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AK Task · saltbo | DecimalAI

agent toolingby saltbo

AK Task

saltbo/ak-task

Source saltbo/agent-kanban ↗License NOASSERTION

Run the Agent Kanban task lifecycle: create, assign, monitor, and either hand review to an active board maintainer or review and finish the task as leader. Use only when the user explicitly asks for AK Task, Agent Kanban, an AK task, or delegation through an AK board.

SkillScore82Maintained

Automatic

Project Management pack

Last verified 9/23/2026

What it changes

Passed 16 of 19 test cases with the skill, and 9 of 19 without it.

Without skill45%

With skill82%

Checks it passed that the model alone missed

Creates the initial task unassigned via POST.
Patches assignedTo in a separate follow-up request.
Uses lowerCamelCase field names for task payload properties.

and 6 more in the full report

8 fixed10 passed either way4 still failing0 broke

Pass-rate lift: +36 pp
Tokens: +8%
Agent turns: 0%
Response time: -35%

Model gemini-3.6-flashMeasured 9/23/2026v318 of 22 cases passed with skill · 19 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/saltbo-ak-task/SKILL.md https://app.decimal.ai/s/saltbo-ak-task/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add saltbo-ak-task, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/saltbo-ak-task/ and pins it in .decimal/skills.lock

decimalai skills add saltbo-ak-task

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/saltbo-ak-task/SKILL.md https://app.decimal.ai/s/saltbo-ak-task/SKILL.md

Raw file: /s/saltbo-ak-task/SKILL.md ↗ · machine-readable summary at /s/saltbo-ak-task.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 8

Prompt

Which Content-Type header must be set when sending an HTTP PATCH request to update the assignedTo field of task 'task-456' in agent-kanban?

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies application/merge-patch+json as the Content-Type header.	Missed	Passed

case-08 · gemini-3.6-flash · 9/23/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md93 linessingle file

AK Task

Before creation

Use generic Toolbox reads to resolve the Board, Repository, and existing Tasks:

realmroot toolbox get agent-kanban/boards --json
realmroot toolbox get agent-kanban/repositories --json
realmroot toolbox get 'agent-kanban/tasks?boardId=<board-id>' --json

Find available Agents:

realmroot toolbox get 'agent-kanban/agents?schedulable=true' --json

Use the selected Agent's subject as assignedTo. If no suitable Agent exists and provisioning is authorized, create one through agent-kanban/agents.

Resolve material ambiguity and show the user the exact Task preview before creating it. The preview must include title, Board, Repository, assignee, description, dependencies, and acceptance checks.

Create and assign

Create an unassigned Task, then patch its assignedTo field.

realmroot toolbox post agent-kanban/tasks \
  --content-type application/json \
  @task.json --json

realmroot toolbox patch agent-kanban/tasks/<task-id> \
  --content-type application/merge-patch+json \
  '{"assignedTo":"<realmroot-agent-actor-id>"}' --json

Track record

Benchmark

16 / 19

test cases passed, vs 9 / 19 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 9/17/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

saltbo / agent-kanban

skills/ak-task/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 9/17/2026Version v3

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

saltbo/ak-workerWork on an assigned Agent Kanban Task through Realmroot Toolbox. Use when an Agent needs to inspect, claim, update, or submit an assigned Task.Close match0 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

AK Task

Before creation

Create and assign

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills