chore(skills): replace 15 tier skills with single /explore-codebase#230
Merged
Conversation
…odebase Empirical testing showed agents perform better with one comprehensive skill than with 15 narrow per-intent skills — the full decision tree, edge taxonomy, and recovery context in one prompt outperforms sliced subsets. Replace all tier-1 and tier-2 skills with a single standalone /explore-codebase skill containing the complete MCP operating manual. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
HumanBean17
force-pushed
the
chore/skills-single-explore-codebase
branch
from
942a6bd to
8e1c115
Compare
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
/explore-codebaseskill containing the complete MCP operating manualChanges
skills/explore-codebase/SKILL.md— standalone skill with full edge taxonomy, NodeFilter reference, decision tree, argument shapes, recovery playbook, navigation patterns, and worked exampleskills/tier-1/(11 skills) andskills/tier-2/(4 skills)skills/README.md,tests/test_agent_skills_static.py,AGENTS.md,README.md,docs/paper/paper.texTest plan
.venv/bin/python -m pytest tests/test_agent_skills_static.py -v— 19 passed.venv/bin/python -m pytest tests -v— 572 passed, 9 skipped/explore-codebasein Claude Code and verify agent navigates a codebase correctly🤖 Generated with Claude Code