Running Out of Context? No More

ScopeKit launched a new tool that creates task-specific context packs for AI coding agents, providing relevant files, symbols, tests, and relationships for a given task. The tool claims to reduce context size by up to 94% compared to alternatives while maintaining or improving code quality, aiming to improve efficiency for developers using AI assistants like Claude, Codex, and Cursor.

ScopeKit creates task-complete context packs for AI coding agents. It gives Claude, Codex, Cursor, and MCP clients the relevant files, symbols, tests, relationships, risks, and validation commands for a specific task. The right files, not a graph to wander. npm install -g scopekit scopekit setup scopekit index . scopekit pack "Find auth/session logic" --profile claude scopekit setup writes repo-local instruction files for Claude, Codex, and Cursor.- It does not globally install anything into Claude or Codex accounts. - For remote or cloud agents, commit the generated instruction files to the repo. npx scopekit setup npx scopekit pack "Find auth/session logic" --profile claude | File | Purpose | |---|---| CLAUDE.md | Claude Code instructions | AGENTS.md | Codex / agent instructions | .cursor/rules/scopekit.mdc | Cursor rule | .scopekit/mcp-config.example.json | MCP snippet when you run scopekit install mcp | .scopekit/README.md | Local quick reference | These files teach repo-local agents to use ScopeKit before broad repo search. | Command | Description | |---|---| scopekit setup | Write repo-local agent instructions | scopekit status | Show graph/cache status | scopekit index . | Build graph + context cache | scopekit query "<task " | Compact query answer | scopekit pack "<task " | Task-specific context pack default profile | scopekit pack "<task " --profile claude | Richer pack for Claude / Cursor | scopekit pack "<task " --profile ultra | Smallest pack for Codex-style workflows | scopekit install cursor | Write Cursor rule only | scopekit install claude | Write CLAUDE.md only | scopekit install codex | Write AGENTS.md only | scopekit install mcp | Write MCP config snippet | scopekit mcp | Start optional MCP server stdio | | Profile | Best for | |---|---| default | Balanced markdown pack | ultra | Smallest context — Codex-style workflows | claude | Richer relationships, tests, and risks — Claude / Cursor | Illustrative pack not from a specific repo : Task: Find auth/session logic Relevant files: src/auth/login.ts — login entrypoint src/auth/session.ts — session validation/storage src/server/auth.controller.ts — API route layer Relationships: controller calls session service login UI calls auth endpoint tests cover session behavior Validation: npm test npm run test:auth Claude / Cursor scopekit pack "Plan a safe edit to auth flow" --profile claude Codex scopekit pack "Find impacted files for this change" --profile ultra Remote / cloud agents Commit the files scopekit setup creates so agents can see them: git add CLAUDE.md AGENTS.md .cursor/rules/scopekit.mdc .scopekit/ git commit -m "chore: add ScopeKit agent instructions" The CLI/skill workflow by default. MCP is optional and gives live tool access to compatible clients. scopekit install mcp writes .scopekit/mcp-config.example.json scopekit mcp stdio MCP server Client setup guides: docs/client-configs/ /shrey1110-dotcom/CLAUDE API SAVER/blob/clean-main/docs/client-configs · Example config: examples/generic-stdio/mcp-server.json /shrey1110-dotcom/CLAUDE API SAVER/blob/clean-main/examples/generic-stdio/mcp-server.json Scoped benchmarks in this repository — not universal superiority claims. Codex supplied context, no MCP : Across a 5-task Codex supplied-context benchmark, ScopeKit produced ~94% smaller supplied context than Graphify best-effort, achieved equal-or-better quality on 5/5 tasks, and lowered median Codex usage on 5/5 tasks. Claude supplied context, no MCP : Across a 5-task Claude supplied-context benchmark in Cursor, ScopeKit's Claude profile produced 79–88% smaller supplied context than Graphify-derived context, with equal-or-better quality on 5/5 tasks. Exact Claude token usage was not available from Cursor, so no Claude token-savings claim is made. MCP locked-mode: Scoped Codex locked-mode MCP proofs show 80.0% mean reduction on auth-discovery and 94.3% mean reduction on impact-analysis. Details: docs/benchmarks.md /shrey1110-dotcom/CLAUDE API SAVER/blob/clean-main/docs/benchmarks.md · docs/benchmarks/skill-head-to-head.md /shrey1110-dotcom/CLAUDE API SAVER/blob/clean-main/docs/benchmarks/skill-head-to-head.md · docs/proofs/ /shrey1110-dotcom/CLAUDE API SAVER/blob/clean-main/docs/proofs Benchmarks are scoped to this repo, tasks, and clients. They are not universal Graphify superiority claims. Diagnostic compression metrics are not proof of real agent savings. Token savings are not guaranteed. git clone https://github.com/shrey1110-dotcom/CLAUDE API SAVER.git cd CLAUDE API SAVER npm install npm run build npm run graph:build npm run context:build npm link scopekit --help scopekit setup --dry-run repo-context and repo-context-mcp still work as deprecated aliases. They print a rename notice and forward to ScopeKit. New users should use scopekit . | Resource | URL | |---|---| | npm package | |