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Knowledge Updater

skill-hardiktiwari-pm-operating-os-knowledge-updater · by hardiktiwari

Update knowledge layer docs with automatic versioning. Use when updating strategy, segments, metrics, or competitive landscape. Snapshots the current state before overwriting so the retrospective agent can detect strategy drift.

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Install

$ agentstack add skill-hardiktiwari-pm-operating-os-knowledge-updater

✓ 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

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Declared compatibility

Claude CodeClaude Desktop

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

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About

Knowledge Updater

Update knowledge layer documents (knowledge/) with automatic snapshotting. Before any update, the current version is saved to memory/knowledge-snapshots/ so the retrospective agent can track how strategy evolved over time.

When to Use

  • Updating knowledge/ files (strategy, segments, metrics, competitive landscape)
  • After quarterly planning when strategy shifts
  • After significant market or competitive changes
  • When asked "update my strategy", "refresh knowledge docs", or "knowledge update"

Process

1. Identify What's Changing

Ask if not clear:

  • Which knowledge doc(s) are being updated?
  • What changed? (new strategy, updated segments, revised metrics, competitive shift)
  • Why? (quarterly planning, market shift, exec direction, experiment results)

2. Snapshot Current State

Before making any changes, save the current version:

  1. Create a timestamped snapshot directory: memory/knowledge-snapshots/YYYY-MM-DD/
  2. Copy the file(s) being updated into that directory with their original names
  3. Add a _changelog.md file to the snapshot:
# Knowledge Snapshot — YYYY-MM-DD

**Reason for update:** [what triggered this change]
**Files updated:** [list]

## Changes Summary
- [File 1]: [what changed and why]
- [File 2]: [what changed and why]

3. Make the Update

Edit the knowledge file(s) in knowledge/{product}/ with the new content. Ensure:

  • Format matches the existing template structure
  • Changes are clearly reflected in the content
  • No orphaned references (e.g., removing a segment that's referenced elsewhere)

4. Log as a Decision (optional)

If the knowledge update reflects a significant strategic shift, suggest logging it as a decision trace using the decision-logger skill.

Output

  • Updated knowledge file(s) in knowledge/{product}/
  • Snapshot of previous version in memory/knowledge-snapshots/YYYY-MM-DD/
  • Changelog documenting what changed and why

Over time, snapshots enable:

  • Drift detection: How has stated strategy evolved quarter over quarter?
  • Decision coherence: Do knowledge updates align with decision traces?
  • Retrospective analysis: The retrospective agent compares current knowledge to snapshots to surface gradual shifts

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.

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Versions

  • v0.1.0 Imported from the upstream source.

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