airesearchorchestrator:gitmem
Lightweight version control for agent-generated document changes.
Skill by jacazjx
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/jacazjx-airesearchorchestrator-gitmem
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: documents, writing, agent-building
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/airesearchorchestrator-gitmem
Tools it pre-approves 3
From allowed-tools in SKILL.md: the agent may use these without asking you each time.
Bash(git),Read,Write
What's inside
- Skill name
airesearchorchestrator:gitmem- Description
- Lightweight version control for agent-generated document changes. Tracks iterative refinement without creating v1, v2, v3 copies. Use when committing agent edits, creating checkpoints, or checking for edit loops.
- License
- MIT
- Allowed tools
- Bash(git),, Read,, Write
- Instructions
- 138 lines in SKILL.md · view on GitHub
Before installing
- Pre-approves some shell commands
Agent Skills spec issues
- name: only lowercase letters, digits and single hyphens allowed
- name: "airesearchorchestrator:gitmem" does not match folder "gitmem"
Files (1)
- SKILL.md
SKILL.md (first lines)
## Purpose
GitMem provides lightweight version control for agent-generated documents during the research workflow. It maintains a separate git repository in `.gitmem/` to track changes without polluting the main project history.
## Commands
### gitmem init --project-root <path>
Initialize a `.gitmem` directory with a separate git repository.
**Behavior:**
- Creates `.gitmem/` directory at project root
- Initializes a bare git repo inside `.gitmem/`
- Configures git user as "GitMem <gitmem@orchestrator>"
- Creates initial commit with empty tree
- Ignores `.gitmem/` in main project's `.gitignore`
**Example:**
```bash
python3 scripts/gitmem.py init --project-root /path/to/project
```
### gitmem commit --project-root <path> --file <file> --message <msg>
Commit a file change to GitMem history.
**Behavior:**
- Stages the specified file (relative to project root)
- Creates a commit with the given message
- Returns commit hash on success
**Tracked directories:**
- `docs/` - Phase deliverables
- `paper/` - Paper drafts and figures
- `code/` - Experiment code
- `agents/` - Agent working notes
**Example:**
```bash
python3 scripts/gitmem.py commit --project-root /path/to/project \
--file docs/survey/research-readiness-report.md \
--message "Survey agent: updated readiness report"
```
### gitmem checkpoint --project-root <path> --name <name>
Create a named checkpoint (annotated tag).
**Behavior:**
- Creates an annotated git tag with the given name
- Checkpoint names follow pattern: `<phase>-<substep>-approved`
- Useful for marking stable states before major changes
**Example:**
```bash
python3 scripts/gitmem.py checkpoint --project-root /path/to/project \
--name "survey-1.1-approved"
```
### gitmem check-loop --project-root <path> --file <file>
Check if a file is in an edit loop (5+ consecutive changes without checkpoint).
**Behavior:**
- Counts commits for the file since last checkpoint
- Returns warning if count >= 5
- Returns JSON with `in_loop` boolean and `change_count` integer
**Example:**
```bash
python3 scripts/gitmem.py check-loop --project-root /path/to/project \
--file docs/survey/research-readiness-report.md
```
### gitmem history <file>
View version history for a file.
**Behavior:**
- Shows commit hash, date, and message for each version
- Limited to last 20 commits by default
**Example:**
```bash
python3 scripts/gitmem.py history --project-root /path/to/project \
--file docs/survey/research-readiness-report.md
```
### gitmem diff --project-root <path> --file <file> [--from <rev>] [--to <rev>]
Compare versions of a file.
**Behavior:**
- Shows diff between two revisions
- Defaults to comparing HEAD~1 to HEAD if no revisions specified
**Example:**
```bash
python3 scripts/gitmem.py diff --project-root /path/to/project \
--file docs/survey/research-readiness-report.md
```
### gitmem rollback --project-root <path> --file <file> [--to <rev>]
Rollback a file to a previous version.
**Behavior:**
- Restores file to specified revision
- Defaults to HEAD~1 if no revision specified
- Creates a new commit with rollback message
**Example:**
```bash
python3 scripts/gitmem.py rollback --project-root /path/to/project \
--file docs/survey/research-readiness-report.md \
--to HEAD~3
```
## Integration PointsFrom jacazjx/AI-Research-Orchestrator, MIT.
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Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Mar 21, 2026 (7 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Research ideation: generate ideas, filter by feasibility and novelty, verify against literature.
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Design experiments at pilot or full scale.
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Send notifications to Feishu/Lark.
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Cite this page
airesearchorchestrator:gitmem skill. Agent Mart. https://agentmart.dev/skills/jacazjx-airesearchorchestrator-gitmem (last updated 2026-10-24)