Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/dmzoneill/redhat-ai-workflow/project_toolsgit clone --depth 1 https://github.com/dmzoneill/redhat-ai-workflowWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00000 | $0.01404 |
| Opus 5 | $0.00000 | $0.00702 |
| Sonnet 5 | $0.00000 | $0.00281 |
| Haiku 4.5 | $0.00000 | $0.00140 |
Grade A, and why
project_tools scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 223 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Project Tools
Tools for managing projects in config.json.
Overview
These tools help you add, list, update, and remove projects from the workflow configuration. They support auto-detection of project settings from the filesystem.
Tools
project_list
List all configured projects.
project_list()
Shows:
- Project name and path
- GitLab and Jira configuration
- Default branch
- Status (✅ if path exists, ❌ if missing)
project_detect
Auto-detect project settings from a directory.
project_detect(path="/path/to/project")
Detects:
- Language: Python, JavaScript, Go, Rust, Java
- Default branch: From git remote HEAD
- GitLab remote: From git origin URL
- Lint command: Based on config files (pyproject.toml, package.json, etc.)
- Test command: Based on test framework detection
- Scopes: From directory structure
Returns a suggested config entry that can be used with project_add.
project_add
Add a new project to config.json.
project_add(
name="my-project",
path="/home/user/src/my-project",
gitlab="org/my-project",
jira_project="AAP",
jira_component="My Component", # optional
lint_command="", # auto-detected if empty
test_command="", # auto-detected if empty
default_branch="main", # auto-detected if empty
konflux_namespace="", # optional
scopes="api,core,tests", # comma-separated, auto-detected if empty
auto_detect=True # enable auto-detection
)
If auto_detect=True (default), empty fields will be populated from the project directory.
project_update
Update an existing project's configuration.
project_update(
name="my-project",
lint_command="ruff check .", # only updates provided fields
test_command="pytest -v"
)
Only updates fields that are provided (non-empty).
project_remove
Remove a project from config.json.
project_remove(name="my-project") # shows confirmation prompt
project_remove(name="my-project", confirm=True) # actually removes
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago First seen · 223 lines · 0 tokens per session scan A e1252c18901f
project_tools is a command published in the GitHub repository dmzoneill/redhat-ai-workflow (5 stars, last pushed 23d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 1,404 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other commands, from other repositories
pr-address
Address PR review comments on current branch.
validate_changed_docstrings
Validates Python docstrings in all uncommitted changed files using Sphinx parsing.
OPSX: Continue
Continue working on a change - create the next artifact (Experimental).
OPSX: Propose
Propose a new change - create it and generate all artifacts in one step.
triage
Triage Linear issue with comprehensive analysis.
mass-line
用群众路线收集多源信息、整合反馈并返回验证。.