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jgravelle

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Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

11 indexed · 0 Featured · 2,919 stars · avg score 81
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Indexed Skills (11)

AI & Automation Solid

observatory

Context for the jcodemunch-observatory weekly scorecard — what it tracks, the Monday 06:00 UTC cron, why scores must be pulled live rather than transcribed, the NestJS grade story, and the workflow's version dispatch input. Load before quoting, interpreting, or editing observatory scores or config.

2,715 Updated today
jgravelle
AI & Automation Solid

release

Publishing a jMunch release (jcodemunch-mcp, jdocmunch-mcp, jdatamunch-mcp, jragmunch-cli), reviewing/merging/closing PRs, and responding to the community. Load before any version bump, PyPI upload, tag, GitHub release, MCP registry publish, or PR merge.

2,702 Updated 6 days ago
jgravelle
AI & Automation Listed

benchmark-methodology

Rules for measuring or quoting any benchmark number in this repo. Load before running the bench tier, writing a delta into a PR or CHANGELOG, or touching anything under benchmarks/.

2,715 Updated today
jgravelle
AI & Automation Listed

changelog-format

The shape of a CHANGELOG.md entry and heading in this repo. Load before writing an [Unreleased] line or cutting a release block.

2,715 Updated today
jgravelle
AI & Automation Listed

claude-md-budget

How to keep CLAUDE.md under its character Floor without deleting a rule: measure sections first, rotate by derivability, two edits per rotation. Load in /release step 6 and before any CLAUDE.md rotation or split.

2,715 Updated today
jgravelle
AI & Automation Listed

mechanism-not-instance

The two questions that separate a fix for the reported spelling from a fix for the property. Load in /fix-issue steps 4-5 and in review of any fix.

2,715 Updated today
jgravelle
AI & Automation Listed

pr-description

The PR title and body template, and the rules for any comment drafted for a reporter or contributor. Load when writing a PR body, a release PR, or a triage response.

2,715 Updated today
jgravelle
AI & Automation Listed

standard-axes

The criterion numbers of STANDARD.md, so an acceptance criterion can be mapped to one. Load in /feature step 2.

2,715 Updated today
jgravelle
AI & Automation Listed

tool-surface-discipline

The small-front-door principle and what counts as a tool-surface change. Load in /feature step 3, in review, and before editing any tool name, argument, description or tier.

2,715 Updated today
jgravelle
AI & Automation Listed

version-scheme

How the next version number is derived and what a bump touches. Load in /release step 2 or before any version edit.

2,715 Updated today
jgravelle
AI & Automation Listed

release

Publishing a jMunch release (jcodemunch-mcp, jdocmunch-mcp, jdatamunch-mcp, jragmunch-cli), reviewing/merging/closing PRs, and responding to the community. Load before any version bump, PyPI upload, tag, GitHub release, MCP registry publish, or PR merge.

204 Updated 1 weeks ago
jgravelle

Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.