Repository
syncable-dev/memtrace-public agent skills
- skills
- 27
- GitHub stars
- 486
GitHub description: “Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.”
- Stars
- 486 (47 forks)
- Licence
- Unknown
- Last push
- Oct 2026
- Created
- Apr 2026
- Homepage
- memtrace.io
- ai-agents
- code-intelligence
- code-search
- coding-agents
- knowledge-graph
- local-first
- mcp
- mcp-server
- semantic-search
- temporal-analysis
- agent-memory
- claude-code
- cursor
- rust
- tree-sitter
- bi-temporal-graph
Install all skills
npx skills add syncable-dev/memtrace-publicAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in syncable-dev/memtrace-public, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 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… | syncable-dev/ | 486 | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 2 | Find files that historically co-change with a target symbol or file, ranked by co-occurrence across git episodes. | syncable-dev/ | 486 | — | ~961 | Automated safety check: Pass | Unknown | today |
| 3 | Review GitHub pull requests with Memtrace's local graph-backed review engine. | syncable-dev/ | 486 | — | ~818 | Automated safety check: Pass | Unknown | today |
| 4 | Map an indexed source-code repo into a structured overview — scale, communities, central symbols, execution flows, API surface, recent activity. | syncable-dev/ | 486 | — | ~1.3k | Automated safety check: Pass | Unknown | today |
| 5 | Keep the Memtrace index fresh while editing by watching a repo for live, incremental re-indexing. | syncable-dev/ | 486 | — | ~645 | Automated safety check: Pass | Unknown | today |
| 6 | Use Cortex decision memory through the normal Memtrace MCP tools. | syncable-dev/ | 486 | — | ~1.9k | Automated safety check: Pass | Unknown | today |
| 7 | Use official hosted Memtrace documentation before guessing, web search, or stale local copies. | syncable-dev/ | 486 | — | ~1.6k | Automated safety check: Pass | Unknown | today |
| 8 | 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. | syncable-dev/ | 486 | — | ~973 | Automated safety check: Pass | Unknown | today |
| 9 | Trace source-code change history from Memtrace's symbol-level temporal memory. | syncable-dev/ | 486 | — | ~1.7k | Automated safety check: Pass | Unknown | today |
| 10 | Coordinate fleets of coding agents sharing one repo+branch: publish typed intents, classify edit episodes, and resolve conflicts before they collide. | syncable-dev/ | 486 | — | ~1.9k | Automated safety check: Pass | Unknown | today |
| 11 | 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. | syncable-dev/ | 486 | — | ~675 | Automated safety check: Pass | Unknown | today |
| 12 | Record an edit you just made in a fleet and get its conflict class (A/B/C) against agents on your branch. | syncable-dev/ | 486 | — | ~627 | Automated safety check: Pass | Unknown | today |
| 13 | 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… | syncable-dev/ | 486 | — | ~797 | Automated safety check: Pass | Unknown | today |
| 14 | Map source-code architecture with graph algorithms — PageRank centrality, bridge symbols, Louvain communities, dependency paths, and execution flows over the AST graph. | syncable-dev/ | 486 | — | ~684 | Automated safety check: Pass | Unknown | today |
| 15 | Compute the blast radius of modifying a symbol through transitive graph impact. | syncable-dev/ | 486 | — | ~986 | Automated safety check: Pass | Unknown | today |
| 16 | Investigate source-code bugs, incidents, regressions, production issues, and failures to root cause with Memtrace symbol search, impact, call graph, and temporal history. | syncable-dev/ | 486 | — | ~1.8k | Automated safety check: Pass | Unknown | today |
| 17 | Index a source-code repo into the Memtrace knowledge graph and poll the job to completion. | syncable-dev/ | 486 | — | ~1.2k | Automated safety check: Pass | Unknown | today |
| 18 | Find dead code, complexity hotspots, and refactoring candidates in indexed source code. | syncable-dev/ | 486 | — | ~717 | Automated safety check: Pass | Unknown | today |
| 19 | Map source-code relationships between symbols. An agent skill from syncable-dev/memtrace-public. | syncable-dev/ | 486 | — | ~895 | Automated safety check: Pass | Unknown | today |
| 20 | Find source code with Memtrace hybrid BM25+semantic search: symbols, functions, classes, types, constants, definitions, implementations, logic, or error strings inside code. | syncable-dev/ | 486 | — | ~894 | Automated safety check: Pass | Unknown | today |
| 21 | Catch up on everything that changed in an indexed source-code repo since the last session, using stored session anchors and Memtrace change memory. | syncable-dev/ | 486 | — | ~935 | Automated safety check: Pass | Unknown | today |
| 22 | Pull the codebase's empirical style norm from Memtrace and match it when writing or editing source code in an indexed repo. | syncable-dev/ | 486 | — | ~2.5k | Automated safety check: Pass | Unknown | today |
| 23 | Map API endpoints, outbound HTTP calls, and cross-repo service topology in indexed source code. | syncable-dev/ | 486 | — | ~487 | Automated safety check: Pass | Unknown | today |
| 24 | Orient at the start of a coding session, review what recently changed in a repository, and self-audit after completing work. | syncable-dev/ | 486 | — | ~803 | Automated safety check: Pass | Unknown | today |
| 25 | 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. | syncable-dev/ | 486 | — | ~4.2k | Automated safety check: Notes | Unknown | today |
| 26 | Build a phased, risk-scored refactoring plan from Memtrace complexity, dead-code, bridge, impact analysis, and Cortex decision-memory constraints. | syncable-dev/ | 486 | — | ~1.6k | Automated safety check: Pass | Unknown | today |
| 27 | 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… | syncable-dev/ | 486 | — | ~1k | Automated safety check: Pass | Unknown | today |
Questions, answered from the data.
What is the best skill in syncable-dev/memtrace-public?
Memtrace Change Impact Analysis from syncable-dev/memtrace-public ranks first of the 27 skills in syncable-dev/memtrace-public listed here, with the highest score: its repository has 486 GitHub stars, its SKILL.md loads about 1.4k tokens and it passes the automated safety check with no findings. Next come Memtrace Cochange and Memtrace Code Review.
Are the skills in syncable-dev/memtrace-public official?
None yet. All 27 skills in syncable-dev/memtrace-public listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from syncable-dev/memtrace-public?
Run npx skills add syncable-dev/memtrace-public in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.