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 skills add jpicklyk/task-orchestrator --skill manage-schemasgit clone --depth 1 https://github.com/jpicklyk/task-orchestratorWrote 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/jpicklyk/task-orchestrator/manage-schemas)<a href="https://agentmods.dev/skills/jpicklyk/task-orchestrator/manage-schemas"><img src="https://agentmods.dev/badge/skills/jpicklyk/task-orchestrator/manage-schemas/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jpicklyk/task-orchestrator/manage-schemas"><img src="https://agentmods.dev/badge/skills/jpicklyk/task-orchestrator/manage-schemas.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00212 | $0.03205 |
| Opus 5 | $0.00106 | $0.01603 |
| Sonnet 5 | $0.00042 | $0.00641 |
| Haiku 4.5 | $0.00021 | $0.00320 |
Grade A, and why
manage-schemas 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 9d 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 — 237 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Manage Schemas — Note Schema Lifecycle
Create, view, edit, delete, and validate note schemas in .taskorchestrator/config.yaml. Schemas define which notes agents must fill at each workflow phase before advancing items.
Step 1 — Determine Intent
Classify from $ARGUMENTS and conversation context before making any tool calls.
| Signal words | Action |
|---|---|
| "create", "build", "new", "add schema", "define", "set up" | CREATE |
| "recommend", "advise", "design", "what schema should I use", "help me choose", a described workflow with no schema name | CREATE (advisor path) |
| "show", "view", "list", "what schemas", "display" | VIEW |
| "edit", "modify", "change", "update", "add note to", "remove note from" | EDIT |
| "delete", "remove schema", "drop" | DELETE |
| "validate", "check", "verify", "lint" | VALIDATE |
If $ARGUMENTS contains both an action and a schema name (e.g., "view bug-fix"), extract both. If intent cannot be determined, ask via AskUserQuestion with options: Create, View / Validate, Edit, Delete.
Validate is grouped with View — both are read-only operations on the config file.
Step 2 — Config Bootstrap
Check if .taskorchestrator/config.yaml exists by reading it.
If the file does not exist:
- For VIEW or VALIDATE: report "No schemas configured —
.taskorchestrator/config.yamldoes not exist." and stop. - For CREATE, EDIT, or DELETE: create the
.taskorchestrator/directory if missing, then createconfig.yamlwith an emptywork_item_schemas:key:work_item_schemas:
If the file exists: Read and parse it. Proceed to Step 3.
Note:
project:is a recognized top-level key alongsidework_item_schemas,traits,resources, andactor_authentication— it anchors this repo to a project root item and is read only by other skills (quick-start,/adopt-project-scope), never by this skill. Do not treat it as unknown, and never drop or rewrite it — every write operation in Step 3 (CREATE/EDIT/DELETE) must carry it through unchanged. Seereferences/config-format.md→ Project Scoping for its fields. (resources:is the optional shared-resource registry — seereferences/config-format.md→ "Resources (Trait Dimension)"; it must be preserved the same way.)
What ships with it
18 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/companion-template.md 3.7 KB
- references/config-format.md 42 KB
- references/create-workflow.md 15 KB
- references/delete-workflow.md 1.7 KB
- references/edit-workflow.md 5.0 KB
- references/example-schemas.md 15 KB
- references/profiles/autonomous-loop.md 1.4 KB
- references/profiles/content-production.md 1.9 KB
- references/profiles/data-pipeline-ops.md 2.0 KB
- references/profiles/document-review.md 1.3 KB
- references/profiles/incident-response.md 1.7 KB
- references/profiles/multi-project.md 1.0 KB
- references/profiles/research-pipeline.md 1.9 KB
- references/profiles/schema-free.md 689 B
- references/profiles/spec-driven-team.md 2.1 KB
- references/profiles/support-triage.md 1.6 KB
- references/validate-workflow.md 5.6 KB
- references/workflow-patterns.md 11 KB
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.
- 9d ago First seen · 237 lines · 212 tokens per session scan A 2f00aa995270
manage-schemas is a skill published in the GitHub repository jpicklyk/task-orchestrator (206 stars, last pushed 1mo ago), licensed MIT. It adds 212 tokens to every session and 3,205 once invoked, about $0.0011 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.
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