Dagster is a platform for developing, running, and observing data assets, such as datasets and the processes that produce them. It is used to organize and automate data workflows.
Borrowing it
Nothing to install: this file belongs to dagster-io/dagster. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/dagster-io/dagster/master/.claude/commands/erk/objective-next-plan.mdgit clone --depth 1 https://github.com/dagster-io/dagsterWrote 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/commands/dagster-io/dagster/objective-next-plan)<a href="https://agentmods.dev/commands/dagster-io/dagster/objective-next-plan"><img src="https://agentmods.dev/badge/commands/dagster-io/dagster/objective-next-plan.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 5.1 | $0.00008 | $0.02034 |
| Opus 5 | $0.00004 | $0.01017 |
| Sonnet 5 | $0.00002 | $0.00407 |
| Haiku 4.5 | $0.00001 | $0.00203 |
Grade A, and why
objective-next-plan 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 7d 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 — 253 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/erk:objective-create-plan
Create an implementation plan for a specific step in an objective's roadmap.
Usage
/erk:objective-create-plan 3679
/erk:objective-create-plan https://github.com/owner/repo/issues/3679
/erk:objective-create-plan # prompts for issue reference
Agent Instructions
Step 1: Parse Issue Reference
Parse $ARGUMENTS to extract the issue reference:
- If argument is a URL: extract issue number from path
- If argument is a number: use directly
- If no argument provided: try to get the default from pool.json (see below), then prompt if no default
Getting default objective from pool.json:
If no argument is provided, check if we're in a pool slot worktree with a last objective:
erk exec slot-objective
This returns JSON like:
{ "objective_issue": 123, "slot_name": "erk-slot-01" }
Or if not in a slot or no objective:
{ "objective_issue": null, "slot_name": null }
If objective_issue is not null, use it as the default and inform the user: "Using objective # from slot's last objective. Run with explicit argument to override."
If no default found or not in a pool slot, prompt user using AskUserQuestion with "What objective issue should I work from?"
Step 2: Fetch and Validate Issue
erk exec get-issue-body <issue-number>
This returns JSON with {success, issue_number, title, body, labels, url}.
Validate this is an objective:
- Check for
erk-objectivelabel in thelabelsarray - If label is
erk-planinstead: report error "This is an erk-plan issue, not an objective. Use/erk:plan-implementinstead." - If neither label: warn but proceed
Step 2.5: Create Objective Context Marker
Create a marker to persist the objective issue number for the exit-plan-mode hook.
erk exec marker create --session-id "${CLAUDE_SESSION_ID}" \
--associated-objective <objective-number> objective-context
Replace <objective-number> with the issue number from Step 2.
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.
- 7d ago First seen · 253 lines · 8 tokens per session scan A 51258c2655b3
objective-next-plan is a command published in the GitHub repository dagster-io/dagster (16,114 stars, last pushed 2d ago), licensed Apache-2.0. It adds 8 tokens to every session and 2,034 once invoked, about $0.0000 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 2026-08-30.
Other commands, from other repositories
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.
implement
Execute the implementation plan by processing and executing all tasks defined in tasks.md.