Agile Development 2.0

SkillAI & models

ServiceNow Agile Development 2.0 — the rm_team → rm_sprint → rm_story → rm_epic model, the state and point values ServiceNow actually accepts, how a story is attached to a sprint, and the reporting tools (board, burndown, velocity, capacity, standup, retrospective).

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Agile Development 2.0 skill

What this skill tells your AI

The instructions your AI receives, as published by serac-labs/serac in packages/skills/agile-development/SKILL.md and read by ahel’s review.

Sixteen tools on rm_* and pm_*. This is the plugin-provided Agile module (com.snc.sdlc.agile.2.0), not a generic task tracker — the tables are its own and the state values are numbers behind friendly labels.

Is the plugin even on?

Every table here comes from the plugin. If it is not activated, calls fail with "Invalid table", and the tools say so with the plugin id rather than passing the raw error through. Cheapest check — a read that needs no ids:

await snow_agile_sprint_query({ limit: 1 })   // touches rm_sprint

An instance without the plugin has none of this and no amount of retrying helps.

The model

rm_team          a scrum team, with a default velocity
  └── rm_team_member    one person on it, with a role
rm_sprint        a time box, optionally assigned to a team
rm_epic          a body of work spanning sprints
  └── rm_story        the unit of work. Points, state, assignee.
       └── rm_scrum_task   optional breakdown under a story
rm_release       groups sprints and epics for a ship date

Separately, pm_project / pm_project_task is PPM, a different product: waterfall-ish projects with a manager and dates. snow_create_project and snow_create_project_task write there. Do not mix them with the rm_* tables — a story is not a project task and nothing joins them.

Order of operations

Team → sprint → story. Every link is a reference lookup that fails if the target is not there yet.

// 1. team
const team = await snow_agile_team_manage({ action: "create", name: "Platform", velocity: 30 })
await snow_agile_team_manage({ action: "add_member", sys_id: team.sys_id,
                               member: "sam.patel", role: "scrum_master" })

// 2. sprint — the team is resolved by name or sys_id
await snow_agile_sprint_manage({ action: "create", name: "Sprint 24", team: "Platform",
                                 start_date: "2026-09-01", end_date: "2026-09-14", story_points: 30 })

// 3. stories, attached at creation or later
await snow_agile_story_manage({ action: "create", title: "Widen the assignment lookup",
                                story_points: 5, sprint: "Sprint 24", state: "Ready" })

Two things the schema does not tell you:

  • A sprint's name is written to short_description. rm_sprint has no name column; the tool maps it. Query on short_description, not name.
  • team is stored as assignment_group. The tool resolves the team through rm_team and writes the sys_id into the sprint's assignment_group. A sprint with no team is legal — omit the parameter.

The values ServiceNow accepts

Story state is a friendly label in the tool and a number on the record:

Labelrm_story.state
Draft-6
Ready-5
Work In Progress2
Testing-2
Closed Complete3
Closed Incomplete4

Pass the label — a raw number is not translated and lands as-is. Anything not in that table is dropped silently rather than rejected, so a typo means the state simply does not change.

Sprint state is not a parameter at all. action: "start" writes 2, action: "close" writes 3. There is no "reopen".

Story points are a Fibonacci-ish scale: 1, 2, 3, 5, 8, 13, 21. The field is a plain number and will take 7; every report that buckets by points then has an off-scale bucket. Estimate on the scale.

Priority is 1–4, Critical through Low, on both stories and epics — the ITSM 1–5 convention does not apply here.

Attaching a story to a sprint

sprint on snow_agile_story_manage accepts a sprint sys_id or number, and the tool resolves it through rm_sprint before writing. Same for epic. That means:

  • A sprint that does not exist yet is a failed lookup, not an auto-create.
  • Moving a story between sprints is an update with the new sprint, not a delete and recreate — the points history stays with the story, which is what burndown reads.

For more than one story, use the grooming tool instead of a loop:

await snow_agile_backlog_groom({ action: "assign_sprint", sprint: "Sprint 24",
                                 stories: [{ sys_id: storyA }, { sys_id: storyB }, { sys_id: storyC }] })
await snow_agile_backlog_groom({ action: "estimate",
                                 stories: [{ sys_id: storyA, story_points: 8 }] })

stories is always an array of objects with sys_id required, even for the actions that carry their target in a separate parameter — a bare array of sys_ids is rejected. priority, story_points and order go on the item; sprint and epic go on the call.

Its four actions are reprioritize, estimate, assign_sprint and move_epic — the four things grooming actually is. Each story is patched independently and the response carries a per-story updated / skipped / error status, so a partial failure is visible rather than fatal.

Reading a board

// stories grouped by state column; falls back to the team's active sprint
await snow_agile_sprint_board({ team: "Platform", include_tasks: true })

// the backlog: unassigned or unestimated work is the useful filter
await snow_agile_backlog_query({ unassigned_only: true, has_points: false, limit: 50 })

snow_agile_backlog_query paginates with limit/offset and defaults to 25. A backlog is usually longer than that — a result of exactly 25 means truncated.

Reporting

Five tools that read and never write. They differ in what they need:

ToolNeedsAnswers
snow_agile_sprint_burndowna sprintideal vs actual points per day, scope changes
snow_agile_velocity_reporta teamcommitted vs completed per sprint, last 6
snow_agile_capacity_plana teamavailability vs commitment, recommended capacity
snow_agile_standup_reporta teamwho did what since yesterday, and blockers
snow_agile_retrospectivea sprint or teamplanned vs completed, carry-over, defect rate

capacity_plan averages velocity over velocity_sprints (3 by default), so on a team with fewer than three closed sprints its recommendation is an average of very little. retrospective defaults to the last closed sprint when no sprint is given — running it mid-sprint reports on the previous one, which is usually what you want and occasionally a surprise.

Blockers come from the story: blocked and blocked_reason on rm_story. If standup reports no blockers on a visibly stuck team, nobody is setting the flag — the report is accurate and the data is not.

Releases

await snow_agile_release_manage({ action: "readiness", sys_id: releaseSysId })

readiness is the useful one: it reports story completion across the sprints and epics linked to the release. create/update take a state from Draft, Planning, In Progress, Released, Cancelled.

Related

  • update-set-workflow — none of this is configuration. Stories and sprints are data; they are not captured in an update set and do not move between instances that way.
  • request-management — the other place work items live, and a different set of tables entirely.

Signals

GitHub stars
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Forks
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Last commit
Sep 2026
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skill
Gateway key
agile-development
Source
github.com/serac-labs/serac