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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.

10 indexed · 0 Featured · 2,680 stars · avg score 81
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Indexed Skills (10)

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.

2,680 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.

2,680 Updated today
jgravelle
AI & Automation Solid

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/.

2,680 Updated today
jgravelle
AI & Automation Solid

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.

2,680 Updated today
jgravelle
AI & Automation Solid

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.

2,680 Updated today
jgravelle
AI & Automation Solid

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.

2,680 Updated today
jgravelle
AI & Automation Solid

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.

2,680 Updated today
jgravelle
AI & Automation Solid

standard-axes

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

2,680 Updated today
jgravelle
AI & Automation Solid

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.

2,680 Updated today
jgravelle
AI & Automation Solid

version-scheme

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

2,680 Updated today
jgravelle

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