The measurement surface for ALL Pulp DSP and audio-pipeline work — read it BEFORE writing or gating DSP, not only when something already sounds wrong. Covers the C++ harness (signal generators, metrics, assertions, RenderScenario, contracts), the offline Audio Doctor (magnitude/frequency response, THD/THD+N, phase/group delay), and their Python sibling the Audio Quality Lab (tools/audio/quality-lab — null residual + alignment, LTAS log-spectral distance, spectral flux/centroid, HNR, Theil-Sen drift slope, Kaiser-sinc resampling, license-guarded corpus, regression-net ratchet). TRIGGER on AUTHORING work — "build/design an oscillator/filter/synth/effect", "add a DSP module", "what should the acceptance gate be", "how do I measure aliasing / anti-aliasing / alias floor", "null against a reference", "is this DSP correct", "choose a tolerance", "golden/regression corpus for audio", "measure drift or jitter", "A/B two renders" — AND on DEBUGGING work — "is there sound / no audio / I hear nothing", "does this filter/compressor/synth/delay produce the right signal", "prove the DSP / prove the contract", "measure the frequency response", "what's the THD / is it distorting", "what's the group delay / phase response / measured latency", "magnitude response curve", "render a test tone and assert", "audio regression", "64-frame works but 128 is silent", "sample-rate change pitch-shifted it", "describe what's in this buffer", "audio doctor", "compare before/after a DSP refactor". Reach for this BEFORE hand-rolling any FFT, null test, alias measurement, pitch tracker, or golden-render script — most of it already exists in one of the two lanes. Test/tool layer over HeadlessHost — deterministic, no audio device, no speakers. Off the realtime thread entirely.
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Generous-Corp/pulp☆ 22Updated Oct 19, 2026
Find available AI models across configured providers and browse a catalog that includes provider-specific variants. Inspect individual models and create or update aliases, alternative names used to refer to models.
- List models available across configured providers
- Browse provider-specific model variants
- Create or update a model alias
diegosouzapw/OmniRoute☆ 78.4KUpdated Oct 19, 2026
Browse and search OmniRoute's AI model catalog from the command line. Filter by provider or capability, check model aliases, validate compatible models before adding them, and maintain manually registered model details.
- Finding AI models by provider or capability
- Checking model aliases and name variants
- Validating a model before adding it
diegosouzapw/OmniRoute☆ 78.4KUpdated Oct 19, 2026
Research malware families through Malpedia, connecting aliases, associated threat groups, and relationships between malware that loads other malware. Collect YARA rules, patterns used to identify malware, and organize references to support investigations and detection work.
- Resolving different vendor names for the same malware
- Mapping malware associated with a threat group
- Documenting chains in which malware loads other malware
mukul975/Anthropic-Cybersecurity-Skills☆ 34.7KUpdated Aug 31, 2026
Consolidate inconsistent gbrain page types into the standard gbrain-base-v2 classification. Preview proposed changes, convert redirect pages into aliases and relationship pages into links, then verify the migration with original type information retained for rollback.
- Consolidate inconsistent page types
- Preview a migration to gbrain-base-v2
- Convert redirect pages into aliases
garrytan/gbrain☆ 31KUpdated Oct 19, 2026
Manage the AI models offered through OpenWork, including model additions, removals, aliases, and pricing discounts. Validate configuration consistency and trigger the GitHub workflow that refreshes models from models.dev, then report its merge or failure result.
- Adding or removing models offered through OpenWork
- Changing the charged price fraction for specific models
- Checking consistency between model lists and aliases
different-ai/openwork☆ 24.2KUpdated Oct 19, 2026
Find CAD models of off-the-shelf parts on step.parts using model names, standards, aliases, and dimensions. Compare matching records, download STEP files when needed, and check file integrity against a supplied checksum.
- Find a servo or motor by model number and aliases
- Compare screws and bearings by standard and dimensions
- Download a selected STEP file and check its integrity
earthtojake/text-to-cad☆ 21.7KUpdated Oct 19, 2026
Manage Git worktrees, separate working folders for branches, with Worktrunk’s wt CLI. Get guidance on command targets, configuration, automated hooks, aliases, commit message generation, and troubleshooting when commands behave unexpectedly.
- Identifying which worktree a command will affect
- Automating setup and checks with project hooks
- Configuring AI-generated commit messages
max-sixty/worktrunk☆ 9.3KUpdated Oct 19, 2026
Provide system alias mapping for Search CLI. Invoke this skill when user mentions "Search CLI", "search_cli", or tries to execute search_cli commands.
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volcengine/SearchCLI☆ 1.2KUpdated Oct 16, 2026
Symfony UX Icons for rendering SVG icons in Twig templates. Supports 200,000+ Iconify icons (Lucide, Heroicons, Tabler, Material Design, etc.), local SVG files, and custom icon sets with aliases. Use when displaying icons, configuring icon defaults, importing or locking on-demand icons, creating icon aliases, or styling SVG icons with CSS. Code triggers: <twig:ux:icon />, ux_icon(), UX_ICONS_DEFAULT_ICON_ATTRIBUTES, icon.yaml, icons/, iconify:, lucide:, heroicons:, tabler:, mdi:, bin/console ux:icons:lock, bin/console ux:icons:import. Also trigger when the user asks "how to add an icon", "how to use Lucide/Heroicons/Tabler icons", "how to render an SVG icon in Twig", "how to lock icons for production", "how to create icon aliases", "how to style an icon", "icon not found", "icon not rendering". Do NOT trigger for interactive maps (use ux-map) or general Twig components (use twig-component).
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smnandre/symfony-ux-skills☆ 180Updated Jun 15, 2026
Gate resumption of any multi-day LLM batch-scoring campaign that calls an unpinned model alias (deepseek-chat, gpt-*-latest, gemini-*-preview, any provider alias without a pinned version). Use when: (1) resuming a paused or credit-exhausted scoring run days after its last chunk, (2) topping up credits to finish a campaign, (3) extending a cached scoring pipeline with new items. Prevents silently splicing two model versions or serving revisions into one measure. Verified 2026-07-16: for $0.30 caught a serving-revision drift WITHIN DeepSeek v4-flash (same alias, same family, litigation scores systematically shifted across a 2-day gap) before an $83 resume spend.
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kennethkhoocy/applied-micro-skills☆ 22Updated Sep 5, 2026
Send Gmail messages with recipients, a subject, and a message body. Add attachments, CC or BCC recipients, use HTML formatting or a configured sender alias, and save messages as drafts when needed.
- Sending reports with file attachments
- Sending updates with CC or BCC recipients
- Preparing an email draft
googleworkspace/cli☆ 31.7KUpdated Oct 7, 2026
Migrate TanStack Table from v8 to v9 in Preact using its native package. Reviews compatibility aliases, table setup, state subscriptions, and rendering, with verification steps to check the upgraded implementation alongside the required core migration guidance.
- Upgrade a Preact table from v8 to v9
- Switch table imports to the native Preact package
- Review state and rendering issues after migration
TanStack/table☆ 28.5KUpdated Oct 13, 2026
Provides a Codex CLI alias for loading the mama coaching protocol. It switches visible narration to Chinese-mother nagging while retaining verification rules, and preserves unrelated configuration fields whenever it updates the PUA settings file.
- Loading mama mode from Codex CLI
- Changing narration while retaining verification rules
- Preserving unrelated settings when updating the configuration
tanweai/pua☆ 19.7KUpdated Sep 9, 2026
Enable PUA always-on mode from Codex CLI using a short command alias. It preserves existing configuration fields, restores feedback frequency when it is zero, and requires command output as evidence before reporting completion.
- Enable PUA always-on mode in Codex CLI
- Restore feedback frequency from zero to five
- Update PUA settings while preserving other fields
tanweai/pua☆ 19.7KUpdated Sep 9, 2026
Release all active PUA agent and loop state from Codex using the teardown protocol, which governs cleanup. This alias corresponds to `/pua:teardown-all` in Claude Code and explains destructive cleanup before deleting files.
- Releasing all active PUA agent state
- Releasing active loop state
- Reviewing destructive cleanup before file deletion
tanweai/pua☆ 19.7KUpdated Sep 9, 2026
Lets Codex CLI users choose and configure a PUA narration style through a dedicated command alias. It consults the style reference, preserves unrelated configuration fields, and requires command output as evidence of completed changes.
- Choosing a PUA narration style
- Setting a style from Codex CLI
- Updating a style while preserving unrelated settings
tanweai/pua☆ 19.7KUpdated Sep 9, 2026
Use the P7 engineering workflow in Codex CLI through a command alias. It guides planning, implementation, and a three-question self-review, then requires command and output evidence before reporting completion.
- Calling the P7 workflow from Codex CLI
- Planning, implementing, and reviewing a coding task
- Reporting completion with command and output evidence
tanweai/pua☆ 19.7KUpdated Sep 9, 2026
Cancel an active PUA loop from Codex CLI using an alias for the corresponding Claude Code command. The workflow cleans loop state and worktree references, records the cancellation, and requires execution evidence before claiming completion.
- Stopping an active PUA loop
- Cleaning loop state and worktree references during cancellation
- Recording cancellation and checking execution evidence
tanweai/pua☆ 19.7KUpdated Sep 9, 2026
Complete the PUA survey through a guided flow in Codex CLI and save responses to a local JSON file. This alias provides the equivalent of Claude Code’s /pua:survey command without sending answers anywhere.
- Complete the PUA survey in Codex CLI
- Save survey answers to a local JSON file
- Use the equivalent of /pua:survey from Codex
tanweai/pua☆ 19.7KUpdated Sep 9, 2026
Disables PUA's always-on mode from Codex CLI and sets feedback frequency to zero. The alias updates the local configuration while preserving unknown fields, then reports completion with evidence from the executed command.
- Disabling PUA's always-on mode in Codex CLI
- Setting PUA feedback frequency to zero
- Using a Codex equivalent of Claude Code's /pua:off
tanweai/pua☆ 19.7KUpdated Sep 9, 2026
Access the equivalent of Claude Code's /pua:pro command from Codex CLI. The alias invokes the pro protocol for self-improvement, KPI performance measures, and configuration commands, with all processing kept local.
- Calling the equivalent of /pua:pro from Codex CLI
- Using the pro protocol for self-improvement and KPI commands
- Managing PUA settings locally
tanweai/pua☆ 19.7KUpdated Sep 9, 2026
Switch PUA to offline mode from Codex CLI. This alias updates the offline setting and sets feedback frequency to zero while preserving other configuration fields, then reports the mode change.
- Switching PUA to offline mode
- Setting feedback frequency to zero
- Calling the offline command from Codex CLI
tanweai/pua☆ 19.7KUpdated Sep 9, 2026
Set up or run repeated verification in Codex with explicit checking commands and stopping conditions. This alias corresponds to Claude Code’s `/pua:loop` command and requires command output as evidence before reporting completion.
- Setting up repeated verification
- Defining verification commands
- Specifying when verification should stop
tanweai/pua☆ 19.7KUpdated Sep 9, 2026