Start with your work
Describe a coding task or choose a base for a tracked Git change. Set a hard declared context budget.
LOCAL-FIRST CONTEXT COMPILER
Decide what
your agent sees.
See and control the repository context your coding agent works with.
Find task-relevant code. Inspect the selection. Change what is included.
Explain it. Control it. Replay it.
ContextForge v0.5 · Repository context, under your control.
FROM REPOSITORY TO AGENT
A context proposal you can inspect.
Read what was selected
Inspect exact repository context and recorded selection or drop evidence. Coverage reports captured facts.
Include. Rebuild. Replay.
Apply explicit controls, inspect the semantic changes, and verify reproduction against current source.
REAL PRODUCT DEMO
A dropped test becomes selected.
The synthetic session fixture runs the actual Studio. Build “Fix session race condition” at 800 estimator tokens, inspect a dropped test, Include it and rebuild. No model executes the coding task.
CHOOSE YOUR ENTRY
Fits the way you work.
Agent Skill
One canonical workflow guide for compatible agents: task context, Review, or context debugging. The agent uses the installed CLI or existing MCP tools.
Studio
Context, Why and History. Inspect source, shape the candidate proposal, compare selections and verify replay in a private local workspace.
MCP + CLI
MCP: status, index, search, pack. CLI adds Review and lifecycle commands. No Review MCP tool or arbitrary file tool.
Evidence, with limits.
Offline evaluation measures context selection. Historical results are mixed; coding-agent success is not measured. V1 remains public. No compiler or ranking changes in V0.5.
Read the measured evidence ↗Your code stays local.
No model calls, telemetry, accounts or source upload. Studio binds loopback with a private capability. History stores metadata, not source archives. Review context before sharing it.
Read security boundaries ↗START IN YOUR REPOSITORY
Two commands. A clearer context.
Requires Node.js >=24.15 <25. Installs the current public package.
npm install -g @kallist/contextforge
contextforge studioContextForge v0.5 includes one canonical Agent Skill. Install it from the public repository in your project:
npx skills@1.5.26 add kallist/ContextForge --skill contextforge --agent codex --copy
npx skills@1.5.26 listInstalling the Skill does not install the product. Check the stable product version with npm view @kallist/contextforge version. See the integration guide for candidate validation and post-release verification boundaries.