Super Search
Query Supermemory for past sessions, decisions, and repo-scoped team memory when you need to recall how something was built or what you worked on before.
Overview
Super Search is a journey-wide agent skill that searches Supermemory for past coding sessions, decisions, and repo memories—usable whenever a solo builder needs to recall prior work before committing to a new approach.
Install
npx skills add https://github.com/supermemoryai/claude-supermemory --skill super-searchWhat is this skill?
- Runs `search-memory.cjs` with natural-language queries against Supermemory
- Parallel scopes: `--both` (default), `--user` personal memory, or `--repo` project memory across teammates
- Tuned for past work, implementation history, preferences, and yesterday’s activity style questions
- Returns formatted results with timestamps and relevance scores for the agent to present
- Offers follow-up searches with refined terms when the first pass is thin
- 3 scope flags: --both (default), --user, --repo
- Results include timestamps and relevance scores
Adoption & trust: 3k installs on skills.sh; 2.6k GitHub stars; 3/3 security scanners passed (skills.sh audits).
What problem does it solve?
You cannot remember how you or the team implemented something last week, and the current chat has no session history.
Who is it for?
Builders using the Claude Supermemory plugin who repeatedly ask about past sessions, team implementation notes, or personal coding preferences.
Skip if: Greenfield repos with no indexed memory, authoritative source-of-truth audits, or questions answerable only from current files without historical index.
When should I use this skill?
User asks about past work, previous sessions, how something was implemented, what they worked on before, or wants to recall earlier-session information.
What do I get? / Deliverables
You get scoped, ranked memory snippets from Supermemory that the agent can cite so you can continue from prior decisions instead of rediscovering them.
- Formatted memory search results presented to the user
- Optional follow-up query with refined terms
Recommended Skills
Journey fit
Useful at every journey phase - explore requirements and options before committing to a direction.
Where it fits
Ask how authentication was implemented and search repo memory before rewriting middleware.
Check whether a pricing experiment was already attempted in a prior session.
Recall review comments or conventions stored in user memory before opening a PR.
Pull what you shipped last month to draft changelog or launch copy.
Search past incident notes for a regression that matches current stack traces.
How it compares
Memory retrieval script for Supermemory—not generic web search or a local grep-only codebase explorer.
Common Questions / FAQ
Who is super-search for?
Solo and small-team builders on Claude with Supermemory who want the agent to recall earlier sessions and shared repo knowledge on demand.
When should I use super-search?
Use it during Build when resuming features; during Validate when checking if you already tried an approach; during Ship debug when hunting a prior fix; during Grow when recalling what shipped; and during Operate when tracing past incident notes—whenever the question is about past
Is super-search safe to install?
It runs Bash with a Node script against your memory backend—review what gets indexed and check the Security Audits panel on this page before use in repos with secrets.
SKILL.md
READMESKILL.md - Super Search
# Super Search Search Supermemory for past coding sessions, decisions, and saved information. ## How to Search Run the search script with the user's query and optional scope flag: ```bash node "${CLAUDE_PLUGIN_ROOT}/scripts/search-memory.cjs" [--user|--repo|--both] "USER_QUERY_HERE" ``` ### Scope Flags - `--both` (default): Search both personal session and project memories across team members in parallel - `--user`: Search personal/user memories across sessions - `--repo`: Search project/repo memories across team members ## Examples - User asks "what did I work on yesterday": ```bash node "${CLAUDE_PLUGIN_ROOT}/scripts/search-memory.cjs" "work yesterday recent activity" ``` - User asks "how did we implement auth" (project-specific): ```bash node "${CLAUDE_PLUGIN_ROOT}/scripts/search-memory.cjs" --repo "authentication implementation" ``` - User asks "what are my coding preferences": ```bash node "${CLAUDE_PLUGIN_ROOT}/scripts/search-memory.cjs" --user "coding preferences style" ``` ## Present Results The script outputs formatted memory results with timestamps and relevance scores. Present them clearly to the user and offer to search again with different terms if needed.