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Weekly Review

skill-fredoliveira-agents-weekly-review · by fredoliveira

Summarize the past week's daily notes, extracting key findings, links, action items, and potential atomic notes, and write the summary into the matching weekly note.

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Install

$ agentstack add skill-fredoliveira-agents-weekly-review

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
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1mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

Weekly Review

Purpose

Process a calendar week's daily notes to generate a summary that captures key insights, tracks action items, and identifies ideas worth developing into atomic notes. The summary is written into the ## Review section of that week's weekly note.

Instructions

1. Determine the target week

  • Default to the last completed week (Monday–Sunday). If the user names a specific week or date, use that instead.
  • Compute the weekly note name in gggg-[W]ww format. Use the shell to stay accurate:
  • Last completed week: date -v-7d -v-mon +%G-W%V (e.g. 2026-W24)
  • Current week: date +%G-W%V
  • The weekly note lives at Weekly/.md (e.g. Weekly/2026-W24.md).
  • Compute the Monday–Sunday date range for that week (e.g. date -v-7d -v-mon +%Y-%m-%d for the Monday, then add days).

2. Locate and read the week's daily notes

  • Find daily notes in Daily/YYYY/MM-Month/YYYY-MM-DD.md format for each of the 7 days.
  • Read each note that exists, in chronological order. Skip days with no note.

3. Extract and summarize

For each daily note, identify:

| Category | What to look for | | -------------- | ------------------------------------------------- | | Key findings | Insights, learnings, realizations, decisions made | | Relevant links | URLs, references, resources worth revisiting | | Action items | Tasks mentioned, TODOs, follow-ups needed |

4. Identify emergent topics

Look for recurring themes or ideas that appeared multiple times across the week. These are candidates for atomic notes.

Signs of an emergent topic:

  • Mentioned in more than one of the daily notes
  • An insight that surprised or shifted thinking
  • A connection between previously unrelated ideas
  • Something worth remembering long-term

5. Write the review into the weekly note

The weekly note's ## Review section already contains three empty subsections (created from the template):

### Key Findings
- 

### Potential Atomic Notes
- 

### Action Items
- [ ] 

Fill them in:

  • Key Findings — summarized insights from the week, one bullet each. Reference the relevant [[wikilinks]] inline rather than listing links separately — the source daily notes are already linked from the ## Days list, so a standalone link dump would just duplicate them.
  • Potential Atomic Notes- **[Proposed title as insight]**: [why it deserves its own note].
  • Action Items- [ ] task per outstanding follow-up.

Then write it to Weekly/.md:

  • If the weekly note exists: populate the three subsections under ## Review in place — replace the empty placeholder bullets with your content, and leave the rest of the note (Days, anything the user added) untouched. If the user has already written content under a subsection, append rather than overwrite.
  • If the weekly note does not exist: create it from Meta/Templates/Weekly Note Template.md. The template uses Templater syntax (`), which only runs inside Obsidian — so render the equivalent content yourself: the note/weekly tag, a # Week ww, gggg heading, the date range, a ## Days list linking each day ([[YYYY-MM-DD|dddd, MMM D]]), and the ## Review` section with the three subsections filled in.

6. Confirm and offer next steps

Report which weekly note was written to. Then ask the user if they'd like to:

  • Create any of the suggested atomic notes
  • Move action items into their Focus section or elsewhere
  • Explore any topic in more depth

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.