syncable-dev/memtrace-public

Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.

467Stars on the repository
33Mods indexed here, across every type
12d agoLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

syncable-dev/memtrace-public

Skill Claude CodeCodex

Map API endpoints, outbound HTTP calls, and cross-repo service topology in indexed source code. Use when the user asks about API endpoints, HTTP routes, fetch/client calls, REST surface, service dependencies, cross-repo dependencies, or API topology. Do not use Grep, Glob, rg, find, or manual file search for routes or…

467 12d ago A 91 tokens

syncable-dev/memtrace-public

Skill Claude CodeCodex

Compute what a planned source-code change will break — blast radius, affected processes, cross-repo callers, temporal stability, and Cortex decision-memory constraints — and produce a risk-rated change plan. Use for multi-symbol or multi-part edits, refactors, API changes, renames, removals, PR reviews, or risk…

467 12d ago A 117 tokens

memtrace-cochange

03

syncable-dev/memtrace-public

Skill Claude CodeCodex

Find files that historically co-change with a target symbol or file, ranked by co-occurrence across git episodes. Use when the user asks about historical coupling, co-change, what changes with this, hidden dependencies, or what else needs to move for source code. Do not use git log, git diff, Grep, or manual file…

467 12d ago A 88 tokens

syncable-dev/memtrace-public

Skill Claude CodeCodex

Review GitHub pull requests with Memtrace's local graph-backed review engine. Use when the user asks to review a GitHub pull request, run Memtrace code review, post Memtrace review comments, create a PR with a review step, or publish local graph-backed review findings to GitHub. Prefer the reviewgithubpr MCP tool over…

467 12d ago A 110 tokens

syncable-dev/memtrace-public

Skill Claude CodeCodex

Map an indexed source-code repo into a structured overview — scale, communities, central symbols, execution flows, API surface, recent activity. Use when the user wants to explore, understand, onboard to, map, or get an overview of an indexed source-code repo, architecture, modules, or major flows. Do not use Glob…

467 12d ago A 115 tokens

syncable-dev/memtrace-public

Skill Claude CodeCodex

Keep the Memtrace index fresh while editing by watching a repo for live, incremental re-indexing. Use when the user asks to keep Memtrace fresh while editing, watch a repo, enable live or incremental indexing, set up always-on memory (meaning Memtrace index watching, not generic agent memory), or make just-saved…

467 12d ago A 96 tokens

memtrace-daily

07

syncable-dev/memtrace-public

Skill Claude CodeCodex

Orient at the start of a coding session, review what recently changed in a repository, and self-audit after completing work. Use when the user wants the daily briefing (what changed in the last 24h with complexity deltas), hotspots (complexity × churn refactor priorities), or a session review (clean/review/risky…

467 12d ago A 134 tokens

syncable-dev/memtrace-public

Skill Claude CodeCodex

Use Cortex decision memory through the normal Memtrace MCP tools. Trigger for free-text questions about what was decided, chosen, rejected, banned, or established as a convention; for why a symbol exists or which contracts constrain it; for whether a known decision held, drifted, or was violated; and for the…

467 12d ago A 137 tokens

memtrace-docs

09

syncable-dev/memtrace-public

Skill Claude CodeCodex

Use official hosted Memtrace documentation before guessing, web search, or stale local copies. Trigger when the user asks how Memtrace works; how to install, configure, or deploy CLI, MCP, fleet, Cortex, or enterprise MemDB; what tools, skills, or commands exist; wants to find or locate official docs for a topic; or…

467 12d ago A 125 tokens

syncable-dev/memtrace-public

Skill Claude CodeCodex

Replay the graph diff of one episode — a single git commit or working-tree save — to inspect what it changed: added/modified/removed symbols and edges. Use when the user asks what one commit or save changed in the graph, why code looks this way, or wants to inspect implementation attempts, reversions, past reasoning…

467 12d ago A 125 tokens

memtrace-evolution

11

syncable-dev/memtrace-public

Skill Claude CodeCodex

Trace source-code change history from Memtrace's symbol-level temporal memory. Use when the user asks about change history, recent modifications, what changed since a date, symbol timeline, evolution, unexpected changes, or incident timelines. Do not use git log, git diff, Grep, or manual file search to reconstruct…

467 12d ago A 107 tokens

memtrace-first

12

syncable-dev/memtrace-public

Skill Claude CodeCodex

Route code discovery, debugging, flow tracing, how-code-works questions, and pre-edit rationale checks in indexed source-code repos to Memtrace graph plus Cortex decision tools. Use first before searching/reading code, and before editing, refactoring, deleting, or re-picking an approach that may have a recorded…

467 12d ago A 115 tokens

syncable-dev/memtrace-public

Skill Claude CodeCodex

Coordinate fleets of coding agents sharing one repo+branch: publish typed intents, classify edit episodes, and resolve conflicts before they collide. Use FIRST when multiple agents work the same repo+branch, before reading/planning/editing, when joining a fleet or handing work off, and when the user says two agents…

467 12d ago A 144 tokens

syncable-dev/memtrace-public

Skill Claude CodeCodex

Declare a structural intent BEFORE editing in a fleet — what symbols you'll touch and why — so other agents on your branch coordinate around you. Use when the user says 'I'm about to edit/rename/refactor X', or when starting any non-trivial edit while other agents share your repo+branch. Returns the graph blast…

467 12d ago A 101 tokens

syncable-dev/memtrace-public

Skill Claude CodeCodex

Record an edit you just made in a fleet and get its conflict class (A/B/C) against agents on your branch. Use when you have just finished an edit, when the user says 'I just changed X', or when completing a refactor step while other agents share your repo+branch. Returns conflictclass + replanhint; a Class C returns…

467 12d ago A 102 tokens

syncable-dev/memtrace-public

Skill Claude CodeCodex

Resolve a Class C fleet decision: submit your verdict as an agent judge (fleetsubmitverdict), poll your own directive (fleetgetescalation), see the needs-human queue (fleetlistescalations), or record a human decision (fleetresolveescalation). Use when the user says 'a decision is waiting' or 'who should proceed', when…

467 12d ago A 125 tokens

memtrace-graph

17

syncable-dev/memtrace-public

Skill Claude CodeCodex

Map source-code architecture with graph algorithms — PageRank centrality, bridge symbols, Louvain communities, dependency paths, and execution flows over the AST graph. Use when the user asks about source-code architecture, important symbols, centrality, PageRank, bridge functions, communities, logical modules…

467 12d ago A 101 tokens

memtrace-impact

18

syncable-dev/memtrace-public

Skill Claude CodeCodex

Compute the blast radius of modifying a symbol through transitive graph impact. Use when the user asks about blast radius, impact, what breaks, risk, upstream callers, downstream dependencies, or consequences of modifying a symbol, before or during source-code changes. Do not use Grep or manual reference search…

467 12d ago A 91 tokens

syncable-dev/memtrace-public

Skill Claude CodeCodex

Investigate source-code bugs, incidents, regressions, production issues, and failures to root cause with Memtrace symbol search, impact, call graph, and temporal history. Use when the user asks about root cause analysis, what broke, or what changed when debugging a failure. Do not start with Grep, Glob, rg, find, or…

467 12d ago A 99 tokens

memtrace-index

20

syncable-dev/memtrace-public

Skill Claude CodeCodex

Index a source-code repo into the Memtrace knowledge graph and poll the job to completion. Use when the user asks to index, parse, ingest, reindex, watch, or prepare a source-code repo for Memtrace analysis, when code exploration needs an index, or when searches return 0/partial results for source paths under an…

467 12d ago A 119 tokens

memtrace-preflight

21

syncable-dev/memtrace-public

Skill Claude CodeCodex

Run a one-call pre-flight check on a single existing symbol before editing it: blast radius, co-change partners, complexity, 30-day churn, and verification checklist, then check Cortex decision memory for rationale/bans when intent may matter. Use before modifying any existing function or symbol you did not just…

467 12d ago A 102 tokens

memtrace-quality

22

syncable-dev/memtrace-public

Skill Claude CodeCodex

Find dead code, complexity hotspots, and refactoring candidates in indexed source code. Use when the user asks about source-code quality, dead code, unused functions, zero callers, complexity, cyclomatic complexity, hotspots, refactoring candidates, or code smell questions. Do not use Grep, Glob, rg, or manual…

467 12d ago A 84 tokens

syncable-dev/memtrace-public

Skill Claude CodeCodex

Build a phased, risk-scored refactoring plan from Memtrace complexity, dead-code, bridge, impact analysis, and Cortex decision-memory constraints. Use when the user wants to refactor source code, reduce complexity, clean technical debt, delete dead code, split large functions, extract modules, reorganize code, or…

467 12d ago A 100 tokens

syncable-dev/memtrace-public

Skill Claude CodeCodex

Map source-code relationships between symbols. Use when the user asks about callers, callees, references, imports, exports, type usages, class hierarchy, inheritance, implementations, overrides, or dependencies between symbols. Do not use Grep, Glob, rg, find, or manual text search for references; Memtrace traverses…

467 12d ago A 74 tokens