Scan all memory files, documentation (/docs//.md), and README files (/README.md) for drift, contradictions, and stale references.

Custom licenceAuto-check passedBusiness, Finance & HR

Install Memory Reconcile

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

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

GitHub CLI
$ gh skill install digipulse-engineering/GAAI-framework memory-reconcile --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-reconcile .claude/skills/memory-reconcile && 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-reconcile
GitHub stars
163
Token cost
~2.8k tokens
SKILL.md length
1,363 words
Files
1
Skills in repo
55
Repo updated
First seen
Licence
Custom licence

At a glance

Scan all memory files, documentation (/docs//.md), and README files (/README.md) for drift, contradictions, and stale references.

  • Works in 3 steps: Read the file's updated_at timestamp… → For each path listed in code_paths, run → If the command returns one or more lines…
  • Tasks that involve Scheduled and recurring tasks
  • SKILL.md covers Purpose / When to Activate, Process, Output Format and Quality Checks, plus 1 more section
  • Calls git

What it does

Memory Reconcile is an agent skill from digipulse-engineering/GAAI-framework. Scan all memory files, documentation (/docs//.md), and README files (/README.md) for drift, contradictions, and stale references. Produce a reconciliation report for Discovery to action. Activate on demand or via cron.

Its SKILL.md is about 2.8k 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

It sits in Business, Finance & HR, covering Scheduled and recurring tasks, Accounting and bookkeeping and Technical documentation. 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 Scheduled and recurring tasks
  • Tasks that involve Accounting and bookkeeping
  • Tasks that involve Technical documentation

Example prompts

  • “/memory-reconcile”

Requirements

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

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Read the file's updated_at timestamp (from the index entry).
  2. For each path listed in code_paths, run
  3. If the command returns one or more lines (commits exist after updated_at), flag the memory file as a CODE_PATH_CHANGED finding. Record…

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 Reconcile loads about 2.8k tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 1,363 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~61
When it runs · the whole SKILL.md, loaded when a task matches
~2.8k

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 1,363 words (~2,836 tokens).

name
memory-reconcile
compatibility
Works with any filesystem-based AI coding agent
license
ELv2
metadata
author: gaai-framework version: "1.1" category: cross track: cross-cutting id: SKILL-MEMORY-RECONCILE-001 updated_at: 2026-04-05 status: stable
inputs
- contexts/memory/index.md (entry registry) - contexts/memory/** (all files registered in index.md) - "**/docs/**/*.md" (documentation files — discovered via…
outputs
- contexts/artefacts/reconciliation-reports/{date}.reconciliation-report.md

Read the full SKILL.md on GitHub

Files

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

Open the folder on GitHubat commit a26ea7a

Compare with similar skills

Memory Reconcile 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 Reconcile compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Memory Reconcile this skilldigipulse-engineering/GAAI-framework163—~2.8kAutomated safety check: PassCustom licence
Agent ChronicleLeoYeAI/openclaw-master-skills2.2k—~6.3kAutomated safety check: PassMIT
Solana Sniper Botnpc-live/clawfirm156—~913Automated safety check: NotesNone
Interlinked Spec AuditQuentinCody/interlinked-cli178—~3.3kAutomated safety check: PassMIT
Sandbox Lifecycle Debugvercel-labs/vercel-openclaw-archived117—~809Automated safety check: PassMIT
Merge ReviewSethGammon/Citadel922—~1.7kAutomated safety check: PassMIT

Similar skills

  • Agent Chronicle

    LeoYeAI/openclaw-master-skills

    AI-powered diary generation for agents - creates rich, reflective journal entries (400-600 words) with Quote Hall of Fame, Curiosity Backlog, Decision Archaeology, Relationship Evolution, mood…

    2.2k GitHub stars~6.3k tokensUpdated 2 mo ago
    Productivity & AutomationAuto-check passed
  • Solana Sniper Bot

    npc-live/clawfirm

    Autonomous Solana token sniper and trading bot. An agent skill from npc-live/clawfirm.

    156 GitHub stars~913 tokensUpdated 3 mo ago
    Business, Finance & HRAuto-check: notes
  • Interlinked Spec Audit

    QuentinCody/interlinked-cli

    Keep prose specs and design docs honest against the code using Interlinked's spec-audit system.

    178 GitHub stars~3.3k tokensUpdated 5 days ago
    Business, Finance & HRAuto-check passed
  • Sandbox Lifecycle Debug

    vercel-labs/vercel-openclaw-archived

    Official

    Sandbox lifecycle debugging for vercel-openclaw: create, resume, stop, snapshotting, reset, stale-running reconciliation, persistent Sandbox v2 behavior, hot spares, and lifecycle locks.

    117 GitHub stars~809 tokensUpdated 4 mo ago
    Business, Finance & HRAuto-check passed
  • Merge Review

    SethGammon/Citadel

    Reviews pending fleet worktree merges before they're accepted.

    922 GitHub stars~1.7k tokensUpdated 6 days ago
    Business, Finance & HRAuto-check passed
  • Full Audit

    AlexZio00/sovereign-skills

    Exhaustive, denominator-driven audit of an entire area (codebase, docs, memory, skills, DB, config).

    139 GitHub stars~6.2k tokensUpdated 12 days ago
    Business, Finance & HRAuto-check passed

More from digipulse-engineering/GAAI-framework

All 55 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 Reconcile

What does Memory Reconcile do?

Scan all memory files, documentation (/docs//.md), and README files (/README.md) for drift, contradictions, and stale references. Memory Reconcile is an agent skill from digipulse-engineering/GAAI-framework.md) for drift, contradictions, and stale references.

When should I use Memory Reconcile?

Memory Reconcile fits situations like: tasks that involve Scheduled and recurring tasks; tasks that involve Accounting and bookkeeping; tasks that involve Technical documentation.

How do I install Memory Reconcile in Claude Code?

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

How do I install Memory Reconcile in Codex?

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

Can I use Memory Reconcile 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-reconcile -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-reconcile, .gemini/skills/memory-reconcile, .github/skills/memory-reconcile and .opencode/skills/memory-reconcile in your project.

What does Memory Reconcile need to run?

Going by SKILL.md and its folder, Memory Reconcile needs the command-line tools its instructions call (git). Compatibility (from SKILL.md): Works with any filesystem-based AI coding agent.

Does Memory Reconcile 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 Reconcile 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 Reconcile use?

Memory Reconcile 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 Reconcile use?

About 2.8k tokens (SKILL.md is roughly 11k 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 Reconcile?

Skills that share tags, products or a category with Memory Reconcile: Agent Chronicle (LeoYeAI/openclaw-master-skills, 2.2k stars), Solana Sniper Bot (npc-live/clawfirm, 156 stars), Interlinked Spec Audit (QuentinCody/interlinked-cli, 178 stars) and Sandbox Lifecycle Debug (vercel-labs/vercel-openclaw-archived, 117 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Memory Reconcile?

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.