jleechanorg/claude-commands - Page 6

serving-llms-vllm

vLLM: high-throughput LLM serving, OpenAI API, quantization.

serving-llms-vllm

vLLM: high-throughput LLM serving, OpenAI API, quantization.

segment-anything-model

SAM: zero-shot image segmentation via points, boxes, masks.

grpo-rl-training

Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and ta[REDACTED_OPENAI_KEY] model training

peft-fine-tuning

Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's…

fine-tuning-with-trl

Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works…

unsloth

Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

placeholder-test

TEST

Source text: Undetermined

pr-cleanup-replay

Recipe for cleaning up an already-polluted PR — one whose branch was created from the wrong base (or merged another PR's full history) and now carries unrelated commits. Produces a fresh branch from origin/main, cherry-picks only the load-bearing diff, and…

docx

Create, read, edit Word .docx documents and templates.

google-credentials-fallback

Use already-installed `gws` or `gog` (gogcli) credentials when Hermes's own Google OAuth setup has not been run. Reuses the refresh token from the working CLI to call Gmail/Calendar/Drive APIs directly via curl, avoiding a full OAuth re-setup. Activates when…

morning-life-digest

Generate the morning life-channel Slack digest — fetch unread Gmail, query next-24h Calendar across all known accounts, filter for "important" items, post to

pdf

Create, merge, split, fill, and secure PDF files.

personal-tax-prep-coordination

Coordinate the user's annual US personal income tax return — gather W-2, 1099, 1095, brokerage crypto and foreign-account data, fill the Preparer's organizer questions, and queue the upload bundle for the Preparer's secure portal (TaxDome / Drivetime /…

powerpoint

Create, read, edit .pptx decks, slides, notes, templates.

xlsx

Create, read, edit Excel .xlsx spreadsheets and CSVs.

py314-threadpoolexecutor-initializer-fix

Diagnose and fix Python 3.14 `DaemonThreadPoolExecutor` / `ThreadPoolExecutor` AttributeError on `_initializer` or `_initargs`. Triggers on the literal error string `'DaemonThreadPoolExecutor' object has no attribute '_initializer'` (or `_initargs`), or any…

read-grok-shared-link

Read grok.com/share/* via Aside REPL openTab.

repro

Thin pointer — canonical /repro workflow lives in WorldArchitect repo at .claude/skills/repro-twin-clone-evidence/SKILL.md. File gh issue, create draft PR, copy campaign, reproduce, verdict.

ml-paper-writing

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and…

research-paper-writing

Write ML papers for NeurIPS/ICML/ICLR: design→submit.

research

Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a background agent.

roadmap

/roadmap slash command + automated Slack-thread-audit skill. Runs a 48h Slack thread sweep across user channels, classifies each thread as finished/pending/needs-human-decision, runs /nextsteps on each pending thread, drafts auto-action proposals, pushes the…

home-config-backup-audit

Audit ALL home/~/backup/sync/snapshot-related jobs + scripts on a Mac for any that push personal home-dir content to PUBLIC GitHub repos. Trigger when a backup/ leak is found in a public repo, when the user says "double check all the backup jobs", or when any…

outbound-secret-redaction-gate

Prevent AI agents from publishing live credentials in outbound GitHub/Slack/email/gist artifacts. Trigger when an agent reads git remote -v, .git/config, gh auth status -t, env, printenv, cat ~/.bashrc, an AO runner yaml, the ao-go-daemon plist, or any…

session-learn-distill

After a complex / multi-turn session (>5 tool calls, multiple spawns, multiple commits, or user corrections), use this skill to extract /learn artifacts (memory + skills) BEFORE ending the session. Triggers on "/learn", "/learn from this session", "anything…

silence-handling-protocol

Stop replying "Idle" indefinitely when the user is silent — recognize three wrapper-side re-injection patterns (echo-of-self, queued-tick, system-marker) and exit the loop cleanly. Triggers when the assistant is about to reply "Idle" / "no new instruction" /…

skillify

Turn any feature, script, or workflow into a properly-skilled, tested, auditable Hermes skill. Runs the gbrain-derived 11-item Skillify Completeness Contract against the target and creates all missing artifacts.

slack-thread-echo-loop-recognition

Detect and stop responding to echo loops in Slack threads. When the gateway or babysit cron repeatedly re-injects prior assistant turns as if they were new user messages, replying with anything more than a single-word acknowledgment burns iteration budget…

social-poster

Draft social-media posts for LinkedIn, Hacker News, Twitter/X, Reddit, Threads, Facebook, Instagram, Mastodon, Bluesky, and Dev.to. Each draft is staged in an Aside browser tab (signed-in persistent session), screenshotted, and surfaced for human review.…

agentic-coding-methodology-composition

When the user asks to compare, evaluate, or compose AI coding agent methodologies and skills frameworks (Superpowers, GSD Core, grill-me, OpenSpec, BMAD, Spec-Kit, Kiro, gstack, GSTACK, custom /skill packs). Use for "should we install X?", "how do X and Y…

claim-authority-before-verifying

Run grep before citing specs.

cli-env-var-verification

Verify that a CLI tool or daemon honors a specific environment variable before claiming the var 'works'. Combines four signals in priority order: (1) binary-string grep on the compiled executable as ground truth, (2) official vendor docs, (3) live process…

code-review

Guidelines for performing thorough code reviews with security and quality focus

convergent-bug-triage

Triage when a single campaign (or single LLM/prompt surface) has accumulated multiple sibling bug investigations — the prompt-discipline family where "LLM emits right structured field, render/persistence/propagation path drops it", the now-merged NPC-status…

module-global-flag-race

Diagnose and fix module-global boolean/scalar flags used as schema or feature gates that race across concurrent writers — specifically the pattern where a single in-process bool gates "have we confirmed the target table has these columns / feature is…

patch-tool-safe-editing

Safe multi-patch editing in a single session — avoid the partial-read self-revert trap. Use when editing a file with multiple sequential `patch` tool calls, when a patch warning says 'file was last read with offset/limit pagination', when reviewing your own…

plan

Write a markdown plan to .hermes/plans/; no execution.

prompt-compaction-safe

Compact an LLM prompt (markdown file in `**/prompts/**` or equivalent) by 10-50% without breaking the test-anchored contract that pins its content. Trigger when the user asks to "compact", "shrink", "trim", "shorten", "tighten", or "compress" a prompt file,…

slash-command-layering

Use when designing, refactoring, or auditing Claude/Codex slash commands under `~/.claude/commands/*.md` or repo-local `.claude/commands/*.md`. Covers the project-agnostic (user-scope) vs repo-specific (repo-local) split, the bidirectional-pointer contract,…