headroom/plugins/opencode
Tejas Chopra c2fc4d3753
fix(ccr): make headroom_retrieve a hash-only full-content lookup (#1532)
The optional `query` parameter on headroom_retrieve routed retrieval
through CompressionStore.search(), which BM25-scored the items inside a
single cached blob and dropped everything below a 0.3 relevance floor.
On small per-blob corpora with conversational queries this returned an
empty result the large majority of the time, so the LLM saw "nothing
found" for content that was actually present — pushing users to turn
compression off entirely.

Retrieval is fundamentally a hash lookup (this already matches the Rust
proxy's CCR store, which is put/get only — "no BM25 search"). Remove the
query/search path end to end and always return the full original
content:

Core (Python proxy):
- tool schemas (anthropic/openai/google) drop the `query` property
- parse_tool_call returns the hash (str | None) instead of (hash, query)
- response handler, proxy POST/GET/tool-call handlers, the MCP retrieve
tool, and the streaming feedback recorders retrieve by hash only
- proactive context-tracker expansion always restores full content
- delete CompressionStore.search() and its BM25 machinery (the bm25
module stays — it is still used by relevance/)
- CCRToolCall.query, CCRToolResult.was_search, and
ExpansionRecommendation.expand_full/search_query are removed

Plugins (advertised a now-defunct query param to the LLM):
- hermes (Python), openclaw + opencode (TypeScript) retrieve tools drop
`query` from their schemas, signatures, request URLs, and tests

Benchmarks/docs:
- ccr_regression + adversarial benchmarks switch from store.search() to
full hash retrieval (search input-injection tests repurposed to the
hash, the only remaining input surface)
- wiki/ARCHITECTURE.md, wiki/ccr.md, docs/content/docs/ccr.mdx,
config.py and store docstrings updated to describe hash-only retrieval

Tests updated to assert full-content retrieval and guard the removed
surface; the full CCR/proxy/store/TOIN suite passes. ruff + mypy clean.

## Description

<!-- Briefly explain the change and why it is needed. -->

Closes #

## Type of Change

- [ ] Bug fix (non-breaking change that fixes an issue)
- [ ] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to change)
- [ ] Documentation update
- [ ] Performance improvement
- [ ] Code refactoring (no functional changes)

## Changes Made

- 

## Testing

<!-- Check what you actually ran, then paste the real command output
below. -->

- [ ] Unit tests pass (`pytest`)
- [ ] Linting passes (`ruff check .`)
- [ ] Type checking passes (`mypy headroom`)
- [ ] New tests added for new functionality
- [ ] Manual testing performed

### Test Output

```text
# Paste relevant command output or artifact links here
```

## Real Behavior Proof

- Environment:
- Exact command / steps:
- Observed result:
- Not tested:

## Review Readiness

- [ ] I have performed a self-review
- [ ] This PR is ready for human review

## Checklist

- [ ] My code follows the project's style guidelines
- [ ] I have performed a self-review of my code
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] New and existing unit tests pass locally with my changes
- [ ] I have updated the CHANGELOG.md if applicable

## Screenshots (if applicable)

Add screenshots to help explain your changes.

## Additional Notes

<!-- Mention any N/A checklist items, tradeoffs, follow-ups, or
maintainer context. -->
2026-06-28 10:32:43 -07:00
..
hook-shim feat: headroom wrap opencode / unwrap opencode CLI (#1105) 2026-06-22 11:07:12 -05:00
src fix(ccr): make headroom_retrieve a hash-only full-content lookup (#1532) 2026-06-28 10:32:43 -07:00
.gitignore feat: headroom wrap opencode / unwrap opencode CLI (#1105) 2026-06-22 11:07:12 -05:00
package.json feat: headroom wrap opencode / unwrap opencode CLI (#1105) 2026-06-22 11:07:12 -05:00
README.md fix(ccr): make headroom_retrieve a hash-only full-content lookup (#1532) 2026-06-28 10:32:43 -07:00
tsconfig.json feat: headroom wrap opencode / unwrap opencode CLI (#1105) 2026-06-22 11:07:12 -05:00
tsup.config.ts feat: headroom wrap opencode / unwrap opencode CLI (#1105) 2026-06-22 11:07:12 -05:00
vitest.config.ts feat: headroom wrap opencode / unwrap opencode CLI (#1105) 2026-06-22 11:07:12 -05:00

headroom-opencode

OpenCode integration helpers for Headroom. The package supports two integration paths:

  1. Provider config helpers used by headroom wrap opencode and persistent installs.
  2. A native OpenCode plugin that installs Headroom transport interception and exposes the retrieve tool.

Install

npm install headroom-opencode

Provider Config Helpers

Use these helpers when you need to generate OpenCode config that routes a headroom provider through a running Headroom proxy.

import {
  buildOpencodeConfigContent,
  createHeadroomProvider,
} from "headroom-opencode";

const provider = createHeadroomProvider({ proxyPort: 8787 });
const config = buildOpencodeConfigContent({
  proxyPort: 8787,
  defaultModel: "claude-sonnet-4-6",
});

console.log(provider.provider.headroom.npm);
console.log(config.model);

The generated provider uses @ai-sdk/openai-compatible and points model requests at http://127.0.0.1:<port>/v1.

Native OpenCode Plugin

Use HeadroomPlugin when OpenCode should intercept provider traffic in-process and expose Headroom tooling from a plugin.

import { HeadroomPlugin } from "headroom-opencode";

export default async function plugin(input) {
  return HeadroomPlugin(input, {
    proxyUrl: process.env.HEADROOM_PROXY_URL ?? "http://127.0.0.1:8787",
  });
}

HeadroomPlugin:

  • installs Headroom transport interception for OpenCode provider traffic.
  • exposes the headroom_retrieve tool.
  • publishes HEADROOM_PROXY_URL in the plugin output env.
  • defaults to http://127.0.0.1:8787 when no proxy URL is supplied.

Retrieve Tool

import { createHeadroomRetrieveTool } from "headroom-opencode";

const retrieve = createHeadroomRetrieveTool({
  proxyBaseUrl: "http://127.0.0.1:8787",
});

const result = await retrieve.execute({
  hash: "0123456789abcdef01234567",
});

The tool calls /v1/retrieve/<hash> on the Headroom proxy.

Compression Helper

import { compressWithHeadroom } from "headroom-opencode";

const result = await compressWithHeadroom(
  [{ role: "user", content: "Summarize this file" }],
  { model: "gpt-4o", proxyUrl: "http://127.0.0.1:8787" },
);

console.log(`Saved ${result.tokensSaved} tokens`);

Models

Model Context Output
claude-sonnet-4-6 200K 16K
claude-opus-4-6 200K 16K
claude-haiku-4-5-20251001 200K 8K
gpt-4o 128K 16K
gpt-4.1 1M 32K

The provider config exposes these as headroom/<model> and defaults to headroom/claude-sonnet-4-6.

Environment

Variable Used by Description
HEADROOM_PROXY_URL Native plugin Proxy URL used by HeadroomPlugin
OPENCODE_CONFIG_CONTENT OpenCode wrapper Generated OpenCode provider, model, and MCP config

License

Apache-2.0