harness-self-improvement

Plugin harness-self-improvement from marketplace sips-local in RasputinKaiser/Hermes-SIPS. Commands read from the repo's manifest — 1 month ago.

Skills (10)

• sips-context-distiller

  Extract bounded, source-linked context from large files or many inputs. Use when context is too large, files are oversized, or a task needs concise excerpts.

• sips-control-plane

  Inspect SIPS Homebase status, manifest wiring, routes, host visibility, and MCP freshness. Use when asked for SIPS status, command center, host audit, plugin visibility, or whether Homebase is fresh.

• sips-delegation-router

  Route a task through SIPS commands, agents, scripts, MCP tools, or bounded delegation. Use when asked to route, split, fan out, escalate, or choose the right SIPS path.

• sips-execution-repro

  Turn failures, logs, symptoms, or flaky behavior into a compact repro and verification plan. Use when debugging needs a reproducible failure path.

• sips-memory-fabric

  Search, inspect, and record SIPS-owned Memory Fabric lessons. Use when a task needs prior lessons, recurring-fix memory, recall health, scoped historical context, or when a just-fixed bump or error should be recorded.

• sips-perception-plan

  Plan browser, app, screenshot, or UI checks before visual claims. Use when a task includes app shots, visual QA, generated assets, or runtime UI proof.

• sips-proof-scanner

  Verify SIPS proof surfaces before reporting completion. Use when asked to scan, verify, validate, prove, audit, or check whether a repo or SIPS install is coherent.

• sips-repo-map

  Map repository structure, likely tests, git state, and write scope before edits. Use when asked for repo mapping, blast radius, file inventory, or change planning.

• sips-selfloop

  Start, inspect, or continue a persistent SIPS self-improvement loop. Use when the user asks for /selfloop, wants the agent to iteratively improve itself, or wants a goal dedicated only to SIPS and agent capability.

• sips-tool-factory

  Decide whether to reuse, improve, or scaffold a deterministic helper. Use when repeated work is slow, brittle, or blocked by a missing local tool.

Slash commands (12)

• /harness-self-improvement:brainstorm

  Survey current capabilities, identify gaps, dispatch the escalate agent to draft a concrete build plan for the top gap. Proactive — the complement to /improve (which is reactive).

• /harness-self-improvement:checkpoint

  Snapshot the harness and write a continuity packet. Safe point before risky work.

• /harness-self-improvement:escalate

  Force-route the next bounded step to the frontier (claude-opus) escalation agent.

• /harness-self-improvement:fan-out

  Decompose a parent task into parallel slices and dispatch one fan-out agent per slice. Each slice runs in its own slice directory with a HANDOFF.md describing the parent and its scope. Use /fan-out "parent objective" with slice descriptions as args (semicolon-separated).

• /harness-self-improvement:goal

  Set a goal and enter the RALPH loop — keep working autonomously until the goal is genuinely done or the user stops you. Use /goal "objective" to start, /goal status to check, /goal complete to finish, /goal clear to stop.

• /harness-self-improvement:improve

  Run a self-correction sweep and act on the top recommendation. Closes the loop on demand.

• /harness-self-improvement:patterns

  Show the full agent_patterns report — success rate, approach→outcome correlation, top patterns.

• /harness-self-improvement:recall

  Tier-aware Memory Fabric search for the current scope. Prints ranked prior lessons.

• /harness-self-improvement:retro

  Run an evidence-gated retrospective, capture reusable SIPS lessons with provenance, and leave one clear next action.

• /harness-self-improvement:selfloop

  Start or control a persistent SIPS loop whose only objective is improving SIPS and the agent operating it through measured, verified iterations.

• /harness-self-improvement:teach

  Hand-record a lesson into Memory Fabric (learning tier, high confidence) so it is recalled later.

• /harness-self-improvement:verify

  Run run_tests.py + script_smoke on touched files. If a coverage gap is found, offer test-author.

Subagents (5)

• escalate

  Solve one bounded subtask the main thread is stuck on, in a fresh context. Returns a plan, a minimal diff, and a one-line lesson to record.

• fan-out

  Solve one slice of a decomposable task independently. Other fan-out agents may be working on other slices in parallel. Coordinate via the shared HANDOFF.md file the main thread wrote; return your slice, a minimal diff, and a one-line lesson.

• memory-curator

  Dedupe near-identical Memory Fabric records, promote repeated work-tier entries to learning-tier, and expire stale low-confidence ones. Keeps recall signal high.

• repo-scout

  Cheap parallel codebase recon — find files, map call sites, summarize a module. Fan many of these.

• test-author

  Given an untested script, write the missing run_tests.py regression case that would have caught a known failure or covers its public surface.

MCP servers (1)

• sips-homebase

  runs: python3 ./scripts/harness_homebase_mcp.py

Hooks (20)

• PreToolUse

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event PreToolUse --script autonomy_gate.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/autonomy_gate.py

• PreToolUse

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event PreToolUse --script memory_fabric_preflight.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/memory_fabri

• PreToolUse

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event PreToolUse --script autonomy_gate.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/autonomy_gate.py

• PostToolUse

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event PostToolUse --script script_smoke.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/script_smoke.py

• PostToolUse

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event PostToolUse --script escalation_advisor.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/escalation_advis

• PostToolUse

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event PostToolUse --script sips_presence_mirror.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/sips_presence_

• PostToolUse

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event PostToolUse --script retry_lesson_reminder.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/retry_lesson_

• SessionStart

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event SessionStart --script validate_harness.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/validate_harness.

• SessionStart

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event SessionStart --script memory_fabric_doctor.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/memory_fabric

• SessionStart

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event SessionStart --script proactive_drift.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/proactive_drift.py

• SessionStart

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event SessionStart --script agent_patterns.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/agent_patterns.py -

• SessionStart

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event SessionStart --script improvement_injector.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/improvement_i

• UserPromptSubmit

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event UserPromptSubmit --script recall_ranker.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/recall_ranker.py

• UserPromptSubmit

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event UserPromptSubmit --script probe_hook.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/probe_hook.py

• PreCompact

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event PreCompact --script memory_fabric_compact_brief.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/memory_f

• PreCompact

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event PreCompact --script compact_continuity.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/compact_continuit

• PostCompact

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event PostCompact --script memory_fabric_session_record.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/memory

• PostCompact

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event PostCompact --script compact_continuity.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/compact_continui

• Stop

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event Stop --script session_close.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/session_close.py

• Stop

  python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/hook_event_tap.py --event Stop --script task_outcome_tracker.py -- python3 "${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}"/scripts/task_outcome_tracker.

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