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rea/experiments/atomic-codemode/README.md
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c5cefd622b experiment(re): refine composition contracts from a real model trace
Record genuine Code Mode use and full model usage rather than response-only estimates. Describe return shapes, permit byte-budgeted internal C reads, separate guest CPU from analysis deadlines, and move subsequent model profiles outside the source tree. Verify lease, admission, cleanup-retry and cancellation semantics.

Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
2026-10-16 03:28:30 +00:00

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# Atomic RE through Code Mode
This is an **in-progress experiment**, not an integrated provider release. Branch
`experiment/atomic-codemode-20261016` starts at main
`42fc6c53ae188978deb3bedfe88287b6b316ba22` and carries the previous atomic-facts
prototype. Historical measurements in `../atomic-re-tools/` retain their original
baselines. No PR or merge is intended.
The goal is a real model completing reverse-engineering questions through
composable facts, with Code Mode as the calling adapter. A configured feature flag,
a scripted verifier or a small response does not prove that goal.
The reference is [Hex-Rays IDA MCP](https://github.com/HexRaysSA/ida-mcp/blob/df6de7985b534a964c125d5a86e41b26b17b14f6/ida_mcp/mcp.py):
an on-demand `reference` lookup and an execution entrypoint over a richer analysis
API. This experiment uses JavaScript and a QuickJS WASM environment rather than
Python in the host process. It exposes only declared static analysis capabilities.
It does not add target execution, patching or GUI control.
Three boundaries own the implementation:
- `provider.mjs`: existing REA native target/process owners and parsed Kuna
string/reference/SSA facts, retained sources, freshness and cleanup.
- `api.mjs`: named, validated fact/relationship contracts and session admission.
SDK callers, CLI scripts and both MCP adapters use these same methods.
- `executor.mjs`, `server.mjs`, `cli.mjs`: bounded JavaScript composition and
presentation. No analysis is reimplemented in the execution environment.
The complete Code Mode MCP catalog is `open_binary`, `reference`,
`execute_javascript`, `close_binary`. Setting `REA_ATOMIC_ADAPTER=direct` exposes
the same fact API as `facts_*` MCP operations for comparison. This is a distinct
experimental server; the production REA catalog is not filtered or replaced.
Use the pinned Node, an existing REA build and a caller-supplied Kuna 1.833:
```sh
npm ci --prefix experiments/atomic-codemode --ignore-scripts
node --test experiments/atomic-codemode/*.test.mjs
REA_KUNA_COMMAND=/absolute/path/to/kuna node experiments/atomic-codemode/server.mjs
```
The local MCP registration for real model trials is named `rea-codemode`.
`agent-trial.py --mcp-entrypoint /absolute/path/to/server.mjs
--server-name rea-codemode --protocol-profile atomic --profile-parent /tmp` creates an isolated
configuration, home and empty working directory for the model. Shell/file tools,
web search and delegation are disabled. No repository or oracle is placed in that
workspace. The copied authentication file is removed with the isolated profile.
Model output, actual MCP calls, original errors and usage remain in the trial
directory. `REA_ATOMIC_TRACE` and `REA_ATOMIC_EVIDENCE_DIR` retain actual API calls
and complete sources outside the model workspace when explicitly selected by the
evaluator. The ambient environment and credentials are not logged.
Current bounds: 64 MiB guest heap, 32 KiB code/output, 64 host calls per execution,
120 seconds wall deadline and 2 seconds of guest synchronous execution; native requests have existing supervision, an 8 MiB
capture budget and 1 GiB function-memory limit. Retained source storage is 64 MiB
per target, with two resident SSA indexes of at most 2 MiB each. Sources are
content-digested and retained until close; explicit evaluator copies survive
close. Capacity failures are explicit, not clipped facts. Leases and snapshot
handles prevent cross-session joins.
The diagnostic SSA format still has incomplete CFG, phi predecessor and
memory-alias coverage. These are active capability gaps to investigate with real
model traces, not success criteria waived by the prototype. Other providers are
not yet wired to this experimental service.
Completion requires actual model Code Mode use, independently checked task
answers, shared atomic/direct/Code Mode semantics, needed relation coverage,
failure/cancellation/identity tests, and equivalent completed-task measurements
including discovery/retries, actual model usage, cold/warm analysis, CPU and
process-family peak memory. Negative cases such as the small SQLite function
must remain in the comparison.