How do I install the Productivity Update skill?

Run npx skillmds@latest add frumu-ai/productivity-update in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

What does the Productivity Update skill do?

Sync tasks and refresh memory from your current activity It is listed under Coding & Dev Tools on SkillMD.

Is Productivity Update safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: makes network calls. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Productivity Update?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Productivity Update free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Productivity Update?

frumu-ai (@frumu-ai) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Productivity Update by frumu-ai — Agent Skill

Name: Productivity Update
Rating: 4.2 (5 reviews)
Author: frumu-ai

File contents

Update Command

Keep your task list and memory current. Two modes:

Default: Sync tasks from external tools, triage stale items, check memory for gaps
--comprehensive: Deep scan chat, email, calendar, docs — flag missed todos and suggest new memories

Usage

productivity-update
productivity-update --comprehensive

Default Mode

1. Load Current State

Read TASKS.md and memory/ directory. If they don't exist, suggest productivity-start first.

2. Sync Tasks from External Sources

Check for available task sources:

Project tracker (e.g. Asana, Linear, Jira) (if available)
GitHub Issues (if in a repo): gh issue list --assignee=@me

If 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.

3. Triage Stale Items

Review Active tasks in TASKS.md and flag:

Tasks with due dates in the past
Tasks in Active for 30+ days
Tasks with no context (no person, no project)

Present each for triage: Mark done? Reschedule? Move to Someday?

4. Decode Tasks for Memory Gaps

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.

5. Fill 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).

6. Capture Enrichment

Tasks often contain richer context than memory. Extract and update:

Links from tasks → add to project/people files
Status changes ("launch done") → update project status, demote from CONTEXT.md
Relationships ("Todd's sign-off on Maya's proposal") → cross-reference people
Deadlines → add to project files

7. Report

Update complete:
- Tasks: +3 from project tracker, 1 completed, 2 triaged
- Memory: 2 gaps filled, 1 project enriched
- All tasks decoded ✓

---name: productivity-updatedescription: Sync tasks and refresh memory from your current activity---# Update CommandKeep your task list and memory current. Two modes:- **Default:** Sync tasks from external tools, triage stale items, check memory for gaps- **`--comprehensive`:** Deep scan chat, email, calendar, docs — flag missed todos and suggest new memories## Usage```bashproductivity-updateproductivity-update --comprehensive```## Default Mode### 1. Load Current StateRead `TASKS.md` and `memory/` directory. If they don't exist, suggest `productivity-start` first.### 2. Sync Tasks from External SourcesCheck for available task sources:- **Project tracker** (e.g. Asana, Linear, Jira) (if available)- **GitHub Issues** (if in a repo): `gh issue list --assignee=@me`If 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.### 3. Triage Stale ItemsReview Active tasks in TASKS.md and flag:- Tasks with due dates in the past- Tasks in Active for 30+ days- Tasks with no context (no person, no project)Present each for triage: Mark done? Reschedule? Move to Someday?### 4. Decode Tasks for Memory GapsFor 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.### 5. Fill GapsPresent 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).### 6. Capture EnrichmentTasks often contain richer context than memory. Extract and update:- **Links** from tasks → add to project/people files- **Status changes** ("launch done") → update project status, demote from CONTEXT.md- **Relationships** ("Todd's sign-off on Maya's proposal") → cross-reference people- **Deadlines** → add to project files### 7. Report```Update complete:- Tasks: +3 from project tracker, 1 completed, 2 triaged- Memory: 2 gaps filled, 1 project enriched- All tasks decoded ✓```

Frequently asked questions

Productivity Update