knowledge-refresh
Skill2 starsChanged 19 days agoApache-2.0View on GitHub
Refresh project knowledge and vector index. Updates vector index with recent code changes, re-scans for architecture changes, restarts file watchers. Use periodically or after major code changes.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- DataWithBaraa/claude-code-data-engineering-skillstheir own version, first seen Nov 1, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- DataWithBaraa/claude-code-data-engineering-skills★ 84same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository124 other files it gives its agents.
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- debug-local-dbSkill
- debug-prodSkill
- deploy-to-ephemeralSkill
- dev-workflow-orchestratorSkill
- discovered-work-summarySkill
- edit-slide-deckSkill
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- environment-overviewSkill
- explain-codeSkill
- export-presentationSkill
- extend-ephemeralSkill
- find-similar-codeSkill
- gather-contextSkill
- gdrive-researchSkill
- gke-cluster-opsSkill
- hello-worldSkill
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- investigate-alertSkill
- investigate-service-issuesSkill
- investigate-slack-alertSkill
- jira-hygiene-allSkill
- jira-hygieneSkill
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- learn-architectureSkill
- learn-patternSkill
- list-presentationsSkill
- local-build-testSkill
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- The first 60 shown.
The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 1 is distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 26
If not provided: detect from cwd vs config repositories paths
- Very specific: line 62
Update state/knowledge with last_refresh, files_indexed, watcher_status
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Knowledge Refresh
Refreshes vector index and optionally performs full knowledge rescan.
Inputs
| Input | Type | Default | Purpose |
project | string | auto | Project from config (auto-detect from cwd) |
full_rescan | bool | false | Full rescan vs incremental |
restart_watcher | bool | true | Restart file watcher |
Workflow
1. Check Known Issues
check_known_issues("code_index", "")
2. Detect Project
- If not provided: detect from cwd vs config repositories paths
3. Get Current Stats
code_stats(project)— files, chunks, searches before refresh
4. Refresh Vector Index
code_index(project, force=full_rescan)— update embeddings
5. Restart Watcher (if requested)
code_watch(project, action="start")— auto-updates on file changes
6. Full Knowledge Rescan (if requested)
knowledge_scan(project, persona="developer", force=true)
7. Get Updated Stats
code_stats(project)— verify delta
8. Build Summary
- Vector index updated (files, chunks, delta)
- Watcher status
- Full rescan result if run
9. Detect/Learn Failures
- Permission denied →
learn_tool_fix("code_index", "permission denied", ...) - Out of memory, watcher failed → record patterns
10. Log & Update State
memory_session_log("Knowledge refresh for {project}", "Files: ... Chunks: ...")- Update
state/knowledgewith last_refresh, files_indexed, watcher_status
Output
Summary with index stats, watcher status, current totals.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

