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syncable-dev
GitHub creator profile

syncable-dev

Repository-level view of 29 collected skills across 2 GitHub repositories, including approximate occupation coverage.

skills collected
29
repositories
2
occupation fields
1
updated
2026-05-29
occupation focus
Major fields detected across this creator.
repository explorer

Repositories and representative skills

#001
memtrace-public
19 skills17312updated 2026-05-29
66% of creator
memtrace-style-fingerprint
Software Developers

Always use before writing or editing source code in an indexed repo when choosing between competing idioms (ternary vs if-else, arrow vs function declaration, const vs let, await vs .then, early-return vs nested-return). Pull the codebase's empirical style norm from Memtrace and match it instead of re-deriving style from training priors. Do not maintain a markdown style guide for the project; the fingerprint is sampled live from the actual code.

2026-05-29
memtrace-first
Software Developers

Always use first for indexed source-code repos before searching files, reading code for discovery, debugging, tracing flows, finding implementations, understanding behavior, or answering how code works. Do not use Grep, Glob, rg, find, or manual file browsing for code discovery when Memtrace is indexed. Zero results, missing languages, or partial-looking stats are not permission to grep; diagnose/reindex with Memtrace.

2026-05-27
memtrace-code-review
Software Quality Assurance Analysts & Testers

Always 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 review_github_pr MCP tool over manual diff inspection.

2026-05-22
memtrace-search
Software Developers

Always use to find, search, locate, or look up source-code symbols, functions, classes, types, constants, definitions, implementations, logic, error strings inside code, or where code lives. Do not use Grep, Glob, rg, find, or manual file search for code discovery. If Memtrace returns 0 results, broaden the Memtrace query and diagnose/reindex; do not switch to grep.

2026-05-01
memtrace-index
Software Developers

Always 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 indexed root. Use this before Grep, Glob, rg, find, or manual code search whenever the repo can be indexed.

2026-05-01
memtrace-api-topology
Software Developers

Always use for API endpoint, HTTP route, fetch/client call, REST surface, service dependency, cross-repo dependency, or API topology questions in source code. Do not use Grep, Glob, rg, find, or manual file search for routes or HTTP calls; Memtrace maps endpoints and call edges from the indexed AST graph.

2026-04-30
memtrace-change-impact-analysis
Software Developers

Always use before source-code edits, refactors, API changes, renames, removals, PR reviews, or risk assessments when the user needs to know what will break. Do not manually grep references or browse files for impact; this workflow uses Memtrace graph context, impact, and change detection.

2026-04-30
memtrace-cochange
Software Developers

Always use for historical coupling, co-change, what changes with this, hidden dependency, or what else needs to move questions for source code. Do not use git log, git diff, Grep, or manual file search to correlate changes; Memtrace queries co-change and temporal graph data directly.

2026-04-30
Showing top 8 of 19 collected skills in this repository.
#002
memfleet-public
10 skills72updated 2026-05-02
34% of creator
memfleet-conflict-resolution
Software Developers

Always use when publish_intent returned a non-empty active_conflicts list, or when record_episode classified the result as Class B (you may have lost LWW) or Class C (blocked). Triggered by: 'publish_intent returned conflicts', 'I got a Class B and lost', 'Class C blocker_agent', 'who is blocking my edit', deciding whether to retry, replan, or escalate. Do not retry blindly on Class B without reading replan_hint, do not edit through a Class C — it will break active callers — and do not invent a prose 'rationale'; structural conflicts get structural resolutions.

2026-05-02
memfleet-first
Software Developers

Always use FIRST in any multi-agent session before reading code, planning a refactor, or making an edit on a repo with a registered MemFleet broker. Triggered by: 'I'm about to edit X', 'rename Y across the fleet', 'plan this refactor', joining a running fleet session, coordinating with other agents, prose hand-offs between agents. Do not write a prose rationale for an edit, do not grep for 'who else might be touching this', and do not skip publish_intent because 'it's just a small change'. Empty fleet_status is not permission to skip the protocol — it just means you're the first agent in this window. Skip ONLY for solo-agent sessions with no broker registered or for pure docs-only edits where coordination has zero value.

2026-05-02
memfleet-fleet-coordination
Software Developers

Use when orchestrating a multi-step fleet edit: large refactors that span many symbols, leader-driven work split across follower agents, or any plan where one agent declares the shape and others execute leaf changes. Triggered by: 'coordinate the fleet on this refactor', 'split this work', 'I'm the leader, watch the followers', 'spread these renames across agents', leader/follower patterns. Do not start the leader phase without first checking fleet_status; do not let followers free-claim leaves without a correlation tag — you will not be able to aggregate results. Skip this skill for single-agent edits and small (≤ 3 symbol) changes where the safe-edit loop alone is enough.

2026-05-02
memfleet-fleet-status
Software Developers

Always use as the once-per-session opener and as the periodic dashboard refresh. Returns active intents, open subscriptions, episode counts, and conflict counts split by class. Triggered by: 'how busy is the fleet', 'are there open conflicts', 'is anyone working on this repo', pre-release coordination check, leader pre-flight before a coordinated wave, periodic ops dashboard. Do not skip this call before launching a multi-symbol refactor — high class-B/C counts mean the wave will collide. Do not use it as a per-symbol query; for that use get_node_state.

2026-05-02
memfleet-node-state
Software Developers

Always use to read current coordination state for a symbol — recent episodes, active intents, dominant intent, conflict density, Y-doc thread. Triggered by: 'is anyone working on X', pre-edit reconnaissance, checking fleet activity on a symbol, reading another agent's recent work, debugging why a publish_intent returned a conflict. Do not grep the codebase to figure out 'who edited this last' — the broker has a precomputed O(1) rollup. Do not call get_node_state in a tight loop expecting push semantics; for streaming, use subscribe.

2026-05-02
memfleet-publish-intent
Software Developers

Always use BEFORE modifying any symbol in a multi-agent session to register structural intent and surface blast radius + active conflicts. Triggered by: about to refactor / rename / delete / modify code, planning an edit, checking if another agent is working on the same area, pre-edit coordination, leader-driven multi-symbol waves. Do not edit first and publish after — the whole point is to surface conflicts BEFORE the wasted edit. Do not pass intent_kind as a flat string; it is a typed enum with a JSON-object shape.

2026-05-02
memfleet-query-episodes
Software Developers

Always use to search episodes across a repository filtered by node, intent type, conflict class, time range, or agent. Triggered by: 'what changed this morning', 'who last touched the auth module', 'show me the conflict inbox', 'did anyone try X recently', polling for new fleet activity when no subscription is registered, post-incident retrospective. Do not use it for per-symbol activity (get_node_state is cheaper) or for fetching a single known episode (use get_episode). Polling with query_episodes is the FALLBACK when subscribe push is unavailable; in Phase-2, prefer subscribe.

2026-05-02
memfleet-record-episode
Software Developers

Always use IMMEDIATELY AFTER an edit completes to record the structural episode, classify A/B/C conflict class, and update NodeState rollups for all touched + propagated nodes. Triggered by: finished writing code, about to commit, reporting edit completion to the fleet, multi-agent wave follower reporting back. Do not record multiple episodes for one semantic edit, do not pass a prose diff_summary, and do not delay the call until 'end of session' — every other agent reads stale rollups until you record.

2026-05-02
Showing top 8 of 10 collected skills in this repository.
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syncable-dev GitHub Skills | SkillsMP