plugins/skill-development/skills/finding-skills/SKILL.md
Discover and load skills on demand from /mnt/skills/user/. Use when you need a capability but don't know which skill provides it, when the boot-emitted skill list is names-only and you need a full description, or when you want to list the catalog. Verbs are list (names only), search (rank by name/description match against a query), and show (emit the full SKILL.md for a named skill).
npx skillsauth add oaustegard/claude-skills finding-skillsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Skills on disk at /mnt/skills/user/ are a catalog — too expensive to preload as descriptions in every session's context. This skill is the on-demand accessor, analogous to Anthropic's ToolSearch for MCP tools.
PY=/home/user/.spokes/claude-skills/finding-skills/scripts/skills.py
# List every skill by name (cheap, ~1.4KB)
python3 "$PY" list
# Search by keyword — ranks name matches above description matches
python3 "$PY" search "adversarial review"
# Load the full SKILL.md of a specific skill
python3 "$PY" show challenging
In a live CCotw session the script lives at /mnt/skills/user/finding-skills/scripts/skills.py.
search <keywords>show <name>listsearch "<what you want to do>" — get 3–10 ranked candidatesshow <top-pick> — read its SKILL.mdscripts/, references/, etc.)Stop at step 1 if none of the candidates fit — don't shoehorn an unrelated skill onto the task.
Case-insensitive throughout. Results sorted high-to-low, ties broken by name.
list: one skill name per linesearch: tab-separated <name>\t<description (truncated to 200 chars)>, one per lineshow: raw SKILL.md contents to stdout; exit 1 with a stderr message if not foundAll three are line-oriented so they compose with grep, head, etc.
development
Write effective instructions for Claude: project instructions, standalone prompts, and skill content. Use when users need help writing prompts, setting up project instructions, choosing between instruction formats, or improving how they communicate with Claude. Covers writing principles, model-aware calibration, and format selection. For building and testing complete skills, use skill-creator instead.
documentation
Reads the visual content of slides, pages, and images the way a human would, not just their embedded text. Use when a PPTX or PDF has image slides, screenshots, charts, scanned figures, or flattened-to-image layouts that the built-in pptx/pdf skills read as empty; when asked to transcribe, describe, OCR, or extract what is shown in an image, slide deck, or document page; or when embedded-text extraction returned little or nothing from a visually rich file. Triggers on 'read this deck', 'what's on these slides', 'transcribe', 'OCR', 'extract text from image', 'describe this chart/diagram', .pptx/.pdf/.png/.jpg with visual content.
development
Portrait Mode for SVGs — foveated vectorization with 4-zone selective detail. Combines vision annotations, MediaPipe segmentation/landmarks, and optional saliency. Like phone portrait mode, but vectorized. Use when vectorizing a portrait or photo where subject detail should outrank background detail.
tools
Preprocesses photographed sheets of many business cards — slicing each into overlapping high-resolution tiles and de-glaring them with container tooling (OpenCV/ImageMagick) — then reads every card via cheap parallel temperature-0 API calls (Haiku or Sonnet) using a distilled extraction prompt, and writes deduped contact fields to a CSV. Use when a user has photos or scans holding multiple business cards per image, mentions glare or unreadable cards, batch card transcription, contact extraction, or wants to read many cards without an expensive in-conversation pass. Triggers on 'business cards', 'card scan', 'extract contacts', 'read these cards', 'card glare', 'too many cards per photo'.