perfect-skill-suggester
By emasoft
High-accuracy skill activation (88%+) with Dewey-like domain classification, dynamic tool catalog from skill index, weighted scoring, and three-tier confidence routing.
npx claudepluginhub emasoft/emasoft-plugins --plugin perfect-skill-suggesterComponent Overview
Component Details
Commands (18)
Add a standalone element (skill, agent, command, hook, rule, MCP, LSP, output-style) to an existing plugin
Add or update a single element in the PSS index
As of v3.0.0 the CozoDB store (`pss-skill-index.db`) is the single canonical
List PSS index entries installed since a given time. Useful after /cpv-manage to verify new installs got indexed
Modify an existing .agent.toml profile with natural language instructions
1. Parse arguments: extract `PROFILE_PATH` (first arg), `--requirements PATHS` (optional), and `CHANGE_INSTRUCTIONS` (remaining args after flags). If `--requirements` is present but no change instructions follow, default to "align with project requirements".
Get element metadata (description, type, plugin) for skills, agents, commands, hooks, rules, MCPs, LSPs
Find the PSS binary using the standard discovery order:
Generate a Claude Code plugin from an .agent.toml profile
Full reindex of all 6 element types (skills, agents, commands, rules, MCP servers, LSP servers) using the deterministic Rust enrichment pipeline
Search the PSS CozoDB index for skills, agents, commands, rules, MCP or LSP servers by keyword or full-text query
Profile an agent with best-fit skills
1. Verify the resolved <agent-name>.md path exists and is readable
Show PSS index status and test matching
The command also checks if the Rust binary is available for the detected platform.
As of v3.0.0, the authoritative PSS index is the CozoDB store
With `--test "PROMPT"`, simulate matching against the provided prompt:
With `--verbose`, show additional details:
Skills (6)
Use when creating .agent.toml profiles. Trigger with /pss-setup-agent. Loaded by pss-agent-profiler. AI selects elements, validates coherence.
Use when writing skills for PSS discovery or improving suggestion accuracy. Used by pss-agent-profiler. Trigger with /pss-authoring.
Use when running benchmark competitions or improving scoring accuracy. Used by pss-agent-profiler. Trigger with /pss-benchmark.
Use when augmenting an .agent.toml with project requirements. Loaded by pss-agent-profiler. Trigger with /pss-change-agent-profile --requirements.
Use when interpreting element suggestions or troubleshooting PSS. Used by pss-agent-profiler. Trigger with /pss-status.
Use when improving categorization, scoring, or matching accuracy via parallel experimentation. Used by pss-agent-profiler. Trigger with /text-categorization-improver.
Hooks (1)
README
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