Git Context Controller (GCC) - Manages agent memory as a versioned file system under .GCC/. This skill should be used when working on multi-step projects that b
Git Context Controller (GCC) - Manages agent memory as a versioned file system under .GCC/. This skill should be used when working on multi-step projects that benefit from structured memory persistence, milestone tracking, branching for alternative approaches, and cross-session context recovery. Triggers on /gcc commands or natural language like 'commit this progress', 'branch to try an alternative', 'merge results', 'recover context'.
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name: gcc description: "Git Context Controller (GCC) - Manages agent memory as a versioned file system under .GCC/. This skill should be used when working on multi-step projects that benefit from structured memory persistence, milestone tracking, branching for alternative approaches, and cross-session context recovery. Triggers on /gcc commands or natural language like 'commit this progress', 'branch to try an alternative', 'merge results', 'recover context'."
Git Context Controller (GCC)
Overview
GCC transforms agent memory from a passive token stream into a structured, versioned file system under .GCC/. Inspired by Git, it provides four operations — COMMIT, BRANCH, MERGE, CONTEXT — to persist milestones, explore alternatives in isolation, synthesize results, and recover historical context efficiently.
Initialization
On first use, check if .GCC/ exists in the project root. If not, run scripts/gcc_init.sh to create the directory structure:
.GCC/
├── main.md # Global roadmap and objectives
├── metadata.yaml # Infrastructure state (branches, file tree, config)
├── commit.md # Commit history for main branch
├── log.md # OTA execution log for main branch
└── branches/ # Isolated workspaces for experiments
└── <branch-name>/
├── commit.md
├── log.md
└── summary.md
For detailed file format specifications, read references/file_formats.md.
Configuration
GCC behavior is controlled via metadata.yaml:
proactive_commits: true— Automatically suggest commits after completing coherent sub-tasksproactive_commits: false— Only commit when explicitly requested
Toggle with: "enable/disable proactive commits" or by editing metadata.yaml.
Commands
COMMIT
Persist a milestone on the current branch.
Triggers: /gcc commit <summary>, "commit this progress", "save this milestone", "checkpoint"
Procedure:
- Read the current branch's
commit.mdto determine the next commit number - Append a new entry to
commit.mdwith:- Sequential ID (e.g.,
[C004]) - Date (UTC ISO 8601)
- Current branch name
- Branch purpose (from
summary.mdif on a branch, or frommain.md) - Previous progress summary (1-2 sentences from last commit)
- This commit's contribution (detailed technical description with files touched)
- Sequential ID (e.g.,
- Append an OTA entry to
log.mdrecording the commit action - Update
metadata.yamlfile tree if files were created/modified - If on main branch, update milestones section in
main.md
Proactive behavior: When proactive_commits: true, suggest a commit after:
- Completing a function, module, or coherent unit of work
- Fixing a bug and verifying the fix
- Finishing a research/exploration phase with conclusions
- Any point where losing context would mean re-doing significant work
BRANCH
Create an isolated workspace for exploring an alternative approach.
Triggers: /gcc branch <name>, "branch to try...", "explore alternative...", "experiment with..."
Procedure:
- Create
.GCC/branches/<branch-name>/directory - Create
summary.mdwith: purpose, parent branch, creation date, key hypotheses - Create empty
commit.mdandlog.mdfor the branch - Update
metadata.yamlto register the new branch - Update
main.mdActive Branches section - Log the branch creation in the parent branch's
log.md
From this point, all COMMITs and OTA logs go to the branch-specific files until a MERGE or explicit branch switch.
MERGE
Integrate a completed branch back into the main flow.
Triggers: /gcc merge <branch>, "merge results from...", "integrate the experiment", "branch X is done"
Procedure:
- Read the branch's
summary.mdandcommit.mdto understand outcomes - Append a synthesis commit to main's
commit.mdsummarizing:- What was tried
- What was learned
- What is being integrated (or why the branch is being abandoned)
- Update
main.md:- Add milestone entry with branch results
- Remove from Active Branches
- Update objectives if applicable
- Update
metadata.yaml: set branch status tomergedorabandoned - Log the merge in main's
log.md
CONTEXT
Retrieve historical memory at different resolution levels.
Triggers: /gcc context <flag>, "what did we do on...", "recover context", "show me the history", "where were we"
Flags:
-
--branch [name]— Readsummary.mdand latest commits for a specific branch (or current branch if no name). Provides high-level understanding of what happened and why. -
--log [n]— Read last N entries (default 20) from the current branch'slog.md. Provides fine-grained OTA traces for debugging or resuming interrupted work. -
--metadata— Readmetadata.yamlto recover project structure: file tree, dependencies, active branches, configuration. -
--full— Readmain.mdfor the complete project roadmap, all milestones, and active branches. Use for cross-session recovery or handoff to another agent.
When no flag is specified, default to --branch for the current active branch.
OTA Logging
Throughout all work (not just during explicit commands), maintain the OTA execution log:
- Observation: What was noticed or discovered
- Thought: Reasoning about what to do next
- Action: What action was taken
Append entries to the active branch's log.md. Keep a maximum of 50 entries; when exceeding, remove the oldest entries. Each entry includes a sequential ID, timestamp, and branch name.
Log OTA entries at meaningful decision points — not every single action, but significant observations, strategy changes, and outcomes.
Cross-Session Recovery
When starting a new session on an existing project with .GCC/:
- Read
metadata.yamlto understand project state and active branches - Read
main.mdfor the global roadmap and objectives - Read the active branch's latest commits and log entries
- Resume work with full context of what was accomplished and what remains
Natural Language Mapping
| User says | Command |
|---|---|
| "save/checkpoint/persist this" | COMMIT |
| "try a different approach" | BRANCH |
| "that experiment worked, integrate it" | MERGE |
| "where were we?" / "what's the status?" | CONTEXT --full |
| "what happened on branch X?" | CONTEXT --branch X |
| "show recent activity" | CONTEXT --log |
| "what files do we have?" | CONTEXT --metadata |
| "enable/disable auto-commits" | Toggle proactive_commits in metadata.yaml |
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