Agents
Agents d’IA i automatització
session-status
WellApp-ai
Generate breadcrumb headers/footers with takt time tracking and muda metrics
Git Workflow Guide
AsiaOstrich
Guide Git branching strategies, branch naming, and merge operations. Use when: creating branches, merging, pull requests, Git workflow questions. Keywords: branch, merge, PR, pull request, GitFlow, GitHub Flow, 分支, 合併, 工作流程.
symfony:daily-workflow
MakFly
Apply production-grade Symfony architecture and execution workflows with controlled scope and clear checkpoints. Use for daily workflow tasks.
learning-sdk-integration
letta-ai
Integration patterns and best practices for adding persistent memory to LLM agents using the Letta Learning SDK
underdeclared-agent
NVIDIA
A helpful assistant agent
safe-greeting
NVIDIA
A simple greeting skill that says hello to users
chef-assistant
NVIDIA
Use when cooking or planning meals, troubleshooting recipes, learning culinary techniques
cancel-ralph
cursor
Cancel an active Ralph Loop. Use when the user wants to stop, cancel, or abort a running ralph loop.
what-did-i-get-done
cursor
Summarize authored commits over a user-specified time period into a concise update
run-learning-retrospective
cursor
Evaluate learning progress, identify blockers, and adjust the learning plan
ralph-loop-help
cursor
Explain the Ralph Loop plugin, how it works, and available skills. Use when the user asks for help with ralph loop, wants to understand the technique, or needs usage examples.
get-pr-comments
cursor
Fetch and summarize review comments from the active pull request
agent-teams
travisjneuman
Team composition knowledge for Claude Code Agent Teams - when to suggest teams, optimal sizing, spawn prompt patterns
session-debug
hoangsonww
Debug a specific session by inspecting its full event chain (PreToolUse, PostToolUse, Stop, SubagentStop, Compaction, APIError, TurnDuration, Notification events), agent hierarchy (recursive parent/child tree with subagent_type and depth), token usage with compaction baselines, workflow intelligence data (orchestration DAG, error propagation by depth), and session metadata (thinking_blocks, turn_count, total_turn_duration_ms).
run-agent
hoangsonww
Launch and supervise Claude Code or Codex through the CCAM Run API. Use when the user wants to start a monitored agent, select a model, approval policy, sandbox, or working directory, send a follow-up, inspect live output, resume a native session, or stop a dashboard-launched run.
error-propagation
hoangsonww
Trace error propagation through a multi-agent session by agent depth — where failures originated, the depth at which they appeared, and how they cascaded up to parent agents — using the Agent Monitor workflow intelligence API and the session event stream. Use when a multi-agent run failed and you need to find the origin and blast radius of the failure.
dag-map
hoangsonww
Render the multi-agent orchestration DAG for a session — parent→child subagent edges, tree depth, and fan-out — from the Agent Monitor workflow intelligence API. Cross-checks the orchestration dataset against the raw agent records and session detail. Use when visualizing how a session's agent structure was organized.
workflow-optimizer
hoangsonww
Analyze workflow patterns using the Agent Monitor's workflow intelligence API — orchestration DAGs, tool flow transitions, subagent effectiveness, model delegation patterns, error propagation by depth, concurrency lanes, compaction impact, and agent co-occurrence. Produces prioritized optimization recommendations with quantified impact.
release-guard
hoangsonww
Run release-readiness checks for this repository. Use when validating docs, scripts, verification coverage, and operational safety before merge or release.
concurrency-report
hoangsonww
Report concurrency and parallelism for a session — how many agents ran in parallel, concurrency-lane utilization, peak parallel width, and serialization bottlenecks (sequential chains that could have run as parallel lanes) — using the Agent Monitor workflow intelligence API. Use when checking whether a multi-agent session used parallelism efficiently.
productivity-score
hoangsonww
Calculate a productivity score using actual Agent Monitor metrics — session completion rates, cache efficiency (cache_read vs input), compaction pressure (baseline tokens), turn velocity (turn_count / total_turn_duration_ms), tool success ratio (PreToolUse vs PostToolUse), and the workflow intelligence API's complexity and effectiveness scores.
workflow-report
hoangsonww
Create a workflow-intelligence report from CCAM orchestration, delegation, tool flow, concurrency, complexity, compaction, and fleet-run data. Use for architecture reviews, agent-fleet analysis, or workflow optimization reports.
session-compare
hoangsonww
Compare two sessions side-by-side using Agent Monitor data — per-model token usage (input/output/cache_read/cache_write + compaction baselines), pricing engine cost breakdowns, workflow intelligence (complexity scores, tool flow transitions, subagent effectiveness), session metadata (thinking_blocks, turn_count, turn_duration_ms, usage_extras), and full event timelines with all 10+ event types.
ship-feature
hoangsonww
Implement a feature safely end-to-end in this repository. Use when adding or changing functionality across backend, frontend, or MCP with required verification and documentation updates.