Skip to main content

agent-sdlc

CI

A software development lifecycle shipped as agent config for Claude Code and Codex: rules, skills, slash commands, hooks, and a diff-scoped mutation gate.

Docs: https://pavelguzenfeld.com/agent-sdlc/

Why

A coding agent writes the code and the tests for it, and tests written next to the code tend to agree with it, bugs included. On a mature suite, 57% of real bug-class mutants survived. agent-sdlc puts that check, plus scope, intent and git safety, into hooks and a gate instead of leaving them to the agent's memory.

Problem What catches it
Tests that pass but assert nothing mutation-gate: a surviving mutant blocks the commit
Tests shaped to the code An adversary review that sees intent and tests, never the code
Scope creep 40-line limit without a ticket; one ticket, one branch, one PR
Design notes rotting in the tree New .md files are blocked; intent lives in the tracker
Destructive git A hook that denies reset --hard, add -A, force-push
AI tells and leaked identity in commits commit-msg and no-leaks hooks

Example

def is_adult(age):
    return age >= 18

def test_adult():
    assert is_adult(30)

def test_child():
    assert not is_adult(5)
BLOCKED: 2 mutant(s) survived with no waiver.
  age.py:2:11:operator:age >= 18 => age > 18
  age.py:2:18:literal:18 => 19

Add assert is_adult(18) and assert not is_adult(17), and the gate passes.

Install

Claude Code:

claude plugin marketplace add PavelGuzenfeld/agent-sdlc
claude plugin install agent-sdlc@agent-sdlc

Tools the gate needs, and Codex:

git clone https://github.com/PavelGuzenfeld/agent-sdlc
cd agent-sdlc
./install.sh --deps
Want Do
Claude Code The plugin above; --scope local or --scope project keeps it to one repo
Codex ./install.sh --target codex, or add the repo as a Codex marketplace source
Gate dependencies ./install.sh --deps (--deps=say adds voice)
Only the gate pip install agent-sdlc (WordNet check: agent-sdlc[vocabulary])
The gate on a repo Add .mutation-gate.toml, wire the pre-commit hooks
  • install.sh links skills/ into ~/.codex and renders commands/ as Codex skills. It installs nothing into ~/.claude. A second run changes nothing.
  • Installed an older install.sh into ~/.claude? ./install.sh --uninstall-legacy removes those links and hooks, or every hook fires twice.
  • ast-grep-cli adds an sg shim that can shadow the system sg; call ast-grep.

Use it

In Claude Code (Codex: $name instead of /name):

  1. Install the plugin and ./install.sh --deps
  2. In your repo: touch .mutation-gate.toml && mutation-gate rules sync
  3. claude, then /grill <idea> or gh issue create …
  4. Approve the ticket: gh issue edit 42 --add-label model:sonnet
  5. /kata 42: a worker writes the failing test, implements, gates, opens the PR
  6. Review, then type LGTM: it squash-merges and cleans up
  7. /done to close out the session

Full walkthrough, and what differs in Codex: https://pavelguzenfeld.com/agent-sdlc/usage/

What's inside

Path What
rules/ How to work; synced into a repo with mutation-gate rules sync
commands/ Slash commands: /kata, /done, /grill, /rectify …
skills/ On-demand playbooks: /diagnose, /sol-budget, /verify-generated-diff …
bin/ Hooks and helpers: git-guardrail.sh, the /say stack
mutation_gate/ The gate and the mutation-gate CLI

CI runs scripts/no-leaks.sh on every PR. It flags emails, RFC1918 addresses, user-at-host references, /home/<user>/ paths and non-personal ghcr.io/ paths, and prints only file:line.

MIT, see LICENSE and NOTICE.md for one vendored third-party skill. Contributions: CONTRIBUTING.md, bound by CODE_OF_CONDUCT.md. Security: SECURITY.md.

Metadata

Release files for agent-sdlc 0.3.1

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

Source distribution (sdist)

Source distribution for agent-sdlc 0.3.1
File Size Uploaded
agent_sdlc-0.3.1.tar.gz 77.7 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for agent-sdlc 0.3.1
File Interpreter ABI Platform
agent_sdlc-0.3.1-py3-none-any.whl Python 3 none any Details

Total release size: 170.0 kB

Release files / agent_sdlc-0.3.1.tar.gz

Download URL agent_sdlc-0.3.1.tar.gz
Size 77.7 kB
Tags Source
SHA-256 checksum
How to use checksums
04ce79b1b1dce0772439b45bacbffd6326d1cf96bceadb3a53908f39004c059e
BLAKE2b-256 checksum
How to use checksums
140ef2b740722f4ffd3a20dd9ccdb354f7f0c524e226f24f8008933e17f9fd3d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 27, 2026.

Transparency log

Release files / agent_sdlc-0.3.1-py3-none-any.whl

Download URL agent_sdlc-0.3.1-py3-none-any.whl
Size 92.3 kB
Tags Python 3
SHA-256 checksum
How to use checksums
48c56db21e773b73b23a3e7299580c9c142665f35862b6445016a7f62e915e42
BLAKE2b-256 checksum
How to use checksums
c4723315e4f81c528da6c71e8ac0d36aac6ca0ba5d187086a62019cb9fa26368
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 27, 2026.

Transparency log

Release history Release notifications | RSS feed

0.4.1

2 release files

0.4.0

2 release files

This release

0.3.1 This release

2 release files

0.3.0

2 release files

0.2.1

2 release files

0.2.0

2 release files

0.1.1

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