Intel

Intelligence

Research a package or a developer/CI tool and synthesize a structured Basic Memory note, then cross-link existing notes. One research lifecycle — detect → check → resolve → enrich → synthesize → write → cross-link — routed per-ecosystem via the table below. The two families (package and tool) share one BM-note lifecycle end to end; Step 3 (enrichment) is the only point where the source roster diverges. Smaller family-specific bits also exist in Arguments normalization, Batch mode, Step 1 freshness, Step 4 observation rules, and Step 6 — but the unifying axis is the shared lifecycle, not the sourcing mechanics.

Supported ecosystems, by family:

• package — npm, Rust crates, Go modules, PHP Composer, Python PyPI, Ruby gems.
• tool — Homebrew formulae/casks, GitHub Actions, Docker images, VSCode extensions, GitHub CLI extensions, Claude Code plugins, skills.sh agent-skill bundles.

Arguments

One or more identifiers, each with an optional <prefix>: (a single call may mix families — npm:fastify brew:ripgrep — and routes each token by its own prefix). The prefix alone selects the family and the routing row:

Prefix	Family	BM dir	Note type	Ecosystem ref	Note template
npm	package	npm/	npm_package	references/ecosystem-npm.md	references/note-template-npm.md
crate	package	crates/	crate_package	references/ecosystem-crates.md	references/note-template-crates.md
go	package	go/	go_module	references/ecosystem-go.md	references/note-template-go.md
composer	package	composer/	composer_package	references/ecosystem-composer.md	references/note-template-composer.md
pypi	package	pypi/	pypi_package	references/ecosystem-pypi.md	references/note-template-pypi.md
gem	package	gems/	ruby_gem	references/ecosystem-gems.md	references/note-template-gems.md
brew	tool	brew/	brew_formula	references/ecosystem-brew.md	references/note-template-brew.md
cask	tool	casks/	brew_cask	references/ecosystem-cask.md	references/note-template-cask.md
action	tool	actions/	github_action	references/ecosystem-action.md	references/note-template-action.md
docker	tool	docker/	docker_image	references/ecosystem-docker.md	references/note-template-docker.md
vscode	tool	vscode/	vscode_extension	references/ecosystem-vscode.md	references/note-template-vscode.md
gh	tool	gh/	gh_extension	references/ecosystem-gh.md	references/note-template-gh.md
plugin	tool	plugins/	claude_plugin	references/ecosystem-plugin.md	references/note-template-plugin.md
skill	tool	plugins/	claude_plugin	references/ecosystem-skill.md	references/note-template-plugin.md

Every prefix belongs to exactly one family (the two sets are disjoint), so the family is unambiguous from the prefix alone.

Per-prefix identifier normalization. Package prefixes pass through (scoped npm @scope/pkg stays npm; Go module paths keep their slashes). Tool prefixes normalize first: action: / docker: strip a trailing @version / :tag; vscode: is the dot-separated publisher.name; gh: / plugin: / skill: strip a github.com/… URL to owner/repo, validate the two-part shape, and keep an optional #<name> suffix.

Backward compatibility. No prefix always resolves to npm (package family). A bare tool name in a batch is disambiguated inside the tool adapter's formula-vs-cask auto-routing (see Batch mode), not hoisted here.

Batch mode: upgrade haul

Detection hook (before Step 0). If the input is not a single prefixed identifier but a batch — multiple bare/prefixed names, OR a pasted upgrade/outdated command line (npm outdated, npm i a@latest b@latest, cargo install-update -l, go list -u -m all, composer outdated, pip list --outdated, bundle outdated, brew upgrade, brew outdated) — treat it as an upgrade haul (a batch refresh of already-documented notes against a version delta) rather than a from-scratch research call. The single prefixed-identifier path is unchanged.

Load the shared core. Read references/upgrade-haul.md in full and follow it — input parsing/de-qualification, highlights-reel synthesis, the two recording axes, stale-cache arbitration, batch orchestration, and the --stale relationship all live there. Route each operand by its prefix to its family adapter:

• package family — Axis-B narrative target is the note's inline ## Release Highlights section (a one-line convention, no separate adapter file). Run the Step-1 existence check as one listing per package directory.
• tool family — follow references/upgrade-haul-adapter-tool.md (bare-name formula-vs-cask auto-routing, the not-in-api re-dispatch, the @-suffix dual-key fetch, inline [feature] / [version] Axis-B target).

A mixed-family batch routes each operand independently by its own prefix.

Ecosystem Dispatch

Step 0: Detect ecosystem & family

1. Explicit prefix — the part before : is the ecosystem. Look it up in the Arguments table to set FAMILY (package | tool), the BM directory, note type, ecosystem ref, and note template. FAMILY is set once here and read only at Step 3. Strip the prefix for the name (applying the per-prefix normalization above).
2. No prefix (package family only) — infer from project context: Cargo.toml → crate, go.mod → go, composer.json (no package.json) → composer, pyproject.toml/requirements.txt (no package.json) → pypi, Gemfile (no package.json) → gem, otherwise → npm. State: "No prefix detected — treating as <ecosystem>:<name> based on project context. Use an explicit prefix to override."
3. Unknown prefix — error and print the 14-row Arguments table.
4. Third-party tap (brew: only) — count /-segments after brew:; the zero/one/two-slash dispatch (core formula vs tap formula vs invalid shape) lives in references/ecosystem-brew.md ("Third-Party Tap Formulae"). BM dir, note type, and reference are unchanged; only Step 2's fetch mechanics differ.

Title convention. The command uses : delimiters, but the BM note title replaces every :, /, and # with - (preserving @ and .) — a purely literal mapping matching the filename BM generates. Examples: npm:fastify → npm-fastify, npm:@fastify/postgres → npm-@fastify-postgres, action:actions/checkout → action-actions-checkout, plugin:voxpelli/vp-claude#vp-knowledge → plugin-voxpelli-vp-claude-vp-knowledge. See CLAUDE.md → "Prefix convention" for the full rule.

Step 1: Check for existing note

Follow references/note-lookup-and-freshness.md: the existence glob, the freshness-tier matrix (the <60 days fast-path differs by family — package runs Context7 + Socket, tool does not), the append-don't-overwrite rule, and the audit-context stale-handling branch. Hold the recorded version + ## Relations for later steps.

Step 2: Resolve registry & repository

Read the routing row's references/ecosystem-<ecosystem>.md for the registry/extraction API, required headers, and how to extract owner/repo for the enrichment and changelog steps.

Forge detection. Parse the host of the resolved repository/homepage URL and hold it as repo_forge (github, codeberg/any Forgejo, sourcehut *.sr.ht, or unknown). When repo_forge != github, follow references/forge-fallback.md for the DeepWiki-skip rule and the changelog procedure. action: and gh: encode a GitHub owner/repo by construction — skip forge detection for them.

If the ecosystem reference documents a download/popularity source, fetch the count now and hold it as popularity_count for Step 4.

Step 3: Family enrichment — the source-roster branch

This is the point where the two families' source roster diverges (other steps carry smaller family-specific bits). Route by FAMILY:

• FAMILY=package → load and follow references/enrichment-package.md (seven sources: DeepWiki, Context7, Tavily, Raindrop, changelog, Readwise, Socket depscore).
• FAMILY=tool → load and follow references/enrichment-tool.md (six sources: DeepWiki, Tavily, Raindrop, changelog, Readwise, man-page — plus Homebrew analytics and the Open VSX trust signal where applicable).

Five sources are common to both (DeepWiki, Tavily, Raindrop, Readwise, changelog). Design invariant: each family file OWNS its per-ecosystem skip/run gates as explicit conditionals — DeepWiki skip for brew/cask; man-page for brew/cask only; Open VSX for vscode only; Context7 for the package family only; Socket for npm/pypi/cargo/gem only. These gates are NEVER collapsed into a generic "run these N sources" loop here or in either family file.

Step 4: Synthesize into note

Read the routing row's references/note-template-<ecosystem>.md. Every note uses three enrichment layers: frontmatter (type, tags, and any packages array), ## Observations with [category]-tagged items, and ## Relations with [[wiki-links]].

Observation conventions:

• [version] (mandatory, every cohort) — record the documented latest version as a clean leading token, e.g. - [version] 5.8.5. The same value goes in the header pipe (… | v<version> | …); keep them consistent. (Which slot --stale reads first is cohort-dependent — the [version] observation for npm, the header pipe otherwise — so refresh both.)
• [popularity] — if a count was obtained, add it with metric window + source, e.g. - [popularity] 2.1M downloads/week (npm, 2026-04). Omit for PyPI and Go (no reliable count).
• [security] — Socket depscore (package family) or the Open VSX trust signal (vscode); plus any advisory findings.

No wiki-links in observations. Never use [[Target]] in an observation line — BM's parser treats [[ as a relation boundary. Put all wiki-links in ## Relations only.

Verify before capture. For any note not on Step 1's fast path (missing, 60+ days, or security-sensitive/thin-evidence), follow references/verify-before-capture.md before writing.

Step 5: Write or update the note

Follow references/note-write-mechanics.md for the new-note / relocated-stub / existing-note decision, the two edit_note find_replace templates, the never-append-with-section=Observations rule, the ~40KB append fallback, and the "trust schema_validate + the file, not the inline count" rule.

Step 6: Confirm and summarize

Report a compact summary:

• Family and note location (directory + title).
• Key findings and any [gotcha]/[limitation] observations recorded.
• Security/analytics concerns — Socket scores (package) or Open VSX/analytics (tool), whichever applies.
• Cross-links added (or deferred to follow-up pass for large batches).
• Enrichment-source status — for each Step-3 source, report which of used / attempted-but-failed / intentionally-skipped applies. Sources must be attempted, not skipped by assumption; an attempt that fails (auth error, server not found) must be surfaced as a failure, never silently omitted or relabelled an intentional skip (non-GitHub forge, ecosystem not covered).
• Unresolved contradictions from Step 3–4.

Step 7: Cross-link existing notes

Follow references/cross-link-existing-notes.md: search for notes referencing this subject, add relates_to links where genuine, verify each edge resolved via the relation index (not build_context), and reconcile bare-name stubs.

References

Every file below is one level deep in references/ and reachable from the steps above:

• Lifecycle: note-lookup-and-freshness.md, verify-before-capture.md, note-write-mechanics.md, cross-link-existing-notes.md.
• Enrichment (Step 3 branch): enrichment-package.md, enrichment-tool.md.
• Changelog/forge fallbacks: gh-api-fallback.md, forge-fallback.md.
• Batch: upgrade-haul.md, upgrade-haul-adapter-tool.md.
• Per-ecosystem recipes + note templates: ecosystem-<prefix>.md, note-template-<prefix>.md (see the Arguments table).