drift in containers by monitoring binary execution, filesystem changes, and configuration deviation from the original immutable image, using Falco and Microsoft Defender…

    34k GitHub stars~2.1k tokensUpdated 1 mo ago
    DevOps & CloudAuto-check passed
  • Detecting AWS Guardduty Findings Automation

    mukul975/Anthropic-Cybersecurity-Skills

    Build automated AWS GuardDuty finding response pipelines using EventBridge and Lambda to trigger real-time incident response, automatically quarantine compromised resources, and route security…

    34k GitHub stars~2.7k tokensUpdated 1 mo ago
    DevOps & CloudAuto-check passed
  • Detecting Infrastructure Drift

    jeremylongshore/tons-of-skills-marketplace

    Execute use when detecting infrastructure drift from desired state.

    2.8k GitHub stars~1.3k tokensUpdated today
    DevOps & CloudAuto-check passed
  • 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…

    74k GitHub stars~814 tokensUpdated yesterday
    Marketing & SEOAuto-check passed
  • SEO Drift

    sickn33/agentic-awesome-skills

    Snapshot a site's SEO state and detect ranking, indexation, metadata, canonical, robots, schema, and on-page regressions over time.

    47k GitHub starsUsed in 1 repo~1.8k tokens
    Marketing & SEOAuto-check passed
  • Threat Detection

    alirezarezvani/claude-skills

    A skill your agent uses when hunting for threats in an environment, analyzing IOCs, or detecting behavioral anomalies in telemetry.

    28k GitHub stars~3.5k tokensUpdated 1 mo ago
    SecurityAuto-check passed

More from digipulse-engineering/GAAI-framework

All 51 skills in this repo
  • Eval Run

    digipulse-engineering/GAAI-framework

    Evaluate any output file against a structured evals.yaml assertions file and produce a score report with per-assertion pass/fail results.

    163 GitHub stars~1.7k tokensUpdated 8 days ago
    Auto-check passed
  • Pattern Transfer

    digipulse-engineering/GAAI-framework

    Discover structurally similar patterns across domains, assess transfer viability via structural invariant checking, and propose domain adaptations with risk gates.

    163 GitHub stars~2.3k tokensUpdated 8 days ago
    Auto-check passed
  • Skill Optimize

    digipulse-engineering/GAAI-framework

    Run a structured evaluate-analyze-improve cycle on any GAAI skill to measure quality, detect regressions, and propose targeted improvements.

    163 GitHub stars~2k tokensUpdated 8 days ago
    Auto-check passed
  • Abort Safe Handler

    digipulse-engineering/GAAI-framework

    Orchestrator-level Stage 4 entry gate for /gaai:bootstrap. An agent skill from digipulse-engineering/GAAI-framework.

    163 GitHub stars~2.6k tokensUpdated 8 days ago
    Auto-check passed
  • Create Skill

    digipulse-engineering/GAAI-framework

    Guide creation of a new GAAI skill following the agentskills.io spec and GAAI best practices.

    163 GitHub stars~1.7k tokensUpdated 8 days ago
    Auto-check passed
  • Discovery High Level Plan

    digipulse-engineering/GAAI-framework

    Transform vague or high-level human intent into a governed Discovery action plan.

    163 GitHub stars~570 tokensUpdated 8 days ago
    Auto-check passed

Questions about Memory Index Sync

What does Memory Index Sync do?

Detect and heal index.md drift — finds memory files on disk not registered in index.md and registers them. Memory Index Sync is an agent skill from digipulse-engineering/GAAI-framework.md and registers them.

How do I install Memory Index Sync in Claude Code?

Run `npx skills add digipulse-engineering/GAAI-framework --skill memory-index-sync -a claude-code`. Or copy the skill folder (.gaai/core/skills/cross/memory-index-sync in digipulse-engineering/GAAI-framework) into .claude/skills/memory-index-sync in your project. Claude Code loads it when a task matches its description.

How do I install Memory Index Sync in Codex?

Run `npx skills add digipulse-engineering/GAAI-framework --skill memory-index-sync -a codex`. Or copy the skill folder (.gaai/core/skills/cross/memory-index-sync in digipulse-engineering/GAAI-framework) into .agents/skills/memory-index-sync in your project. Codex loads it when a task matches its description.

Can I use Memory Index Sync 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-sync -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-sync, .gemini/skills/memory-index-sync, .github/skills/memory-index-sync and .opencode/skills/memory-index-sync in your project.

What does Memory Index Sync need to run?

Going by SKILL.md and its folder, Memory Index Sync needs the command-line tools its instructions call (python3). Our summary lists: Python 3. Compatibility (from SKILL.md): Works with any filesystem-based AI coding agent.

Does Memory Index Sync 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 Sync 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 Sync use?

Memory Index Sync 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 Sync use?

About 1.6k tokens (SKILL.md is roughly 6.4k 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 Sync?

Skills that share tags, products or a category with Memory Index Sync: Detecting Container Drift At Runtime (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Detecting AWS Guardduty Findings Automation (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Detecting Infrastructure Drift (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and Indexability (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 Sync?

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.