Detects INJECTION, CREDENTIAL, EXFILTRATION, DRIFT, and ORPHAN issues in
all installed skills. Maintains content baselines for drift detection.
Cron: Mondays 9am. Exits 1 on CRITICAL findings.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

… publish

Scores a skill's description against should-fire/should-not-fire prompt
sets. Computes precision, recall, F1, and assigns a grade A–F. Exits 1
on grade C or lower, suitable as a pre-publish gate.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

Defines and switches between curated skill subsets (loadouts). Ships
4 presets (minimal, coding, research, ops) and estimates token savings
per loadout vs. all-skills-active mode.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

…ties

Reads requires_openclaw + requires_features frontmatter fields and
compares against detected (or overridden) OpenClaw version. Ships
feature registry with 5 runtime capabilities and their introduction
versions.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

Add skill-doctor: diagnose silent skill discovery failures

…ecker

Add skill-compatibility-checker: detect version/feature incompatibilities

Add skill-loadout-manager: named skill profiles to prevent context bloat

Add skill-trigger-tester: validate description trigger quality

Add installed-skill-auditor: weekly post-install security audit

…erlap (#21)

Detects NAME_SHADOW (CRITICAL), EXACT_DUPLICATE (CRITICAL),
HIGH_OVERLAP (HIGH), and MEDIUM_OVERLAP (MEDIUM) conflicts between
installed skills using Jaccard similarity on description tokens.

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>

)

Tracks 30-day rolling spend and wall-clock time per scheduled skill.
Auto-pauses skills that exceed monthly/per-run budgets. Cron: every
hour. Supports manual pause/resume and per-skill budget overrides.

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>

…ipts (#23)

Detects OS_SPECIFIC_CALL, MISSING_BINARY, BREW_ONLY, PYTHON_IMPORT,
and HARDCODED_PATH issues in companion scripts. Cross-checks against
os_filter: frontmatter field. No external dependencies.

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>

Adds 8 new integration-focused skills to the tables:
- Core: skill-trigger-tester, skill-conflict-detector, skill-portability-checker
- OpenClaw-native: skill-doctor, installed-skill-auditor, skill-loadout-manager,
  skill-compatibility-checker, heartbeat-governor

Expands security section from 3 to 5 skills (adds installed-skill-auditor,
skill-doctor). Updates companion script list and total skill counts.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

)

Searches 5 subreddits (openclaw, LocalLLaMA, ClaudeAI, MachineLearning,
AIAgents) via Reddit's public JSON API. Scores candidates by upvotes,
comments, recurrence, and keyword density. Writes prioritized
PROPOSALS.md for review. Cron: every 3 days at 9am.

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>

Adds community-skill-radar to the OpenClaw-Native table (24 skills),
updates companion script list with radar.py, bumps total to 40 skills.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

Scans ~/.openclaw/ config files for plaintext API keys, tokens, and
world-readable permissions. Suggests environment variable migration.
Cron runs Sundays 9am. Companion script: audit.py with --scan,
--fix-permissions, --suggest-env, --status commands.

Inspired by OpenLobster's AES-GCM config encryption layer.

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

Scores skill descriptions for trigger quality across 5 dimensions:
clarity, specificity, keyword density, uniqueness, and length.
Grades A-F with concrete rewrite suggestions. Companion script:
optimize.py with --scan, --skill, --suggest, --compare, --status.

Inspired by OpenLobster's tool-description scoring layer.

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

Monitors MCP server connections for health, latency, and availability.
Probes stdio servers via JSON-RPC initialize and HTTP servers via GET.
Detects stale connections, timeouts, unreachable servers. Cron runs
every 6 hours. Companion script: check.py with --ping, --config,
--status, --history commands.

Inspired by OpenLobster's MCP connection health monitoring.

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

Add memory-graph-builder, config-encryption-auditor,
tool-description-optimizer, and mcp-health-checker to the
OpenClaw-Native table. Update security section to 6 skills.
Update companion scripts list.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

)

Parses flat MEMORY.md into nodes with categories, entities, and typed
relationships. Detects duplicates (Jaccard >0.7), contradictions, and
stale entries. Generates compressed memory digest saving 30-60% tokens.
Inspired by OpenLobster's Neo4j graph memory. Cron: nightly 10pm.

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>

Restructured with SEO-rich opening, badges, comparison table,
architecture diagram, use cases section, and defense-in-depth
security overview. Leads with value proposition instead of
implementation details.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

…n/openclaw-superpowers into claude/festive-moore

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Builds hierarchical summary DAGs from MEMORY.md with depth-aware
prompts (d0 leaf → d3+ durable). Supports search, tree visualization,
inspect, and dissolve. Cron nightly 11pm. Companion script: compact.py.

Inspired by lossless-claw's DAG-based summarization hierarchy.

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

Detects oversized files that would blow the context window, generates
structural exploration summaries (JSON schema, CSV columns, Python
imports, log patterns), and stores compact reference cards. Supports
scan, summarize, restore, and audit. No cron — invoked on demand.

Inspired by lossless-claw's large file interception layer.

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

Scores how well current context represents full conversation history.
5 dimensions: topic coverage, recency bias, entity continuity,
decision retention, task continuity. Detects blind spots — topics
the agent has effectively forgotten. Cron every 4h.

Inspired by lossless-claw's context assembly system.

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

Monitors compaction for failures (empty, inflation, garbled, repetition)
and enforces a 3-level fallback chain: normal → aggressive → deterministic
truncation. Ensures compaction always makes forward progress.

Inspired by lossless-claw's three-level escalation system.

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

Add memory-dag-compactor, large-file-interceptor, context-assembly-scorer,
compaction-resilience-guard, and memory-integrity-checker. Update badges,
comparison table, architecture diagram, companion scripts list.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

… FTS5 search (#41)

Imports OpenClaw session transcripts into a local SQLite database with full-text
search, making the agent's entire history queryable across all sessions.

Inspired by lossless-claw's SQLite persistence layer. Includes persist.py with
--import, --search, --recent, --conversation, --stats, --export, --status commands.
Cron every 15 minutes for incremental import.

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

…xt on demand (#42)

Queries the hierarchical summary DAG built by memory-dag-compactor, expands
matches from high-level to detailed nodes, and assembles cited answers. Includes
FTS5 search, LRU cache, ancestor tracing, and token budget control.

Inspired by lossless-claw's sub-agent recall pattern.

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

…token budgets (#43)

YAML-based grant ledger that issues time-limited, token-budgeted permission
grants for sub-agent expansions. Supports issuance, validation, consumption
tracking, revocation, and auto-expiry sweeps.

Inspired by lossless-claw's delegation grant system.

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

…l, expansion-grant-guard

Updates all counts (skills 49→52, cron 15→16, scripts 20→23, native 33→36),
adds 3 new lossless-claw-inspired skills to the table, adds comparison features
for SQLite persistence and sub-agent recall, credits lossless-claw.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>