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 skills/0langa/cibseven-devflows/release-with-devflowsnpx skills add 0langa/cibseven-devflows --skill release-with-devflowsgit clone --depth 1 https://github.com/0langa/cibseven-devflowsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/0langa/cibseven-devflows/release-with-devflows)<a href="https://agentmods.dev/skills/0langa/cibseven-devflows/release-with-devflows"><img src="https://agentmods.dev/badge/skills/0langa/cibseven-devflows/release-with-devflows.svg" alt="Measured on agentmods" height="20"></a>What 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 | $0.00086 | $0.01463 |
| Opus 5 | $0.00043 | $0.00732 |
| Sonnet 5 | $0.00017 | $0.00293 |
| Haiku 4.5 | $0.00009 | $0.00146 |
Grade A, and why
release-with-devflows 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 — 118 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Releasing through cibseven-devflows
The release runs as a BPMN process on a local CIB seven engine. The engine owns the state and the history; the worker on this machine runs the commands; a decision table decides whether a human is asked at all.
The process is:
gates -> draft release notes -> decide policy (DMN) -> approval required?
no -> tag -> publish
yes -> human approval (with a timer) -> approved? -> tag -> publish
If publishing fails after the tag was created, the process compensates and deletes the tag again.
Before you start
- Call
doctor(repo_path). One call reports the engine, whether thedevflows-releaseprocess and therelease-policydecision are deployed, and whether the repository'sdevflows.yamlparses. Read thecheckslist and fix what is notok:- engine not reachable:
docker compose -f engine/docker-compose.yml up -d, wait ~30 seconds. - process or decision not deployed: call
deploy_process. devflows.yamlfails to parse: the repository cannot be released this way. Stop. Only ifdoctoris unavailable, fall back toengine_statuspluslist_processes.
- engine not reachable:
- The worker. There is no tool for this. If a run makes no progress, the worker is almost always
the reason: the user must run
uv run devflows-workerin a second terminal.
The order to call the tools
list_gates(repo_path)- show the user what is about to run.start_release(repo_path, version, dry_run=true)- always rehearse first. Report the process instance id and the link to the run in the web UI.get_run(process_instance_id)- poll. Show the user thegateslist, not the raw variables. Then read the result carefully, because there are two different outcomes. See below.get_runagain at the end to reporttag_name,release_urlandstate.- Only when the dry run finished cleanly, offer the real run:
start_release(repo_path, version, dry_run=false).
A release may not stop for a human at all
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 · 118 lines · 86 tokens per session scan A dd54fd53666f
release-with-devflows is a skill published in the GitHub repository 0langa/cibseven-devflows (0 stars, last pushed 11d ago), licensed Apache-2.0. It adds 86 tokens to every session and 1,463 once invoked, about $0.0004 per session on Opus 5. 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.
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