memory-search
Skill8 starsChanged 18 days agoMITView on GitHub
Check whether a decision, incident, or investigation already exists before implementing something, reversing a behavior, or repeating an approach. Use before implementing X, when asking "does a decision exist about...", "why do we...", "has this been tried before", or when entering an unfamiliar subsystem.
8 other projects use a version of this.
Adopted by
Most recently taken up by
- mnemoverse/claude-plugintheir own version, first seen Nov 1, 2026
- troglodyte/claude-sqlite-memtheir own version, first seen Oct 15, 2026
- troglodyte/claude-neo4j-memtheir own version, first seen Oct 13, 2026
- thiagofinch/mega-braintheir own version, first seen Oct 8, 2026
- dewil/ai-toolkittheir own version, first seen Aug 25, 2026
- dewil/claude-toolkittheir own version, first seen Aug 25, 2026
Other versions8 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 8
- thiagofinch/mega-brain★ 95same name
- dewil/ai-toolkit★ 9same name
- dewil/claude-toolkit★ 9same name
- Keshab0310/agent-memory★ 2same name
- jpoindexter/theft-kit★ 1same name
- troglodyte/claude-neo4j-mem★ 1same name
- troglodyte/claude-sqlite-mem★ 1same name
- mnemoverse/claude-plugin★ 0same 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 repositoryOne other file it gives its agents.
- memcontinuumSkill
The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.
0
Common
Most of the 4 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 58
Before adding a new function, type, or file to a codebase this project indexes, search the
“Common” is measured: kept by at least 6 in 10 of the 4 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
memory-search
The project's store (topics/, incidents/, investigations/ at the store root) is queried
through memidx.py, never by reading the markdown tree directly. Run these from the MemContinuum
checkout (or wherever MEMCONTINUUM_HOME/--project are configured for this project).
Commands
Semantic search with filters — the default entry point:
memidx.py search "QUERY" --mode hybrid --project PROJECT [--area AREA] [--type topic] --jsonhybrid (the engine's default) is what this skill recommends too — a ruling's own text is retrievable through either channel, so no single-channel mode is needed. Leave --status off: the no-flag default already keeps active records plus anything that never carries a status of its own at all (a record that was never topic-shaped — a sources/ note, this store's own README, a frontmatter-less inbox/ drop) -- that status-less case is exactly what an explicit --status active would drop, so passing it here would be STRICTER than the default, not merely spelling it out. Pass --status any to widen further, to superseded/historical/declined/provisional records, or name one or more of them explicitly. --authority owner-verbatim/owner-ratified narrows to CONSTRAINT-citable rulings only. search also leaves inbox/ drops (freeform reviewer consults, not yet promoted to a record) out of its results by default; pass --include-inbox on the rare occasion you need to search those too — it works at the default status shown above with no second flag, since a freeform drop with no frontmatter at all is exactly the status-less case that default already covers.
A specific topic's full chain, once you have its id or slug:
memidx.py chain <topic-id-or-slug> --project PROJECT --jsonWhat a file is governed by, before editing it (this is also what the PreToolUse hook runs before an Edit/Write — use it by hand when you are about to change files from the shell, or while planning):
memidx.py for-path path/to/file.ext --project PROJECT --jsonDrop --json for a human-readable form: chain/for-path print the compressed chain view; search prints one line per hit -- score, path, type, and title.
Reading the output — three tiers (docs/SCHEMA.md §4)
- CONSTRAINT — may refuse, block, or reverse work. Only a link whose
ruling.authorityisowner-verbatimorowner-ratifiedandstatus: active. Code and tests are a separate constraint channel and need no record. - HOLD — must pause and revalidate against current source. An incident/constraint with reproducible evidence (repro, commit, failing test), any authority. A confirmed current-source safety violation may block on its own; green tests alone don't clear a HOLD unless they discriminate against the failure.
- CONTEXT — informs only.
agent-inferencenever overrides a fix that code and tests accept by itself.
A topic's current link is whatever is newest with status: active — read the whole chain
(newest first) when a reversal or amendment is present; the reason a ruling changed
(reason_for_change) matters as much as the ruling itself.
The rule
Name what you found in your report, or state that nothing was found. Don't silently absorb
a chain into your own reasoning without citing it, and don't silently skip the search because a
task "feels" novel — that's exactly when a prior HOLD or declined approach is most likely to be
missed. If search/chain/for-path return nothing, say so explicitly ("no existing decision
found on X") rather than proceeding as if the question had never been asked.
Before writing a new helper or file
Before adding a new function, type, or file to a codebase this project indexes, search the code index too — a near-duplicate of what you're about to write may already exist:
memidx.py code-search "INTENT PHRASE" --project PROJECT --mode hybrid --jsoncode-search returns code only by default; --tests adds test code, --all both (they select among chunks already indexed; Swift Tests directories are pruned unless wired as their own code root). Each code hit carries tested_by (up to three test chunks whose name, signature, doc or indexed body excerpt names its symbol) and a role. Phrase the query as the intent ("write a debug PNG", "embed a view in a scroll box", "hash
a file's contents"), not as a symbol name — the index is built to match on that. A hit whose
concept_id is set means a decision record governs that code; check it (memidx.py why <path>)
before working around or duplicating it. The --json output wraps hits in an envelope: state is
uninitialized (exit non-zero, [] is a refusal not "nothing found"), stale (a root's content
changed since the last code-reindex), degraded (something is incomplete, nothing changed), or
metadata-current/current (nothing changed; current only under --verify-content, which
hashes every file to prove it — the default metadata-current did not); code_roots,
changed/failed/not_indexed, and embedding_mode carry the detail; code-search heals a
stale/degraded index itself, once, before answering. Confirm the code index is initialized
and not stale before trusting a "nothing found" — real evidence only under current; under
metadata-current it is honest uncertainty, not proof of absence — pass --verify-content when
that matters, then run code-search; name relevant hits in your report, or say none — the same
rule as the markdown search above: silently skipping this check is exactly how a second, slightly
different writeDebugImage gets written next to the first one.
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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.
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