Why: The old AI local-review workflow was experimental, duplicated newer validation guidance, and still carried stale review behavior on main. Impact: Local validation keeps useful checks in the maintained planner and removes the obsolete experiment while retaining shared prompt assets. Before/After: Before, local review policy lived partly in an unused AI script and a deleted workflow entry point. After, the planner and skills own the reusable checks and prompt guidance. Technical Overview: Remove ai/local-review-workflow.sh and .agent/workflows/audit.md. Teach devtools/local-validation-plan.sh to derive its default base from RSYSLOG_LOCAL_VALIDATION_BASE, rsyslog.localValidationBase, or the worktree HEAD reflog baseline. Use the same base for local Cubic review so committed branch changes are reviewed against the worktree creation point. Add advisory raw allocation and test antipattern scans, and run fast mock distcheck for distribution-risk test/build changes. Fold the old audit prompt guidance into the local container testing skill as late manual prompt audits without launching another AI CLI. Document ai/ as the central shared prompt-asset library and remove stale references to deleted workflow paths. With the help of AI-Agents: OpenAI Codex
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AGENTS.md – rsyslog Repository Agent Guide
This file defines the high-level roadmap for AI assistants to understand and contribute to the rsyslog codebase. Technical workflows are now modularized into Skills.
Local Overlay
Before starting work in this repository, read AGENTS.local.md if it exists.
That file contains machine- and workflow-specific instructions that are not
duplicated here.
AI Agent Skills
To ensure consistency and high-quality contributions, AI agents SHOULD use the following standardized skills located in .agent/skills/:
| Skill | Purpose |
|---|---|
rsyslog_build |
Environment setup and incremental parallel builds. |
rsyslog_test |
Standardized validation and debugging via diag.sh. |
rsyslog_local_container_testing |
CI-style local dev-container validation, change-gated Ubuntu 26.04 first, late prompt audits, service-skip checks, and clean-tree rules. |
rsyslog_pr_babysitting |
Post-push PR monitoring, including CI failures, reruns, and unresolved review-thread checks. |
rsyslog_changelog |
Selective ChangeLog maintenance that follows release-note style and avoids low-signal churn. |
rsyslog_doc |
Structured, RAG-optimized documentation and metadata. |
rsyslog_doc_dist |
Syncing documentation files in doc/Makefile.am. |
rsyslog_module |
Technical patterns for concurrency and module authoring. |
rsyslog_config |
Dual-frontend config architecture (RainerScript + YAML) and parity rules. |
rsyslog_issue_triage |
GitHub issue backlog triage, clustering, closure comments, and local evidence boards. |
rsyslog_continuous_issue_session |
Long-running issue-fix sessions with a rolling active PR set, validation gates, babysitting, cleanup, and automatic refill from the local issue cache. |
rsyslog_commit |
Compliant commit messages and branching policies. |
Agent Quick Start: The "Happy Path"
Follow these steps for a typical development task:
- Build: Use the
rsyslog_buildskill to set up and compile. - Validate: Use the
rsyslog_testskill to run relevant shell tests. - Container Validation: Use the
rsyslog_local_container_testingskill when Docker or Podman container tooling is available. - Local AI Review: Run local Cubic review when
cubicis available. - Commit: Use the
rsyslog_commitskill to format code and draft your message.
Tip: You do NOT need to re-run your build, test, or container validation cycle after formatting if you already validated the code immediately before.
Repository Overview
- Primary Language: C (v8 worker model)
- Architecture: Microkernel core (
runtime/) + Loadable Plugins (plugins/) - Metadata: Every module directory contains
MODULE_METADATA.yaml. - Knowledge Base:
doc/ai/contains canonical patterns for RAG ingestion. - Security Triage:
doc/ai/security_triage_rubric.mddefines how AI agents must distinguish confirmed issues from potential issues, hardening, and invalid findings before using security severity or CWE language.
Container Images
- Runtime container definitions live in
packaging/docker/rsyslog. - Local GitHub Actions-style validation commands for the Ubuntu 26.04 dev
container, local concurrency knobs, clang static analyzer, disabled external
services, and Docker storage cleanup are documented in the
rsyslog_local_container_testingskill. AI agents should use that skill when running or planning this validation. - The container Makefile default version must stay clearly non-release.
Use explicit
VERSION=...values for release-like local rehearsals and for any publish automation. - Release-tagged container images are downstream of package publishing. AI agents must not add or use release container flows that bypass the Adiscon PPA readiness check.
- Manual release flows use two fixed channels:
stablemaps8.yymm.0to20yy-mmviappa:adiscon/v8-stable, anddaily-stableusesppa:adiscon/daily-stablewith the fixed tagdaily-stable. - AI agents must not introduce release-looking fallback tags such as
2026-03as the default local container build version.
Required Final Validation Gate
For implementation tasks, AI agents MUST treat PR-ready local container validation as the final validation gate when container tooling is available.
- Start by running
devtools/local-validation-plan.shto classify the local diff. Usedevtools/local-validation-plan.sh --runwhen you want the helper to execute the selected validation path and fail on the first required error. The helper includes committed branch changes, staged/unstaged tracked changes, and untracked files, so it is safer than manually inspecting onlyorigin/main...HEADduring active local work. - Agent-documentation and skill-only edits, limited to files such as
AGENTS.md,AGENTS.local.md,.agent/skills/**, or.codex/skills/**, do not require a full local CI container run or static analyzer. Validate them with text review, targeted command-snippet checks when useful, and the relevant documentation/style checks. If the same change also touches code, tests, workflows, build files, or scripts, validate those touched areas via the container-testing skill. - User-facing documentation edits that affect rendered Sphinx docs under
doc/source/**, or Sphinx support files for that tree, should run a high-concurrency docs build instead of local runtime CI:./doc/tools/build-doc-linux.sh --clean --format html --jobs "${RSYSLOG_LOCAL_DOC_JOBS:-$(nproc)}". Internal agent, skill, and AI-maintenance docs that are not rendered into the user manual do not require this docs build unless they also change rendered Sphinx inputs. - If Docker or Podman is available and usable, run the
rsyslog_local_container_testingskill's PR-ready local validation before reporting the task complete. - PR-ready local container validation means the skill's ordered
change-gated sequence: the Ubuntu 26.04
run-ci.shcheck run using the same relevance gates as regular PR CI, the Ubuntu 26.04 static analyzer where applicable, late prompt-based audit passes where applicable, and local Cubic where applicable. Focused container tests are useful targeted evidence, but they are not the final gate unless the skill explicitly allows the reduced lane for the touched area. - Use the skill's configured CI-equivalent dev image, including Docker Hub dev images when appropriate. Use a locally built image only when validating that local image or the runtime container produced by the task.
- Run local Cubic validation for code changes when
cubicis installed and reachable. Do not run Cubic for documentation-only changes. For tests, workflow, build, and other non-code changes, use Cubic when the change is non-trivial, behavior-affecting, security-sensitive, or large. Hosted Cubic or Gemini PR comments are additional review feedback, not substitutes for local Cubic or local container validation. - Agents should honor local machine capacity knobs when running broad local
checks:
RSYSLOG_LOCAL_CHECK_JOBSformake checkconcurrency andRSYSLOG_LOCAL_BUILD_JOBSfor build concurrency, both defaulting to10when unset. Deflake or overload experiments must use explicit prompt-provided-jNvalues instead of changing these defaults. - Relax expensive or service-backed lanes only for the narrow touched-area cases documented in the container-testing skill, and record the rationale.
- If Docker or Podman is not installed, not running, lacks required permissions, or the required image cannot be obtained, state that exact blocker in the final response.
- If PR-ready local container validation is skipped or blocked, list the targeted validation that was run instead and explicitly mark the work as not fully container-validated.
- Do not describe implementation work as fully validated or complete unless PR-ready local container validation passed, or the user explicitly accepted the reduced validation scope after the blocker was reported.
- Session ledgers and final summaries for PR work must distinguish fully PR-ready container-validated work from targeted container-tested-only work. Include the local Cubic status, hosted AI review status, image tag and ID, exact commands, local concurrency values, lane relaxations, and pass/fail results.
Context Discovery (Subtree Guides)
Each major subtree contains a specialized AGENTS.md that points to area-specific context and requirements:
- Documentation:
doc/AGENTS.md - Core Plugins:
plugins/AGENTS.md - Contrib Modules:
contrib/AGENTS.md - Runtime Core:
runtime/AGENTS.md - Testbench:
tests/AGENTS.md - Built-in Tools:
tools/AGENTS.md
Test Structure Rule
-
For this recursive Automake tree, keep
tests/as the single recursive test-owning subtree. -
New and changed tests must include inline intent documentation that says what behavior, regression, or invariant they test. If an existing test lacks that context, add it while touching the test.
For timing, retry, sampling, concurrency, or negative-path tests, also explain the oracle: what proves success or failure, and why any wait or threshold exists.
When changing a test, verify that the head comment still matches the actual setup, stimulus, oracle, and pass/fail conditions after the edit; update it in the same commit if it does not.
-
It is fine to organize sources under
tests/unit/,tests/helpers/, or similar folders, but register and run those tests fromtests/Makefile.am. -
Do not introduce additional recursive
tests/.../Makefile.amtest harnesses. Top-levelmake check TESTS=...propagates into every subdirectory, and multiple test-owning subdirs make targeted selection fragile.
Python Style Validation
- Python style is governed by
setup.cfgwithpycodestyleline length set to 120 columns. - For Python edits, run
devtools/format-python.sh <changed-python-files>whenpycodestyleis installed. Usedevtools/format-python.sh --fix <changed-python-files>to runautopep8first. - If
pycodestyleorautopep8is not installed in a local agent environment, suggest installing it (sudo apt-get install -y pycodestyle python3-autopep8on Debian/Ubuntu) but do not block unrelated build or test validation. Agents may usedevtools/format-python.sh --check-if-available ...for optional local checks. - The GitHub Actions
python_style.ymlworkflow installspycodestyleand checks only changed Python files in pull requests. It does not runautopep8. Do not introduce full-tree Python style gates unless the baseline is intentionally refreshed in the same change. - Be cautious with legacy Python-2-style helper scripts: review any
autopep8changes that touch print statements, exception syntax, imports, or line continuations.
C Formatting Validation
- C style is governed by
.clang-formatand the exact formatter configured indevtools/format-code.sh(clang-format-18at the time of writing). - For C or header edits, agents MUST run
devtools/format-code.sh --git-changedbefore committing when local files may need formatting. - For deterministic local validation, agents MUST use the read-only gate:
devtools/format-code.sh --git-changed --check --check-if-available. This runsclang-formatin dry-run mode and fails if changed C/H files would be rewritten. If the exact formatter is missing, it warns and leaves hosted CI or a fuller local environment to cover the gap. - CI will not pass with improperly formatted C/H code. A missing local formatter is only a local tooling limitation, not permission to skip formatting.
devtools/local-validation-plan.sh --runexecutes this read-only C format check automatically for changed C/H files before heavier validation.
Local Preflight Linters
CodeFactor and CI provide centralized lint feedback, but agents SHOULD run useful local linters on the PR diff before heavier validation when the tools are already installed. These checks are advisory local validation: if a tool is missing, suggest installing it and continue with the normal build/test flow.
Use a freshly fetched upstream base when computing changed files:
git fetch upstream main --prune
- For changed shell scripts, run
shellcheckwhen installed:command -v shellcheck >/dev/null && git diff -z --name-only --diff-filter=ACMR upstream/main...HEAD -- '*.sh' | xargs -0 -r shellcheck -S warning - For changed scripts with a POSIX
shshebang, runcheckbashismswhen installed. On Debian/Ubuntu it is provided bydevscripts(sudo apt-get install -y devscripts). Do not use full-treecheckbashismsas a routine gate for the testbench; many tests intentionally use Bash-oriented testbench conventions. Prefer checking changed files that claim/bin/shportability so runtime stays proportional to the PR delta:command -v checkbashisms >/dev/null && git diff --name-only --diff-filter=ACMR upstream/main...HEAD -- '*.sh' | while IFS= read -r f; do case "$(head -n1 "$f")" in '#!/bin/sh'|'#!/usr/bin/sh'|'#!/usr/bin/env sh') checkbashisms -p "$f";; esac; done - For changed Dockerfiles, run
hadolintwhen installed:command -v hadolint >/dev/null && git diff -z --name-only --diff-filter=ACMR upstream/main...HEAD -- '*Dockerfile*' 'Dockerfile' | xargs -0 -r hadolint - For changed infrastructure/config files, run
trivy configwhen installed. Prefer changed paths or the smallest relevant directory over a full-repo scan. - For larger PRs, run
jscpdon changed source/test files when installed to catch accidental copy/paste duplication. Treat findings as review prompts, not automatic blockers.
Do not add cppcheck to the routine local PR checklist for this repository
unless a maintainer explicitly asks for it; it has historically produced too
much low-value noise on the rsyslog code base.
Limited Local Environments
Agents, workstations, and external contributor environments without Docker or Podman access, including Web Agents, must still do the best deterministic validation available in their current configuration. We must support those environments: missing local tools are coverage gaps, not local workflow blockers. Run every applicable diff-scoped linter, syntax check, static check, documentation build, host build, or focused host-side test that is available and relevant to the change. Inspect the CI configuration and changed files, and identify the hosted or local-container lanes that should cover anything the current environment cannot run. Do not claim PR-ready container validation when containers are unavailable; state the limitation and the exact lane a container-capable agent or hosted CI should run next.
devtools/local-validation-plan.sh is still useful in these environments when
the repository checkout and basic shell tools are available: run it in default
plan mode to classify the change. Use --run only for classifications whose
selected checks can actually run without containers, such as agent-doc-only,
internal-doc-only, local-validation-tooling, or rendered-docs when the docs
toolchain is available. For code, testbench, workflow, or focused container
test classifications, a no-container agent should report the recommended lanes
instead of trying to replace them with weaker local evidence.
Missing optional tools such as shellcheck, checkbashisms, actionlint,
zizmor, hadolint, trivy, jscpd, pycodestyle, Cubic, Docker, or
Podman are not fatal by themselves. Record which checks could not run, run the
available applicable subset, and name the missing checks or container lanes
that still need coverage.
GitHub Actions Validation
- When editing files under
.github/workflows/, validate locally withactionlint .github/workflows/<file>.ymland the pinned zizmor version:python3 -m venv .zizmor-venv && .zizmor-venv/bin/python -m pip install -r .github/requirements-zizmor.txt && .zizmor-venv/bin/zizmor --strict-collection .github/workflows. - Avoid direct
${{ ... }}template expansion inside shellrun:scripts. Pass expression values throughenv:variables and expand those variables in the shell script instead.
PR Test Relevance Policy
- Regular pull-request CI may use approximate relevance gates to avoid
scheduling expensive service-backed test families that cannot reasonably be
affected by the change. The goal is to omit irrelevant tests from the
configured Automake
TESTSset, not merely to start those tests and skip them late after service setup. - Relevance gates must be conservative. Direct module changes, related tests, testbench/build plumbing, workflow files, configure inputs, and shared runtime paths that can plausibly affect the service family must keep that family enabled.
- Isolated helper areas may be excluded from a heavy family only when there is a clear rationale that the family cannot use that code path. Current examples include keeping Kafka, imfile, and Elasticsearch tests disabled for unrelated helper-only changes such as lookup tables or dynstats.
- Agents changing relevance rules must validate both levels:
tests/diag.sh module-needs-testing <family>with representative changed-file sets, and a container/mock CI run that confirms the generated test list omits irrelevant heavy-family tests before execution. - Full coverage must remain forceable. Daily, weekly, release, flake-campaign,
and maintainer-requested runs must be able to bypass relevance gates via
RSYSLOG_TESTBENCH_FORCE_SERVICE_TESTS=1,RSYSLOG_TESTBENCH_FORCE_<FAMILY>_TESTS=1, orRSYSLOG_TESTBENCH_SKIP_SERVICE_RELEVANCE=1. - Do not present a relevance-filtered PR run as equivalent to an unconditional full-suite run. Report which families were disabled and why when that matters for the validation claim.
Agent Chat Keywords
SETUP: Triggers thersyslog_buildsetup workflow.BUILD: Triggers thersyslog_buildincremental build workflow.TEST: Triggers thersyslog_testvalidation workflow.CHANGELOG: Triggers thersyslog_changelogrelease-note maintenance workflow.SUMMARIZE: Generates PR and commit summaries usingrsyslog_committemplates.FINISH: Final review of code and style before conclusion.
For human-facing guidelines, see CONTRIBUTING.md and DEVELOPING.md.