claude

perfect-skill-suggester

High-accuracy skill activation (88%+) with Dewey-like domain classification, dynamic tool catalog from skill index, weighted scoring, and three-tier confidence routing.

3 on GitHubby Emasoftv3.18.0MITupdated 1 month ago

Not in a marketplace yet, so it loads for one session with --plugin-dir.

Plugin perfect-skill-suggester in Emasoft/perfect-skill-suggester. Commands read from the repo's manifest — 1 month ago.

This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.

What it installs

Skills (8)

  • pss-agent-archetypes

    Use when creating an agent that orchestrates several skills, choosing between ALL-IN-ONE, ONE-FOR-ALL and PLUGIN-OMNI, or deciding whether to preload skills into an agent's frontmatter. Covers the preload-vs-access distinction and the `fork` terminology trap. Trigger with /pss-make-agent.

  • pss-agent-toml

    Use when creating .agent.toml profiles. Trigger with /pss-setup-agent. Loaded by pss-agent-profiler. AI selects elements, validates coherence.

  • pss-authoring

    Use when writing skills for PSS discovery or improving suggestion accuracy. Used by pss-agent-profiler. Trigger with /pss-authoring.

  • pss-benchmark-agent

    Use when running benchmark competitions or improving scoring accuracy. Used by pss-agent-profiler. Trigger with /pss-benchmark.

  • pss-cli-reference

    Use when the user wants to query the PSS index, search/list/inspect elements, run lifecycle or history queries, build a plugin from a profile, or anywhere a `pss …` CLI command is needed. Loaded by pss-agent-profiler.

  • pss-design-alignment

    Use when augmenting an .agent.toml with project requirements. Loaded by pss-agent-profiler. Trigger with /pss-change-agent-profile --requirements.

  • pss-usage

    Use when interpreting element suggestions or troubleshooting PSS. Used by pss-agent-profiler. Trigger with /pss-status.

  • text-categorization-improver

    Use when improving categorization, scoring, or matching accuracy via parallel experimentation. Used by pss-agent-profiler. Trigger with /text-categorization-improver.

Slash commands (23)

  • /perfect-skill-suggester:pss-add-element

    Add a standalone element (skill, agent, command, hook, rule, MCP, LSP, output-style) to an existing plugin

  • /perfect-skill-suggester:pss-add-to-index

    Add or update a single element in the PSS index

  • /perfect-skill-suggester:pss-add-to-index:execution-protocol
  • /perfect-skill-suggester:pss-added-since

    List PSS index entries installed since a given time. Useful after /cpv-manage to verify new installs got indexed

  • /perfect-skill-suggester:pss-change-agent-profile

    Modify an existing .agent.toml profile with natural language instructions

  • /perfect-skill-suggester:pss-change-agent-profile:execution
  • /perfect-skill-suggester:pss-get-description

    Get element metadata (description, type, plugin) for skills, agents, commands, hooks, rules, MCPs, LSPs

  • /perfect-skill-suggester:pss-get-description:execution-protocol
  • /perfect-skill-suggester:pss-make-agent

    Generate an ALL-IN-ONE, ONE-FOR-ALL or PLUGIN-OMNI agent

  • /perfect-skill-suggester:pss-make-plugin-from-profile

    Generate a Claude Code plugin from an .agent.toml profile

  • /perfect-skill-suggester:pss-reindex-skills

    Full reindex of all 6 element types (skills, agents, commands, rules, MCP servers, LSP servers) using the deterministic Rust enrichment pipeline

  • /perfect-skill-suggester:pss-search

    Search the PSS CozoDB index for skills, agents, commands, rules, MCP or LSP servers by keyword or full-text query

  • /perfect-skill-suggester:pss-setup-agent

    Profile an agent with best-fit skills

  • /perfect-skill-suggester:pss-setup-agent:execution
  • /perfect-skill-suggester:pss-status

    Show PSS index status and test matching

  • /perfect-skill-suggester:pss-status:binary-status
  • /perfect-skill-suggester:pss-status:execution-protocol
  • /perfect-skill-suggester:pss-status:test-mode
  • /perfect-skill-suggester:pss-status:verbose-and-cache
  • /perfect-skill-suggester:pss-suggest-agents-off

    Stop suggesting agents — silences PSS prompt suggestions

  • /perfect-skill-suggester:pss-suggest-agents-on

    Suggest AGENTS on every prompt (default mode); turns skill suggestions off

  • /perfect-skill-suggester:pss-suggest-skills-off

    Stop suggesting skills — silences PSS prompt suggestions

  • /perfect-skill-suggester:pss-suggest-skills-on

    Suggest SKILLS on every prompt; turns agent suggestions off

Subagents (1)

  • pss-agent-profiler

    Analyzes agent definitions and generates .agent.toml profiles. Uses Rust binary for candidate scoring + post-filtering for mutual exclusivity, stack compatibility, and redundancy pruning across all 6 element types.

Hooks (4)

  • UserPromptSubmit

    sh "${CLAUDE_PLUGIN_ROOT}/bin/pss-hook-dispatch.sh"

  • SessionStart

    uv run --quiet --script "${CLAUDE_PLUGIN_ROOT}/scripts/pss_hook.py" --warm-index &

  • SessionStart

    uv run --quiet --script "${CLAUDE_PLUGIN_ROOT}/scripts/pss_fetch_binaries.py" --session-start

  • PostCompact

    uv run --quiet --script "${CLAUDE_PLUGIN_ROOT}/scripts/pss_hook.py" --post-compact

View source on GitHub

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