Skip to main content

spotregen

Tooling for Regenerative Software in the sense of Chad Fowler: code is disposable, the knowledge around it is the asset. A module is safely replaceable when it can be deleted and rebuilt from knowledge that lives outside its implementation. spotregen reads that knowledge from a tracked regen/ tree and checks it against the source tree.

  • Standard library only: zero runtime dependencies, Python 3.13 or later.
  • It never imports the modules it describes; it reads the source with ast.
  • A deterministic gate (spotregen check) for make guard, plus reports (status, deletion-test, context, compact, new-unit), three measures (measures for intent coverage and specification size, mutate for the mutation score of one unit, measures --mutation-score for all three of every unit) and two non-deterministic drivers (claude, local) that regenerate a unit with an LLM.

Install

uv add --dev spotregen

Use

spotregen check [--strict]            # the gate: exit 1 on errors
spotregen status                      # units by pace and coverage
spotregen deletion-test UNIT          # blast radius and knowledge gaps
spotregen context UNIT [-o FILE]      # regeneration bundle, no bodies
spotregen compact                     # compaction candidates
spotregen measures [--mutation-score]  # intent coverage and specification size;
                                      # --mutation-score adds the score (slow: runs every mutant)
spotregen mutate UNIT [--out FILE]    # mutation score: planted mutants
spotregen new-unit MODULE --pace P --risk R [--dry-run]
spotregen gui                         # the graphical interface (tkinter, see below)
spotregen claude UNIT [...]           # regenerate with `claude -p` (needs claude)
spotregen local UNIT --model M [...]  # regenerate with a local LM Studio model

--root DIR selects the repository (default: search upwards for regen/architecture.toml); python -m spotregen works as well. A repository carries:

  • regen/architecture.toml: the compilation target (allowed imports, accepted cycles, pace policy, conventions, scan directories).
  • regen/units/<unit>.toml: one regenerable unit with intent, evaluations and consumers.
  • regen/decisions/<id>.toml: provenance records.

Graphical interface

spotregen gui (also spotregen-gui and python -m spotregen.gui) opens a window with an Overview, a Check view and a Status view. It uses tkinter from the standard library, so it adds no dependency, and it shows the exact command line under every action. A Python without tkinter gets a message with the fix; Python builds managed by uv include it. See docs/gui.qmd and ADR 0002.

The schema, the finding codes and the tutorials are in the documentation, https://advm1.gm.fh-koeln.de/~bartz/spotregen/. A minimal repository for trying it out is built by spotregen.make_sample_repo.

Develop

make sync && make test-fast     # environment and fast tests
make verify                     # guard + lint + test + doc, the gate before a push

See CONTRIBUTING.md and RELEASING.md. The design is recorded in ADR 0001 and, for the graphical interface, ADR 0002.

License

AGPL-3.0-or-later.

Metadata

Release files for spotregen 0.8.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for spotregen 0.8.0
File Size Uploaded
spotregen-0.8.0.tar.gz 81.5 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for spotregen 0.8.0
File Interpreter ABI Platform
spotregen-0.8.0-py3-none-any.whl Python 3 none any Details

Total release size: 182.6 kB

Release files / spotregen-0.8.0.tar.gz

Download URL spotregen-0.8.0.tar.gz
Size 81.5 kB
Tags Source
SHA-256 checksum
How to use checksums
1a1988eb67113422196807c1e9920de3352fc9bf45ce57a260984effccfc1035
BLAKE2b-256 checksum
How to use checksums
9d612449e6e6b14b2fa7a1866c534a389d1c655e541e03babbf176a697113c54
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.14.2

Release files / spotregen-0.8.0-py3-none-any.whl

Download URL spotregen-0.8.0-py3-none-any.whl
Size 101.2 kB
Tags Python 3
SHA-256 checksum
How to use checksums
71cb0065783f54b0a2e3b125cd4ca0fbdc09c02ed3c637d009e6bd663aaceb88
BLAKE2b-256 checksum
How to use checksums
c092cedd9e68d52fd87095586856b793ddf8d3d4a7885e237d460c09366699df
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.14.2

Release history Release notifications | RSS feed

0.11.0

2 release files

0.10.1

2 release files

0.10.0

2 release files

0.9.0

2 release files

0.8.1

2 release files

This release

0.8.0 This release

2 release files

0.7.0

2 release files

0.6.0

2 release files

0.5.0

2 release files

0.4.0

2 release files

0.3.0

2 release files

0.2.0

2 release files

0.1.1

2 release files

0.1.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page