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Ejecuta cualquier Skill en Manus con un clic

memtrace-code-review

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Actualizado9 de julio de 2026 a las 11:04

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 review_github_pr MCP tool over manual diff inspection. Do not use for local working-tree diffs — that is the built-in /code-review; this skill is for GitHub PRs via review_github_pr.

Instalación

Instalar con Codex o Claude Copia este prompt, pégalo en Codex, Claude u otro asistente, y deja que revise la página de la skill y la instale por ti.

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Fuente

syncable-dev

syncable-dev/memtrace-public

Abrir repositorio de GitHub Ver repositorios del creador

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Ocupaciones relacionadasSOC

Basado en la clasificación ocupacional SOC

Desarrolladores de softwareOcupaciones informáticas y matemáticas·SOC 15-1252

SKILL.md

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name

memtrace-code-review

description

Overview

Use Memtrace's local-first PR review workflow. The agent should call the review_github_pr MCP tool so review runs against the developer's local indexed graph, AST detectors, YAML rule pack, and review policy. GitHub is used for PR context and optional comment publication; source code analysis stays local.

Default Flow

If the user gives a GitHub PR URL and asks to inspect or review it, call review_github_pr with post: false.
If the user explicitly asks to publish, post comments, or complete the PR review, call review_github_pr with post: true.
Use graphMode: "strict" by default. Use graphMode: "off" only when the user asks to benchmark non-graph behavior or the local graph is unavailable.
Default to minSeverity: "high" and maxComments: 5 when posting. For previews, maxComments: 10 is acceptable.
Pass repoRoot when the PR checkout is not the current working directory. Pass repoId when the indexed repository id is known.

Full parameter spec for every Memtrace tool: references/mcp-parameters.md (bundled at the memtrace-skills plugin root).

Example User Prompts

"Review this PR with Memtrace: https://github.com/OWNER/REPO/pull/123"
"Use Memtrace to review this pull request and post the findings: https://github.com/OWNER/REPO/pull/123"
"Create the PR, then run Memtrace code review and publish the review comments."

Guardrails

Do not start with generic grep, rg, or manual diff review when review_github_pr is available.
Do not post comments unless the user explicitly requested publication.
After posting comments (post: true), record the PR URL and the posted comment IDs in the session output as the audit trail.
Do not create benchmark-specific or PR-specific findings. The review must come from general Memtrace detectors, graph evidence, and policy ranking.
If the tool reports missing auth, tell the user to run memtrace auth login.
If the tool reports missing GitHub App installation, tell the user to install Memtrace Code Reviewer on that repository.
If the tool reports missing local graph context, tell the user to run memtrace index . from the actual repo root. If the open folder is a parent containing multiple independent repos, do not index the parent unless the user explicitly wants a shared workspace.

Output

Summarize the review_github_pr result with these fields:

Field	Preview (`post: false`)	Posted (`post: true`)
PR URL + repository	yes	yes
Graph state	yes	yes
Findings	count of candidate comments, plus file, line, severity, message per finding	number of comments posted
Posted comment IDs	—	yes — record with the PR URL as the audit trail

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Recall ranked decisions, bans, and conventions from Cortex decision memory by free-text query through the normal Memtrace MCP server. Use when the user asks what was decided/chosen/rejected, whether there is a convention/ban/policy, and before any non-trivial edit/refactor/delete or re-picking a library, pattern, architecture, or subsystem behavior that may already be settled. Do not reconstruct decisions from git log or guesswork. To verify whether a known decision held, use memtrace-intent-verification; for symbol lineage/contracts, use memtrace-provenance.

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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 write. Do not start editing a non-trivial existing function without pre-flight plus decision-memory recall/provenance; Memtrace knows the dependency graph, change history, and recorded decisions.

2026-07-07425

name

memtrace-code-review

description

Overview

Default Flow

If the user gives a GitHub PR URL and asks to inspect or review it, call review_github_pr with post: false.
If the user explicitly asks to publish, post comments, or complete the PR review, call review_github_pr with post: true.
Use graphMode: "strict" by default. Use graphMode: "off" only when the user asks to benchmark non-graph behavior or the local graph is unavailable.
Default to minSeverity: "high" and maxComments: 5 when posting. For previews, maxComments: 10 is acceptable.
Pass repoRoot when the PR checkout is not the current working directory. Pass repoId when the indexed repository id is known.

Full parameter spec for every Memtrace tool: references/mcp-parameters.md (bundled at the memtrace-skills plugin root).

Example User Prompts

"Review this PR with Memtrace: https://github.com/OWNER/REPO/pull/123"
"Use Memtrace to review this pull request and post the findings: https://github.com/OWNER/REPO/pull/123"
"Create the PR, then run Memtrace code review and publish the review comments."

Guardrails

Do not start with generic grep, rg, or manual diff review when review_github_pr is available.
Do not post comments unless the user explicitly requested publication.
After posting comments (post: true), record the PR URL and the posted comment IDs in the session output as the audit trail.
Do not create benchmark-specific or PR-specific findings. The review must come from general Memtrace detectors, graph evidence, and policy ranking.
If the tool reports missing auth, tell the user to run memtrace auth login.
If the tool reports missing GitHub App installation, tell the user to install Memtrace Code Reviewer on that repository.
If the tool reports missing local graph context, tell the user to run memtrace index . from the actual repo root. If the open folder is a parent containing multiple independent repos, do not index the parent unless the user explicitly wants a shared workspace.

Output

Summarize the review_github_pr result with these fields:

Field	Preview (`post: false`)	Posted (`post: true`)
PR URL + repository	yes	yes
Graph state	yes	yes
Findings	count of candidate comments, plus file, line, severity, message per finding	number of comments posted
Posted comment IDs	—	yes — record with the PR URL as the audit trail