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31 changes: 25 additions & 6 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -30,6 +30,21 @@ _Owner `neuron7xLab` (user) · last 30d · generated 2026-06-25T09:47:13.399177+
<sub>collection notes: gh_api_failed:user/repos:gh: Resource not accessible by integration (HTTP 403)</sub>
<!-- CMAR-STATS:END -->

## Install

Python 3.10+. Pure stdlib — no third-party runtime dependencies.

```bash
git clone https://github.com/neuron7xLab/cmar
cd cmar
pip install -e . # exposes the `cmar` CLI
cmar doctor # sanity-check the install
```

## Quickstart — the core pipeline

Each stage reads an intent seed and writes a machine-readable artifact:

```bash
cmar scan examples/seed_14kb_intent
cmar normalize examples/seed_14kb_intent --out artifacts/normalized_state.json
Expand All @@ -41,7 +56,7 @@ python scripts/release_check.py
```


## Audit Stream Integration v1.4.1
## Audit stream integration

```bash
cmar audit-scan data/external_audit_seed/n7x-audit-v4.zip --out artifacts/audit_snapshot.json
Expand All @@ -50,7 +65,7 @@ cmar integrate examples/seed_14kb_intent --audit-package data/external_audit_see
```


## Final hardening v1.4.1
## Diagnostics & corpus evaluation

```bash
cmar doctor
Expand All @@ -61,7 +76,7 @@ python scripts/release_check.py
`cmar doctor` now defaults to the current directory. The benchmark corpus is now consumed by tests and release check, so it is not dead mass.


## Real GitHub Activity Evidence v1.5.0
## Real GitHub activity evidence

CMAR can collect **real** engineering-activity evidence for a GitHub owner using
the authenticated GitHub CLI. It never fakes private data, never prints or stores
Expand Down Expand Up @@ -92,7 +107,7 @@ GitHub activity is an **auxiliary** evidence stream. The normalized signals
quality — the integrated verdict records `github_overrides_quality: false`.


## Cross-stream synthesis v1.6.0
## Cross-stream synthesis

When both the repository-quality stream and the GitHub-activity stream are
present, `integrate`/`runtime` emit an **emergent** `cross_stream_synthesis`
Expand All @@ -106,7 +121,7 @@ state that no single module can produce alone:
It is descriptive: `overrides_quality: false` — activity never raises the gate.


## HTTP runtime server v1.6.0 (deploy)
## HTTP runtime server

Move CMAR from dev CLI to a running service external agents can call:

Expand All @@ -122,7 +137,7 @@ tokens. Binds to localhost by default; put it behind an authenticating proxy
before exposing publicly (it shares the server's GitHub read scope).


## Future-state projection v1.7.0 (expand)
## Future-state projection

CMAR projects where the artifact is heading, not just where it is:

Expand All @@ -141,3 +156,7 @@ runs. `integrate` embeds `expansion` / `potential_mass` / `expansion_verdict`.

Falsifier invariant **F11** (`expansion_not_diverging_on_release`): a release
must not pass while the system is projected to degrade.

## License

[MIT](LICENSE) © 2023–2026 Yaroslav Vasylenko (neuron7xLab)
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