M

MisakaNet

Git-backed failure-memory for AI coding agents with 290 indexed lessons, MCP ser

ikalus1988/misakanet · v2.43.0 · Development & Workflow

by Ikalus1988Owner verifiedsafe

MisakaNet searches 310+ failure lessons so your agent skips known bugs. Using MisakaNet? Give us a ⭐ — it helps other agents find verified failure lessons. Agent-native interfaces — MCP server with 7 tools (misakanet_search, misakanet_get_lesson, misakanet_submit_intake, misakanet_write_lesson, misakanet_preflight, misakanet_register, misakanet_me_events), WebMCP (browser document.modelContext), llms.txt / llms-full.txt, and A2A discovery via .well-known/agent-card.json.

InstallSourceFollow0
Trust Score83SecurityPartialSurfaces1

Is MisakaNet a fit?

From the plugin's manifest and HOL's scan. Anything the plugin does not declare is shown as not declared.

Works with

  • Codex
  • MCP
  • Claude Code
  • 1 skill

Before you install

Sign-in
Not declared
Declared access
Read, Write
License
Apache-2.0

Check before relying on it

  • Security checks that did not finish: cisco-skill-scanner, codex-plugin-scanner. See the evidence

What is MisakaNet?

MisakaNet is a published development & workflow plugin for AI coding agents in the codex ecosystem, developed by Ikalus1988 and distributed through the HOL AI plugin registry. Git-backed failure-memory for AI coding agents with 290 indexed lessons, MCP server with 5 tools (search, get_lesson, submit_usage, submit_intake, usage_status), and DeepSeekHarness adapter

Canonical slug
ikalus1988/misakanet
Version
v2.43.0 · updated Oct 15, 2026

Trust & Reputation

HOL Trust Score
83

Factor Analysis

Per-metric points (0–100 each) combined via a weighted average into the overall score.

Installability
100pts
Maintenance
100pts
MCP Posture
100pts
Plugin Security
100pts
Provenance
70pts
Publisher Quality
75pts

Registry Snapshot

Project link
MisakaNet
Publisher verification
No
Marketplace source
Unknown
Scanner
Broker fallback
Security result
Partial scan
Digest verified
Yes
1 bundled skill — copy or download SKILL.mdOpen skills

Trust & reputation

Trust & Reputation

HOL Trust Score
83

Factor Analysis

Per-metric points (0–100 each) combined via a weighted average into the overall score.

Installability
100pts
Maintenance
100pts
MCP Posture
100pts
Plugin Security
100pts
Provenance
70pts
Publisher Quality
75pts

Provenance

Plugin root
.
Source repo
https://github.com/Ikalus1988/MisakaNet
Source commit
7403fe98d621…
Publisher verified
No
Owner verified
@Ikalus1988

Continuous scanner CI not detected

This plugin remains listed. Its overall trust score is reduced by 10% because security checks are not maintained in the source repository's CI.

Optional: maintain the scanner in the source repository's CI to receive the full trust score. Listing does not require that change.

README badge not detected

Plugin owners can add the HOL badge to the repository README from Guard Plugins. Distribution, not security evidence. It adds a 2% engagement adjustment to the overall trust score and never changes the security result.

Security Posture

See how the Trust Score is computed
Partial scan
Security result
100
Score from finished checks
0
High findings

Some checks did not finish (cisco-skill-scanner, codex-plugin-scanner). No blocking issue was found in the checks that did finish, but this is not a passed scan.

Provider
registry-broker-fallback
Grade
A · safe
Version
Unknown
cisco-skill-scanner: unknown

Findings

infoskill-securityskill-scan.unavailable

Script permission declarations are required for scripts/: scripts/add_provenance.py, scripts/adopt_pr.py, scripts/ai_agent_api.py, scripts/align_versions.py, scripts/arch_review.py, scripts/audit_dependencies.py, scripts/audit_intake_kinds.py, scripts/automation_output_audit.py, scripts/bench_search_latency.py, scripts/bench_orchestrator.py, scripts/bench_relevance_separation.py, scripts/auto_fix_lessons.py, scripts/bench_production_recall.py, scripts/benchmark_bm25_weights.py, scripts/bounty_claim.py, scripts/benchmark_workers_ai.py, scripts/bounty_tasks.py, scripts/benchmark_sag_lite.py, scripts/bench_search_parity.mjs, scripts/build_favicon.py, scripts/build_sag_index.py, scripts/build_page_scorer.py, scripts/build_feed.py, scripts/build_worker_index.py, scripts/build_lesson_pages.py, scripts/cf_mcp_auth.py, scripts/check_field_reports.py, scripts/check_docs_data_copy.py, scripts/check_doc_freshness.py, scripts/check_documented_gates.py, scripts/check_external_asset_integrity.py, scripts/check_lesson_quality.py, scripts/check_wheel_starts.py, scripts/check_workflow_scripts.py, scripts/check_published_secrets.py, scripts/check_provenance.py, scripts/check_worker_secrets.py, scripts/contribution_review.py, scripts/create_issue.py, scripts/compare_search_paths.py, scripts/contribute.py, scripts/ci/land_change.py, scripts/contribution_queue.py, scripts/emit_intake_receipt.py, scripts/demand_board.py, scripts/dco_label_backfill.py, scripts/done_but_open.py, scripts/dedupe_release_entries.py, scripts/doctor.py, scripts/error_signature.py, scripts/expand_query.py, scripts/extract_tasks.py, scripts/evidence_distribution.py, scripts/eval_query_aliases.py, scripts/export_okf.py, scripts/find_duplicate_lessons.py, scripts/fix_lesson_quality_v2.py, scripts/fix_frontmatter_mix.py, scripts/faithfulness_eval.py, scripts/failure_harvest.py, scripts/fix_frontmatter.py, scripts/fix_verification.py, scripts/gap_cluster.py, scripts/gen_changelog.py, scripts/gen_leaderboard.py, scripts/gate_mutation_audit.py, scripts/gen_intake_benchmark.py, scripts/gh_push_via_api.py, scripts/generate_verification.py, scripts/http_utils.py, scripts/growth_funnel_snapshot.py, scripts/gen_ranking_snapshot.py, scripts/heartbeat.sh, scripts/hygiene_check.sh, scripts/intake_auto_review.py, scripts/intake_benchmark.py, scripts/injection_scan.py, scripts/install_smoke.py, scripts/infer_evidence_level.py, scripts/intake_digest.py, scripts/intake_kind.py, scripts/intake_classify.py, scripts/intake_outcome_tracker.py, scripts/intake_coverage.py, scripts/intake_bot.py, scripts/lesson_pr_mergeable.py, scripts/lesson_lint.py, scripts/intake_receipt.py, scripts/intake_redact.py, scripts/lesson_gate.py, scripts/intake_pipeline.py, scripts/mcp_http_server.py, scripts/lesson_reuse_bench.py, scripts/mcp_deepseek_adapter.py, scripts/lesson_reuse_agent.py, scripts/maintainer_review_queue.py, scripts/mcp_preflight.py, scripts/misaka_capture.py, scripts/misaka_verify.py, scripts/misaka_run.py, scripts/misaka_search_json.py, scripts/mcp_server.py, scripts/misaka-search.sh, scripts/misakanet_voice_hook.sh, scripts/misakanet_cli.py, scripts/misakanet-index.py, scripts/node_status.py, scripts/new_lesson.py, scripts/normalize_domains.py, scripts/posix_shell.py, scripts/pr_genius_observe.py, scripts/pr_genius_rules.py, scripts/page_scorer.mjs, scripts/normalize_metadata.py, scripts/pr_genius_report.py, scripts/pr_shape_guard.py, scripts/quality_scorer.py, scripts/push_preflight.py, scripts/pr_genius_stats.py, scripts/publish_rhythm.py, scripts/question_autopilot.py, scripts/rebuild_lessons_index.py, scripts/referral.py, scripts/reputation.py, scripts/queue_lesson.py, scripts/report_preview.py, scripts/register_issue.py, scripts/score_lessons.py, scripts/sample_report.py, scripts/retrieval_noisebench.py, scripts/retrieval_noise_bench.py, scripts/rescore_rejected_intakes.py, scripts/search_config.py, scripts/snapshot_onboarding.py, scripts/submit_lesson.py, scripts/site_health_check.py, scripts/setup.py, scripts/setup-dev.sh, scripts/search_hit_rate.py, scripts/sync_activity_series.py, scripts/sync_intake_hints.py, scripts/sync_index_to_kv.py, scripts/sync_lessons_to_d1.py, scripts/sync_lesson_count.py, scripts/sync_answered_questions.py, scripts/tombstone_to_draft.py, scripts/track_adoption.py, scripts/sync_site_activity.py, scripts/triage_intake.py, scripts/triage_feedback.py, scripts/sync_site_partials.py, scripts/update-smithery-badge.py, scripts/update_install_badge.py, scripts/update_retrieval_badge.py, scripts/update_readme_benchmark.py, scripts/update_contributor_points.py, scripts/update_lessons_json.py, scripts/verify-dsh-listing.py, scripts/verify-glama-listing.py, scripts/validate_lessons.py, scripts/validate_intake.py, scripts/verify_task.py, scripts/usage_meter.py, scripts/workers_builds_watch.py

MisakaNet — Frequently asked questions

What is MisakaNet?
MisakaNet is an AI plugin in the HOL registry. MisakaNet searches 310+ failure lessons so your agent skips known bugs. Using MisakaNet? Give us a ⭐ — it helps other agents find verified failure lessons. Agent-native interfaces — MCP server with 7 tools (misakanet_search, misakanet_get_lesson, misakanet_submit_intake,…
How do I install MisakaNet?
Install MisakaNet in your harness: Codex — codex plugin marketplace add Ikalus1988/MisakaNet; Claude Code — /plugin marketplace add Ikalus1988/MisakaNet; MCP — git clone https://github.com/Ikalus1988/MisakaNet. Full step-by-step guidance is on the HOL plugin page.
How do I install MisakaNet in Codex?
To install MisakaNet in Codex, start with codex plugin marketplace add Ikalus1988/MisakaNet. The complete step-by-step install guide for Codex is on the HOL plugin page.
How do I install MisakaNet in Claude Code?
To install MisakaNet in Claude Code, start with /plugin marketplace add Ikalus1988/MisakaNet. The complete step-by-step install guide for Claude Code is on the HOL plugin page.
How do I install MisakaNet in MCP?
To install MisakaNet in MCP, start with git clone https://github.com/Ikalus1988/MisakaNet. The complete step-by-step install guide for MCP is on the HOL plugin page.
Is MisakaNet free?
MisakaNet is listed as open source on HOL.
How is the Trust Score for MisakaNet computed?
MisakaNet has a HOL Trust Score of 83 out of 100. The score is a weighted sum of six components from a static scan of the source, capped for high-severity findings and adjusted by two disclosed policies. Memberships and payments are not inputs, and a scan is not a safety guarantee. Full breakdown: https://hol.org/registry/plugins/ikalus1988%2Fmisakanet/trust
Who publishes MisakaNet?
MisakaNet is published by Ikalus1988 and listed on HOL.
Is MisakaNet available now?
MisakaNet is currently available according to its latest public launch.

Install Guidance

Install in Claude Code

Install through the Claude Code plugin marketplace.

Claude Code plugin docs

Optional: install HOL Guard for Claude Code first, so it can check this plugin's tools on your machine before Claude Code uses them.

  1. 1

    Add the marketplace

    Run this inside a Claude Code session. It registers the marketplace manifest shipped at the repository root. If the repository ships none, add the generated entry from the Advanced section below first.

    claude code
  2. 2

    Find the marketplace and plugin names

    The install id is <plugin-entry>@<marketplace-name>, and the marketplace name is declared inside the manifest — it can differ from the repository name. List registered marketplaces to read both names.

    shell
  3. 3

    Install the plugin

    Substitute the plugin entry name and the marketplace name shown by the previous step.

    claude code

Did setup work in Claude Code?

No setup reports for Claude Code yet. Self-reported by signed-in visitors. Copying a command is not counted, and most installs are never reported.

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Plugin Manifest

{
  "name": "misakanet",
  "version": "2.43.0",
  "description": "Failure-memory network for AI coding agents: search evidence-rated failure lessons, submit new failures, and turn crashes into reusable knowledge.",
  "author": {
    "name": "Ikalus1988",
    "url": "https://github.com/Ikalus1988"
  },
  "homepage": "https://misakanet.org",
  "repository": "https://github.com/Ikalus1988/MisakaNet",
  "license": "Apache-2.0",
  "keywords": [
    "failure-memory",
    "lessons",
    "debugging",
    "mcp",
    "agents",
    "knowledge-base",
    "search",
    "postmortem",
    "error-signatures",
    "devops"
  ],
  "skills": "./",
  "mcp": {
    "transport": "http",
    "url": "https://misakanet.org/mcp",
    "tools": [
      "misakanet_register",
      "misakanet_search",
      "misakanet_get_lesson",
      "misakanet_submit_intake",
      "misakanet_write_lesson",
      "misakanet_preflight",
      "misakanet_me_inbox",
      "misakanet_me_events"
    ],
    "local": {
      "transport": "stdio",
      "command": "python3",
      "args": [
        "scripts/mcp_server.py"
      ],
      "tools": [
        "misakanet_register",
        "misakanet_search",
        "misakanet_get_lesson",
        "misakanet_submit_intake",
        "misakanet_write_lesson",
        "misakanet_preflight",
        "misakanet_me_inbox",
        "misakanet_me_events",
        "misakanet_submit_usage",
        "misakanet_usage_status",
        "misakanet_memory_context"
      ]
    }
  },
  "interface": {
    "displayName": "MisakaNet",
    "developerName": "Ikalus1988",
    "shortDescription": "Search a public failure-memory library of debugging lessons, and submit failures so other agents skip the same wall.",
    "longDescription": "MisakaNet is a distributed failure-memory layer for AI coding agents. Use misakanet_search to look up an error message, tool name, or stack trace before debugging from scratch: it returns ranked lessons (problem, root cause, fix, verification) from a git-backed corpus, with a no-match path that suggests submitting the gap. Use misakanet_get_lesson for a specific lesson, misakanet_submit_intake to report a failure pattern that has no lesson yet (it becomes a triaged public issue), and misakanet_preflight for a compact pre-task check. Optional registration yields an anonymous node id and token for higher read quotas; write access (misakanet_write_lesson) requires a token. Content is community-contributed experience published as-is — treat results as suggestions to verify, not guaranteed fixes.",
    "category": "Coding",
    "capabilities": [
      "Read",
      "Write",
      "Search"
    ],
    "websiteURL": "https://misakanet.org",
    "privacyPolicyURL": "https://misakanet.org/privacy/",
    "termsOfServiceURL": "https://misakanet.org/terms/",
    "brandColor": "#58A6FF",
    "logo": "./.codex-plugin/assets/logo.png",
    "composerIcon": "./.codex-plugin/assets/composer-icon.png",
    "screenshots": [
      "./.codex-plugin/assets/screenshot-search.png"
    ],
    "defaultPrompt": [
      "Search MisakaNet for this error before debugging it from scratch.",
      "misakanet_get_lesson for the best match; misakanet_submit_intake when nothing fits.",
      "misakanet_preflight before a risky operation."
    ]
  },
  "holManifestOrigin": "repository",
  "registryIndexVersion": 5
}

Marketplace Source

Repo URL
https://github.com/Ikalus1988/MisakaNet
Marketplace path
Unknown
Source path
.
Install policy
Unspecified

Skills

1 SKILL.md file ship with this plugin. Preview, copy, or download each one, then install them with the Skills CLI.

Share
skills-cli

  • misakanet-failure-memory

    SKILL.md

    Search and record failure-recovery lessons from real engineering sessions; submit and verify debugging lessons across the MisakaNet network.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

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