evaluator
claudeEvaluator-optimizer pattern: adversarial review, verification gates (TaskCompleted), static analysis, postmortems, reference-fidelity check, self-evolution proposal assessment.
14 skills · 1 agent · hooks
Long-running session continuity: init.sh bootstrap, append-only claude-progress.txt log, features.json testable-requirements list, /session-resume briefing.
Plugin long-session from marketplace forge-studio in ArtMin96/forge-studio. 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.
feature-listExpand the ## Contract section of the latest plan into .claude/features.json — a machine-readable list of testable requirements with verify_cmd per item. Consumed by /tdd-loop, /verify, and after-subagent updates.
forward-briefingProduce `.claude/forward-briefing.md` — a forward-framed view of the last 5 progress entries. Re-presents accumulated blockers as open questions and surfaces next steps first, so the resuming session starts in a problem-solving posture rather than a failure-replay posture.
init-shGenerate an executable init.sh that bootstraps the dev environment (install, build, test, run commands) so fresh sessions can recreate state in one command.
progress-logAppend the current session's net outcomes to claude-progress.txt (durable, session-to-session log). Records completions, in-progress work, blockers, and next-step recommendations. Emits a ledger entry for unified audit.
session-resumeResume work from the long-session artifacts (claude-progress.txt + spec.md + features.json). Reads the append-only log, the living spec, and the testable-requirements list, then briefs the current session.
W=${CLAUDE_PLUGIN_ROOT}/diagnostics-lib/time-hook.sh; H=${CLAUDE_PLUGIN_ROOT}/hooks/bootstrap-substrate.sh; if [ -x "$W" ]; then bash "$W" long-session SessionStart bash "$H"; else bash "$H"; fi
W=${CLAUDE_PLUGIN_ROOT}/diagnostics-lib/time-hook.sh; H=${CLAUDE_PLUGIN_ROOT}/hooks/surface-progress.sh; if [ -x "$W" ]; then bash "$W" long-session SessionStart bash "$H"; else bash "$H"; fi
bash ${CLAUDE_PLUGIN_ROOT}/hooks/spec-drift-detect.sh
bash ${CLAUDE_PLUGIN_ROOT}/hooks/budget-trigger.sh
Evaluator-optimizer pattern: adversarial review, verification gates (TaskCompleted), static analysis, postmortems, reference-fidelity check, self-evolution proposal assessment.
14 skills · 1 agent · hooks
Hook-driven agentic workflow orchestrator. Automatic routing (shell or LLM-hybrid), sprint-contract enforcement, TDD loop, session bootstrap, handoff nudges. Self-evolution SEPL loop (propose/assess/commit/rollback) over versioned resources. Composes agents/evaluator/context-engine/memory rather than duplicating them.
11 skills · hooks
Multi-agent decomposition: planner/generator/reviewer pipeline triad with tool-isolated capability boundaries, plus a read-only researcher for pre-planning investigation. Includes /worktree-team for physical worktree isolation, directory-ownership enforcement (opt-in), and output-schema checks on generator exit.
5 skills · 4 agents · hooks
Codebase health scanning: documentation drift, registration gaps, convention violations, stale memory, HARNESS_SPEC invariant compliance. /validate-marketplace performs pre-commit mechanical correctness checks (distinct from /entropy-scan). /startup-profile reports SessionStart hook latency. /policies-list prints the cross-plugin enforcement registry (FS01–FS42).
8 skills · hooks
Self-evolution boundary: change-manifest writer, evolution-history ledger, session-digest, auto-tune-skill outer loop, controllability invariant (POLICY.md).
8 skills · hooks
Execution trace collection, analysis, and harness evolution. Stores structured JSONL traces for pattern detection and failure-driven improvement. Feeds /evolve as a proposal source, plus per-session clarification-waste analysis.
7 skills · hooks
Compact the current conversation into a handoff document for another agent to pick up. Configurable save location, redaction enforcement, SessionStart auto-load + SessionEnd reminder, self-check fidelity script, --refresh flag, mtime-guarded cleanup. Inspired by Matt Pocock's handoff (MIT).
1 skill · 2 commands · 1 agent · hooks
Agents for data engineering, machine learning, and AI development
12 agents
Context-management workflows for saving, loading, updating, sharing, and auditing Claude Code session memory.
1 skill · 5 commands
Project memory for Claude Code and Codex. Storybloq stores tickets, issues, handovers, and lessons in a .story/ folder inside your repo.
1 skill
CLAUDE.md lifecycle toolkit: initialise, enhance, sync, and modularise CLAUDE.md files with a 150-line cap, automatic chaining, and Karpathy behavioural guardrails.
5 skills · hooks
Finish What You Start - Sessions that last, AI that learns, Features that ship. Context engineering + Theory of Mind + Knowledge Graph + Loop Mode + Task Mode. Features Project Knowledge Graph (unified search, experiential memory), unified workflow orchestration, auto-update on session start, ToM-based verification checkpoints, bilateral modeling, quality detection, enhanced context markers, and Loop Mode. 92% token reduction with proven strategies. Based on Riedl & Weidmann 2025 Human-AI Synergy research.
33 skills · 6 agents · hooks
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