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Add 5 lossless-claw-inspired skills (49 total)#40

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ArchieIndian merged 33 commits intomainfrom
claude/festive-moore
Mar 16, 2026
Merged

Add 5 lossless-claw-inspired skills (49 total)#40
ArchieIndian merged 33 commits intomainfrom
claude/festive-moore

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Summary

  • memory-dag-compactor — Hierarchical summary DAGs with depth-aware prompts (d0 leaf → d3+ durable context), search, dissolve (cron daily 11pm)
  • large-file-interceptor — Detects oversized files, generates structural summaries (JSON schema, CSV columns, Python imports), stores compact references
  • context-assembly-scorer — Scores context coverage across 5 dimensions, detects blind spots (cron every 4h)
  • compaction-resilience-guard — 3-level fallback chain (normal → aggressive → deterministic), Shannon entropy + repetition detection
  • memory-integrity-checker — 8 DAG structural checks with auto-fix for safe issues (cron Sundays 3am)

All 5 inspired by features from lossless-claw.

README updated: 33 OpenClaw-Native skills, 49 total. 15 cron-scheduled, 20 companion scripts.

Test plan

  • bash scripts/validate-skills.sh — all 49 skills pass
  • Each companion script runs with --help

🤖 Generated with Claude Code

ArchieIndian and others added 30 commits March 15, 2026 23:23
Runs 6 diagnostic checks per skill (YAML parse, required fields, path
conventions, cron format, stateful coherence, schema validity). Exits 1
when FAILs are present — suitable as a post-install gate in install.sh.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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>
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>
ArchieIndian and others added 3 commits March 17, 2026 00:57
Validates memory summary DAGs with 8 structural checks: orphan nodes,
circular references, token inflation, broken lineage, stale active,
empty nodes, duplicate edges, depth mismatch. Auto-fixes safe issues.
Cron Sundays 3am.

Inspired by lossless-claw's DAG integrity checking 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>
@ArchieIndian ArchieIndian merged commit 98a562b into main Mar 16, 2026
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