search_grimoire
Search spell names, descriptions, and bodies.
query必填chapters
io.github.GhostPawJS由 GitHub 账号 GhostPawJS 发布v0.7.1更新于 Nov 5, 2026
Local procedural knowledge with spells, notes, and revision history.
本地程序性知识引擎,让助手以 SKILL.md「咒语」形式存储、检索、版本化并维护操作流程,配合 git 封存与 SQLite 元数据。
Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。
参照 仓库 中的启动说明。
[GhostPaw grimoire: Your agent edits its SKILL.md. Who keeps the history?]
[npm] [CI] [site] [runtime deps] [MCP Registry] [node] [license]
Agent skills as SKILL.md folders, every improvement sealed as a git commit you can roll back.
A procedural knowledge engine for Node.js, built on Git, SQLite, and the filesystem.
Grimoire treats spells (learned procedures), evidence, versioning, and health
as one coherent model instead of separate systems. It ships as a single
prebundled blob with zero runtime dependencies, designed for two audiences at
once: human developers working directly in code, and LLM agents operating
through a structured soul / tools / skills runtime.
The installers verify the archive against SHA256SUMS before installing. The Unix
lines below install the latest release to ~/.local/bin and add that directory
to PATH for the current shell only; they do not edit ~/.profile or any other
file. The Windows installer updates the user PATH. Choose the line for your
target.
Linux x64:
Linux arm64:
macOS arm64:
macOS x64:
Windows x64:
To keep ~/.local/bin on PATH in new shells, this variant also appends one
line to ~/.profile (skip it if that directory is already on your PATH):
To pin a version instead of taking the latest release, pass --version
(replace the target as needed):
ghostpaw-grimoire --version prints the version and variant,
--version --short the bare semver, and --version --json a
{name, version, variant, target} record.
The binary includes its runtime. ghostpaw-grimoire skill --list lists the
bundled workflow guides; ghostpaw-grimoire skill <guide> prints one.
Codex CLI (~/.codex/config.toml):
Cursor, Claude Desktop, or a project .mcp.json:
Download server.mcpb from releases for clients supporting MCP Bundles. Build the supplied Dockerfile with docker build -t ghostpaw-grimoire . and mount /data for persistence.
Supports MCP 2026-07-28 and initialize-based protocol versions (2025-11-25, 2025-06-18, 2025-03-26, 2024-11-05). The database defaults to ~/.ghostpaw/grimoire.db; --db overrides GHOSTPAW_GRIMOIRE_DB. Spells default to ~/.ghostpaw/grimoire/; set GHOSTPAW_GRIMOIRE_ROOT to choose another directory. No credentials are required for local tools.
Requires Node 24 or newer:
For an npm-based MCP configuration:
A session with a linux-x64 release binary against a fresh database and spell directory (output piped through jq to keep it short):
The same session as an animated GIF.
Other release installers:
For aqua, define a
github_release package in aqua.yaml:
grimoire-registry.yaml:
Install scripts verify SHA256SUMS. To verify a downloaded archive's build attestation:
Set GHOSTPAW_VERIFY=attestation for attestation verification in install.sh.
Binaries are unsigned; macOS binaries carry an ad-hoc signature. For a browser
download on macOS, remove quarantine with
xattr -d com.apple.quarantine /path/to/ghostpaw-grimoire.
Linux binaries require glibc 2.28+; use npx on Alpine.
See the binary build workflow.
Archive and binary sizes vary by release; see the assets on the release page.
The install check runs on ubuntu-24.04, macos-15 and windows-2025.
The database defaults to ~/.ghostpaw/grimoire.db; select it with --db or
GHOSTPAW_GRIMOIRE_DB. Spells default to ~/.ghostpaw/grimoire; select the root
with --root or GHOSTPAW_GRIMOIRE_ROOT. CLI flags take precedence over the environment.
Each root stores Git history in <ROOT>/.grimoire-git, excluded from discovery.
--git-dir overrides GHOSTPAW_GRIMOIRE_GIT_DIR, which overrides this default.
A legacy <parent>/.grimoire-git is copied into the root only when its configured
work tree or HEAD tree identifies this root. The original stays in place, with a
MIGRATED_TO marker. Shared or uncertain legacy repositories stay at their old
location and produce one shared_git_dir warning per result; new writes use
the root-local repository. Git writes use a per-repository advisory
lock and path-scoped commits. File databases use WAL and a five-second busy timeout.
Library callers supply their database and should configure those pragmas before use.
Global flags can appear anywhere: --db <path>, --root <path>, --git-dir <path>, --json, --quiet,
--compact, --help/-h, --version/-V/-v, --no-color.
NO_COLOR is accepted; output uses no terminal colors.
Noun-verb commands print the full tool result as JSON with --json or when
stdout is piped. Write results contain compact metadata by default; --verbose includes full spell content.
--quiet suppresses stdout. --compact removes JSON indentation.
Use help spell, bare spell, or spell update --help for schema-derived help.
skill --list lists bundled guides; skill <guide> prints the guide.
Search tokenizes multiple terms, removes common English stopwords, stems common
suffixes, and scores name/description/body matches with weights 3/2/1 and inverse
document frequency. Trigram Jaccard similarity of at least 0.3 adds fuzzy metadata
matches. Results expose score and sort by score, rank, then path. Legacy name
and description substring matches remain supported. Uncheckpointed spells remain visible.
Inscribe conflicts unless --force is supplied; identical forced content returns
no_op when it also matches committed content. Hone accepts positional paths and
returns no_op without a diff; supplied note IDs are still marked distilled. --note-ids and --note_ids both work for hone and draft submit.
Inspect includes commit hashes, short hashes, subjects, and ISO dates for rollback.
--now accepts epoch milliseconds, ISO 8601 date-time, or YYYY-MM-DD. Values more
than one minute ahead return a projection with a projected warning and preserve
stored health and notes.
review index --format prompt returns only the formatted prompt block in data.
Catalogue health fields measure honing pressure, rather than a quality rating:
a fresh seal can have zero pressure. Dormancy has a 14-day grace period after
the first seal. Catalogue expires pending notes older than 90 days and keeps at
most 50 pending notes, expiring the oldest first with a notes_expired count warning. Deleting a spell purges its events.
Array flags repeat and a final - reads JSON stdin (spell inscribe <name> - is supported). Only spell --content reads files: @path reads the file, @- reads stdin, and @@text passes a literal @text. Every other value, including note text and positionals, is taken literally even if it starts with @.
Flags use kebab-case and override stdin fields. -- ends flags.
Database selection uses --db, GHOSTPAW_GRIMOIRE_DB, then ~/.ghostpaw/grimoire.db.
Spell files use --root, then GHOSTPAW_GRIMOIRE_ROOT (default ~/.ghostpaw/grimoire).
Context initialization may run Git. Scout remote operations need network access;
local sources can stay offline.
Frontmatter validation warns about invalid YAML values and unknown fields by default.
Use { strict: true } with read.validateSkillMd, read.validate, or read.validateAll
to treat those warnings as errors; other warnings stay warnings. Write and scouting
APIs that validate frontmatter also accept strict in their input or options.
On the CLI, use review validation --strict or inspect <path> --strict;
spell inscribe, spell update, scout adopt, and scout apply-update accept it too.
Strict validation failures exit with code 2 and identify the field and value.
The matching MCP tools accept an optional strict boolean. Hone only seals files;
validate with inspect <path> --strict before honing manual edits.
Errors go to stderr. With --json, usage and internal errors also print
{ok:false,error:{code,message}} to stdout. Tool results retain their full
shape. Legacy tools [--json], describe <tool>, call <tool> [JSON|-]
and <tool_name> --parameter value use the same exit codes.
completion aliases completions. Bash and Zsh scripts complete command groups,
verbs, and command flags for both ghostpaw-grimoire and grimoire.
completions fish prints a Fish script.
Set GHOSTPAW_GRIMOIRE_ROOT to a temporary directory for an isolated session.
Agent Skill: see SKILL.md or install the skills/grimoire directory with its references.
The live demo runs the library in your browser against an in-memory SQLite database. Each view below opens a different part of it:
Eight concepts, strict separation of concerns:
The model means each kind of truth has its own home:
State is derived, not hand-toggled. Tier, resonance color, staleness, dormancy, and health scores are computed from evidence and commit history at read time, never stored as caller-written flags.
Grimoire computes tier markers on every read. They advance as spells accumulate sealed improvements:
Inscription
Honing
Attention signals
Rank is the only experience counter. Each tier raises the validation bar: from Journeyman on, a spell is expected to include failure and recovery paths; from Expert on, edge cases; at Master, a compiled summary.
Use the read and write namespaces for direct-code access to the domain:
See HUMAN.md for the full direct-code guide with worked examples and modeling boundaries.
Use the tools, skills, and soul namespaces for a structured runtime
surface designed to minimize LLM cognitive load:
Every tool returns a discriminated result with outcome: 'success' | 'no_op' | 'needs_clarification' | 'error', structured entities, next-step hints, and
actionable recovery signals.
See LLM.md for the full AI-facing guide covering soul, tools, and skills.
Eleven tools shaped around operator intent, not raw storage operations:
Each tool exports runtime metadata, JSON Schema inputs, and structured outputs so harnesses can wire them without parsing vague prose.
node:sqlite (built into Node 24+) for the SQLite layer.dist/. No subpath exports, no code splitting.inscribe, seal, hone, dropNote, distill, adoptSpell: operations that say what happened, not generic CRUD.soul for posture, tools for actions, skills for workflow guidance — layered over the same direct-code API..test.ts file. The documented behavior is backed by executable coverage.All domain and runtime types are also available at the root for TypeScript consumers:
The repo is pinned to Node 24.14.0 via .nvmrc / .node-version /
.tool-versions / mise.toml / Volta. Use whichever version manager you
prefer.
If this package helps your project, consider sponsoring its maintenance:
来源:README.md,提交 417df3b
Search spell names, descriptions, and bodies.
query必填chaptersReview chapters, health, resonance, notes, drafts, validation, provenance, or index.
nowview必填limitformatstrictInspect spell content, tier, resonance, validation, provenance, and history.
path必填strictCreate a spell from SKILL.md content (YAML frontmatter and Markdown).
name必填forcestrictchaptercontent必填verboseWrite new content to an existing spell, leaving the change uncommitted.
path必填strictcontentreplaceverboseappendSectionSeal pending spell changes into a git commit, advancing spell ranks.
pathsmessagenoteIdsverbosenote_idsArchive, restore, move, delete, repair, or roll back spells.
refpathforceaction必填targetverboseRecord an observation for later cataloguing.
domainsource必填content必填Submit, approve, or dismiss spell drafts.
titleaction必填chapterdraftIdnoteIdsnote_idsrationaleMaintain health, route notes, cluster orphans, and score honing pressure.
nowScout, search, adopt, and update spells from external sources.
pathqueryaction必填sourcestrictchapter已满足适用检查项的 90%
该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。
请在注册中心条目中声明凭据请求头,或保持端点能够响应探测,以便判定其认证方式。
curl -fsSL https://raw.githubusercontent.com/GhostPawJS/grimoire/main/install.sh | sh -s -- --target linux-x64 && export PATH="$HOME/.local/bin:$PATH"curl -fsSL https://raw.githubusercontent.com/GhostPawJS/grimoire/main/install.sh | sh -s -- --target linux-arm64 && export PATH="$HOME/.local/bin:$PATH"curl -fsSL https://raw.githubusercontent.com/GhostPawJS/grimoire/main/install.sh | sh -s -- --target darwin-arm64 && export PATH="$HOME/.local/bin:$PATH"curl -fsSL https://raw.githubusercontent.com/GhostPawJS/grimoire/main/install.sh | sh -s -- --target darwin-x64 && export PATH="$HOME/.local/bin:$PATH"irm https://raw.githubusercontent.com/GhostPawJS/grimoire/main/install.ps1 | iexcurl -fsSL https://raw.githubusercontent.com/GhostPawJS/grimoire/main/install.sh | sh -s -- --target linux-x64 && echo 'export PATH="$HOME/.local/bin:$PATH"' >> ~/.profile && export PATH="$HOME/.local/bin:$PATH"curl -fsSL https://raw.githubusercontent.com/GhostPawJS/grimoire/main/install.sh | sh -s -- --target linux-x64 --version 0.6.0 && export PATH="$HOME/.local/bin:$PATH"claude mcp add ghostpaw-grimoire -- "$HOME/.local/bin/ghostpaw-grimoire" mcp/plugin marketplace add GhostPawJS/grimoire/plugin install ghostpaw-grimoire@ghostpaw-grimoire[mcp_servers.ghostpaw-grimoire]command = "/absolute/home/.local/bin/ghostpaw-grimoire"args = ["mcp"]{"mcpServers":{"ghostpaw-grimoire":{"command":"/absolute/home/.local/bin/ghostpaw-grimoire","args":["mcp"]}}}npm install -g @ghostpaw/grimoirenpx -y @ghostpaw/grimoire --help{"mcpServers":{"ghostpaw-grimoire":{"command":"npx","args":["-y","@ghostpaw/grimoire","mcp"]}}}npm install @ghostpaw/grimoireimport { DatabaseSync } from 'node:sqlite';import { initGrimoireTables, write, read } from '@ghostpaw/grimoire';
const db = new DatabaseSync(':memory:');initGrimoireTables(db);write.dropNote(db, { source: 'practice', content: 'Verify the build before release.' });const notes = read.pendingNotes(db);db.close();mise use -g github:GhostPawJS/grimoireubi --project GhostPawJS/grimoire --exe ghostpaw-grimoire --in ~/.local/bineget GhostPawJS/grimoireregistries: - name: grimoire type: local path: grimoire-registry.yamlpackages: - name: GhostPawJS/[email protected] registry: grimoirepackages: - type: github_release repo_owner: GhostPawJS repo_name: grimoire asset: ghostpaw-grimoire-{{trimV .Version}}-{{.OS}}-{{.Arch}}.tar.gz format: tar.gz replacements: { amd64: x64 } overrides: - goos: windows asset: ghostpaw-grimoire-{{trimV .Version}}-windows-{{.Arch}}.zip format: zip files: - name: ghostpaw-grimoiregh attestation verify <archive> -R GhostPawJS/grimoireghostpaw-grimoire search <query>ghostpaw-grimoire review <chapters|health|resonance|notes|drafts|validation|provenance|index>ghostpaw-grimoire inspect <path>ghostpaw-grimoire spell inscribe <name> --content TEXTghostpaw-grimoire spell update|hone <path> [flags]ghostpaw-grimoire spell shelve|unshelve|delete|repair <path>ghostpaw-grimoire spell move <path> <target>ghostpaw-grimoire spell rollback <path> <ref>ghostpaw-grimoire spell repair-allghostpaw-grimoire note drop <content> --source SOURCEghostpaw-grimoire draft submit <title> --rationale TEXT --note-ids ID --chapter NAMEghostpaw-grimoire draft approve|dismiss <draftId>ghostpaw-grimoire catalogue runghostpaw-grimoire scout adopt <source>ghostpaw-grimoire scout search <query>ghostpaw-grimoire scout check-updatesghostpaw-grimoire scout apply-update <path>ghostpaw-grimoire mcp|skill|tools|describe|call|completions|version|helpghostpaw-grimoire note drop "Verify the build" --source practice --db /tmp/grimoire.db --jsonghostpaw-grimoire review notes --db /tmp/grimoire.db --jsonghostpaw-grimoire spell update --helpimport { DatabaseSync } from 'node:sqlite';import { init, read, write } from '@ghostpaw/grimoire';
const db = new DatabaseSync(':memory:');const root = '/path/to/my-grimoire';
// Bootstrap: filesystem + SQLite tables + bare git repo with initial commitinit(root, db);
// Inscribe a new spell (content is a spec-compliant SKILL.md string)const { spell } = write.inscribe(root, db, { name: 'deploy-service', chapter: 'engineering', content: '---\nname: deploy-service\ndescription: Deploy a service to production\n---\n\n# deploy-service\n\n## Steps\n\n1. Run `npm run build`\n2. Push to registry\n3. Apply manifests\n',});
// Drop an observation note as evidencewrite.dropNote(db, { source: 'practice', content: 'Build step fails if DOCKER_REGISTRY is not exported first.',});
// Seal the improvement into a git commit, advancing rankwrite.seal({ root }, db, [`engineering/${spell.name}`], 'Fix: document required env var for build step');
// Read back the enriched spellconst detail = read.getSpell(root, 'engineering/deploy-service', db);const chapters = read.listChapters(root);import { read, write } from '@ghostpaw/grimoire';
// Inscribe and evolve a spellwrite.inscribe(root, db, { name: 'lint-fix', chapter: 'general', content: '---\nname: lint-fix\ndescription: Run lint with autofix\n---\n\n# lint-fix\n\nRun `npx biome check --fix .`\n' });write.dropNote(db, { source: 'practice', content: 'Biome needs --unsafe for some rules.' });write.seal({ root }, db, ['general/lint-fix'], 'Add note about unsafe flag');
// Read derived stateconst spell = read.getSpell(root, 'general/lint-fix', db);const resonance = read.allResonance(db);const catalogue = read.readCatalogue(db);import { tools, skills, soul } from '@ghostpaw/grimoire';
// 10 intent-shaped tools with JSON Schema inputs and structured resultsconst allTools = tools.grimoireTools;const searchTool = tools.getGrimoireToolByName('search_grimoire')!;const result = await searchTool.handler({ root, db }, { query: 'deploy' });
// Workflow skills for common multi-step scenariosconst allSkills = skills.grimoireSkills;
// Thinking foundation for system promptsconst prompt = soul.renderGrimoireSoulPromptFoundation();import { init, // bootstrap: filesystem + SQLite setup initGrimoireTables, // SQLite schema only read, // all query functions write, // all mutation functions tools, // LLM tool definitions + registry skills, // LLM workflow skills + registry soul, // thinking foundation for system prompts} from '@ghostpaw/grimoire';import type { GrimoireDb, GrimoireToolDefinition, GrimoireSkill, GrimoireSoul, GrimoireErrorCode,} from '@ghostpaw/grimoire';npm installnpm test # node:test runnernpm run typecheck # tsc --noEmitnpm run lint # biome checknpm run build # ESM + CJS + declarations via tsupnpm run demo:serve # build and serve the browser demo