Compare assigned work from connected trackers with TASKS.md, review stale tasks, and fill gaps in stored context about people and projects. An optional comprehensive scan finds possible missed commitments in recent activity, with changes confirmed by the user.
中文简介正在准备中。当前显示英语简介。
Sync tasks and refresh memory from your current activity. Use when pulling new assignments from your project tracker into TASKS.md, triaging stale or overdue tasks, filling memory gaps for unknown people or projects, or running a comprehensive scan to catch todos buried in chat and email.
安装前可以查看交给 AI 代理的指令内容。
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
Keep your task list and memory current. Two modes:
--comprehensive: Deep scan chat, email, calendar, docs — flag missed todos and suggest new memories/productivity:update
/productivity:update --comprehensive
Read TASKS.md and memory/ directory. If they don't exist, suggest /productivity:start first.
Check for available task sources:
gh issue list --assignee=@meIf no sources are available, skip to Step 3.
Fetch tasks assigned to the user (open/in-progress). Compare against TASKS.md:
| External task | TASKS.md match? | Action |
|---|---|---|
| Found, not in TASKS.md | No match | Offer to add |
| Found, already in TASKS.md | Match by title (fuzzy) | Skip |
| In TASKS.md, not in external | No match | Flag as potentially stale |
| Completed externally | In Active section | Offer to mark done |
Present diff and let user decide what to add/complete.
Review Active tasks in TASKS.md and flag:
Present each for triage: Mark done? Reschedule? Move to Someday?
For each task, attempt to decode all entities (people, projects, acronyms, tools, links):
Task: "Send PSR to Todd re: Phoenix blockers"
Decode:
- PSR → ✓ Pipeline Status Report (in glossary)
- Todd → ✓ Todd Martinez (in people/)
- Phoenix → ? Not in memory
Track what's fully decoded vs. what has gaps.
Present unknown terms grouped:
I found terms in your tasks I don't have context for:
1. "Phoenix" (from: "Send PSR to Todd re: Phoenix blockers")
→ What's Phoenix?
2. "Maya" (from: "sync with Maya on API design")
→ Who is Maya?
Add answers to the appropriate memory files (people/, projects/, glossary.md).
Tasks often contain richer context than memory. Extract and update:
Update complete:
- Tasks: +3 from project tracker (e.g. Asana), 1 completed, 2 triaged
- Memory: 2 gaps filled, 1 project enriched
- All tasks decoded ✓
--comprehensive)Everything in Default Mode, plus a deep scan of recent activity.
Gather data from available MCP sources:
Compare activity against TASKS.md. Surface action items that aren't tracked:
## Possible Missing Tasks
From your activity, these look like todos you haven't captured:
1. From chat (Jan 18):
"I'll send the updated mockups by Friday"
→ Add to TASKS.md?
2. From meeting "Phoenix Standup" (Jan 17):
You have a recurring meeting but no Phoenix tasks active
→ Anything needed here?
3. From email (Jan 16):
"I'll review the API spec this week"
→ Add to TASKS.md?
Let user pick which to add.
Surface new entities not in memory:
## New People (not in memory)
| Name | Frequency | Context |
|------|-----------|---------|
| Maya Rodriguez | 12 mentions | design, UI reviews |
| Alex K | 8 mentions | DMs about API |
## New Projects/Topics
| Name | Frequency | Context |
|------|-----------|---------|
| Starlight | 15 mentions | planning docs, product |
## Suggested Cleanup
- **Horizon project** — No mentions in 30 days. Mark completed?
Present grouped by confidence. High-confidence items offered to add directly; low-confidence items asked about.
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Review a design or web page against WCAG 2.1 AA, an accessibility standard. Organize findings on contrast, keyboard access, forms, and screen reader behavior, with severity levels and practical recommendations for fixes.
中文简介正在准备中。当前显示英语简介。
Retrieve financial data for Chinese markets and selected global markets using akshare-cli. Find stock prices, fund values, exchange rates, economic indicators, and financial news, then extract recent records or save results in common file formats.
中文简介正在准备中。当前显示英语简介。
Compare technology options, review a system design, or plan a new component from requirements and constraints. The skill organizes the reasoning into an architecture decision record, a document covering alternatives, trade-offs, consequences, and next steps.
中文简介正在准备中。当前显示英语简介。
Turn existing or proposed business processes into reusable standard operating procedures. Organize steps, roles, conditions, and known exceptions while marking missing details, producing clear handover documents without inventing approvals or responsibilities.
中文简介正在准备中。当前显示英语简介。
Analyze waiting, rework, and handoff waste in business processes using the facts provided. It proposes concrete improvements and, when verification is needed, defines measurement formulas and the minimum records required to assess specific issues.
中文简介正在准备中。当前显示英语简介。
Assess operational risks in processes, projects, or suppliers using provided evidence. Separate observed facts from possible consequences, propose practical responses, and prepare concise summaries or risk registers without treating unknown controls as confirmed gaps.
中文简介正在准备中。当前显示英语简介。