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 flonat/flonat-research --skill task-managementgit clone --depth 1 https://github.com/flonat/flonat-researchWrote 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/flonat/flonat-research/task-management)<a href="https://agentmods.dev/skills/flonat/flonat-research/task-management"><img src="https://agentmods.dev/badge/skills/flonat/flonat-research/task-management/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/flonat/flonat-research/task-management"><img src="https://agentmods.dev/badge/skills/flonat/flonat-research/task-management.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 | $0.00076 | $0.01475 |
| Opus 5 | $0.00038 | $0.00737 |
| Sonnet 5 | $0.00015 | $0.00295 |
| Haiku 4.5 | $0.00008 | $0.00147 |
Grade A, and why
task-management 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 8d 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 — 160 lines — stays where its author put it; the contents beside it link to each section on GitHub.
the user's Task Management System
Portable vault pre-check
Before any vault-dependent workflow, probe the portable CLI once:
taskflow-cli list-topics --limit 1 --json
taskflow-cli is the default route in both clients. A Taskflow MCP registration is an optional Claude adapter; its absence never means that the vault is unavailable. If the CLI probe fails, report the failure and follow shared/mcp-degradation.md.
For the boundary between stored portfolio facts, venue recommendations, venue policy, and interface audits, follow shared/research-query-routing.md.
System Overview
This is a hybrid vault + local context library system. Before taking action:
- Read context files in
.context/to understand current state - Query vault for dynamic task data
- Ask questions before dumping lists (the user prefers this)
- Update context after sessions
Key Locations
Context Library (.context/)
profile.md— Who the user is, roles, research areascurrent-focus.md— What they're working on NOW (update this!)projects/_index.md— All active projectsworkflows/— How to help with specific taskspreferences/— Priority definitions, naming conventionspeople/— Supervisors and collaborators
Vaults
- Tasks Tracker: Research Vault tasks database at
~/vault - Research Pipeline: Research Vault pipeline database at
~/vault
Workflows
Daily Planning
When the user asks to plan their day:
- Read
.context/current-focus.mdand.context/workflows/daily-review.md - Query vault for:
- Overdue tasks (Due date < today, Status != Done)
- Due today (Due date = today)
- High priority items
- Ask orientation questions:
- "How's your energy today?"
- "Any fixed commitments?"
- "What were you working on yesterday?"
- Help prioritise based on answers
- Update
current-focus.mdat end of session
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.
- 8d ago First seen · 160 lines · 76 tokens per session scan A b54daebb52f5
task-management is a skill published in the GitHub repository flonat/flonat-research (133 stars, last pushed 16d ago), licensed MIT. It adds 76 tokens to every session and 1,475 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 2026-09-03.
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