dashboard

dashboard is a skill for Claude Code, Codex from cliffren/swf. It costs 19 tokens per session (448 once invoked), scanned A, original, MIT.

A status view for research projects, showing each project's current phase, task counts, blockers, and overdue work. It can cover all projects or focus on one project, while showing the ideas pipeline separately.

In plain words
What is it for?
Use it to review project health, inspect milestone progress, count tasks by status, find blockers, and see which ideas are ready to promote.
Why use it?
It brings scattered project and task information into one overview, making it easier to see progress and problems that need attention.

Skill for Claude CodeCodex

Part of the swf plugin — 16 skills, 1 agent shipped together

Install

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.

agentmods
npx agentmods add skills/cliffren/swf/dashboard
Any agent
npx skills add cliffren/swf --skill dashboard
Clone the repo
git clone --depth 1 https://github.com/cliffren/swf

Made for: Claude Code, Codex.

Or install swf, the plugin that ships this one along with the rest of its 16 skills, 1 agent.

Wrote 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.

agentmods badge for dashboard

README.md
[![agentmods](https://agentmods.dev/badge/skills/cliffren/swf/dashboard.svg)](https://agentmods.dev/skills/cliffren/swf/dashboard)
Your own site
<a href="https://agentmods.dev/skills/cliffren/swf/dashboard"><img src="https://agentmods.dev/badge/skills/cliffren/swf/dashboard.svg" alt="Measured on agentmods" height="20"></a>
Per session 19 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 448 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5 $0.00019 $0.00448
Opus 5 $0.00010 $0.00224
Sonnet 5 $0.00004 $0.00090
Haiku 4.5 $0.00002 $0.00045

Measured 3d ago against content hash bd48e769bfc7, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

dashboard 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 3d 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.

skills/dashboard/SKILL.md · 61 lines

What it actually says

Project Status Dashboard

Show a high-level overview of all research projects, or drill into a specific one.

Input

$ARGUMENTS — optional project name. If omitted, show all projects.

Workflow

All projects (no argument)

  1. List all Linear projects (exclude Ideas project from main list)

  2. For each project, show:

    • Current phase (based on which milestone has In Progress issues)
    • Issue counts: In Progress / Todo / Done
    • Any blockers or overdue items
  3. Show Ideas pipeline separately:

    • Number of ideas being evaluated
    • Any ready to promote
  4. Output format:

    ## 项目总览
    
    | 项目 | 当前阶段 | 进行中 | 待办 | 已完成 |
    |------|---------|--------|------|--------|
    | Project A | Phase 2 | 2 | 5 | 12 |
    | Project B | Phase 1 | 1 | 3 | 4 |
    
    ## Ideas 管道
    - 3 个想法评估中
    - 1 个评估完成,可 promote
    

Single project (with argument)

  1. Fetch project details from Linear
  2. Show by milestone:
    ## Project A — Phase 2: 验证与Benchmark
    
    ### Phase 1 — 数据准备与开发 (Done)
    ✓ 5/5 issues completed
    
    ### Phase 2 — 验证与Benchmark (Current)
    - [In Progress] PRJ-8: 真实数据 benchmark (agent:claude)
    - [In Progress] PRJ-9: 性能评估 (manual)
    - [Todo] PRJ-10: 子图整理 (figures)
    - [Todo] PRJ-11: 数据归档 (admin)
    
    ### Phase 3~8: 未开始
    
Changes

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.

  1. 3d ago First seen · 61 lines · 19 tokens per session scan A bd48e769bfc7

Subscribe to this mod's changes

dashboard is a skill published in the GitHub repository cliffren/swf (5 stars, last pushed 4mo ago), licensed MIT. It adds 19 tokens to every session and 448 once invoked, about $0.0001 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 2026-08-31.

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