Source profileQuality 73/100

paperclipai/paperclip/packages/plugins/plugin-llm-wiki/skills/wiki-ingest/SKILL.md

wiki-ingest

Use when an operation issue asks to ingest a captured `raw/` source into the LLM Wiki, or the user says "ingest <slug>". Create durable source, entity, concept, synthesis, index, and log pages; use paperclip-distill for Paperclip bundles.

Source repository stars
74,938
Declared platforms
0
Static risk flags
0
Last source update
2026-07-28
Source checked
2026-07-28

Decision brief

What it does—and where it fits

Turn one source document into durable, interlinked wiki knowledge.

Best for

  • Use when an operation issue asks to ingest a captured `raw/` source into the LLM Wiki, or the user says "ingest <slug>".

Not for

  • Tasks that require unconfirmed production actions or broad system permissions.
  • Environments where the pinned source and install steps cannot be inspected.

Compatibility matrix

Platform support, with evidence labels

PlatformStatusEvidenceWhat to check
CodexNot declaredNo explicit evidencePortability before use
Claude CodeNot declaredNo explicit evidencePortability before use
CursorNot declaredNo explicit evidencePortability before use
Gemini CLINot declaredNo explicit evidencePortability before use
Open the compatibility checker

Installation

Inspect first. Install second.

The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

Source-detected install commandSource
npx skills add https://github.com/paperclipai/paperclip --skill "packages/plugins/plugin-llm-wiki/skills/wiki-ingest"
Safe inspection promptEditorial

Inspect the Agent Skill "wiki-ingest" from https://github.com/paperclipai/paperclip/blob/77979950381a99271e4690c581a7440b73807b11/packages/plugins/plugin-llm-wiki/skills/wiki-ingest/SKILL.md at commit 77979950381a99271e4690c581a7440b73807b11. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

Workflow

What the source asks the agent to do

  1. 01

    Workflow

    1. Read context first. - Read the target space's AGENTS.md for page conventions (filenames, frontmatter, voice, citation style). - Read the target space's wiki/index.md to see what already exists. - Read the target space's last 20 entries of wiki/log.md to avoid re-ingesting a s…

    Read context first.Read the target space's AGENTS.md for page conventions (filenames, frontmatter, voice, citation style).Read the target space's wiki/index.md to see what already exists.
  2. 02

    Verification

    Before closing the operation issue:

    [ ] Source page exists at wiki/sources/.md with valid frontmatter and a sources: field pointing to the raw path.[ ] Every new or updated page links back to the source page or a downstream page that does.[ ] wiki/index.md lists every new page under the right category with a one-line summary.
  3. 03

    Inputs

    An operation issue with operationType: "ingest" assigned to you.

    An operation issue with operationType: "ingest" assigned to you.A raw/ path mentioned in the issue body (always treat raw/ as immutable).The operation issue's target wikiId, spaceSlug, and space root (otherwise stop and surface the missing config to the requester).
  4. 04

    Voice

    Terse, factual, neutral. Reference material, not narrative.

    Terse, factual, neutral. Reference material, not narrative.No "Today I learned" or "This is interesting because" framing.Quote the source verbatim when paraphrasing would lose precision.
  5. 05

    Tools

    wikilistsources, wikireadsource, wikisearch, wikireadpage, wikiwritepage. Always include the operation issue's wikiId and spaceSlug.

    wikilistsources, wikireadsource, wikisearch, wikireadpage, wikiwritepage. Always include the operation issue's wikiId and spaceSlug.

Permission review

Static risk signals and limitations

No configured static risk pattern was detected

This is not proof of safety. Runtime behavior, indirect dependencies, and hidden external systems are outside the static scan.

Evidence record

Why each signal appears

EvidenceSourceComputedTestedEditorial
SignalValueEvidence typeMeaning
Quality score73/100ComputedDocumentation, specificity, maintenance, and trust rules
Repository stars74,938SourceRepository attention, not individual Skill quality
Compatibility0 platformsSourceDeclared in the catalog source record
Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

Pinned source

Provenance and original SKILL.md

Repository
paperclipai/paperclip
Skill path
packages/plugins/plugin-llm-wiki/skills/wiki-ingest/SKILL.md
Commit
77979950381a99271e4690c581a7440b73807b11
License
MIT
Collected
2026-07-28
Default branch
master
View the original SKILL.md

Wiki Ingest

Turn one source document into durable, interlinked wiki knowledge.

Inputs

  • An operation issue with operationType: "ingest" assigned to you.
  • A raw/ path mentioned in the issue body (always treat raw/ as immutable).
  • The operation issue's target wikiId, spaceSlug, and space root (otherwise stop and surface the missing config to the requester).

Workflow

  1. Read context first.
    • Read the target space's AGENTS.md for page conventions (filenames, frontmatter, voice, citation style).
    • Read the target space's wiki/index.md to see what already exists.
    • Read the target space's last ~20 entries of wiki/log.md to avoid re-ingesting a source or re-resolving a contradiction someone else already filed.
  2. Read the source end to end with wiki_read_source, passing the operation issue's wikiId and spaceSlug. Do not skim. Note the source's structure, claims, dates, and anything that contradicts existing pages.
  3. Plan, then confirm — but only if the user is in the loop. If the operation came from a routine (no live user), proceed. If a user is asking interactively, summarise the 3–5 takeaways you intend to file and ask which to emphasise before writing.
  4. Write the source page at wiki/sources/<slug>.md — ~300–800 words, frontmatter per the wiki schema, neutral voice, key claims with quoted excerpts where they carry weight. The source page is the canonical citation target for everything else this skill writes.
  5. Update or create downstream pages in entities/, concepts/, and synthesis/. A typical ingest touches 5–15 pages; resist creating pages for ideas that only appear once.
  6. Wire the cross-links. Every claim that comes from the source cites it as (see [[wiki/sources/<slug>]]). Every entity / concept mentioned by name on more than one page links to its dedicated page.
  7. Flag contradictions; do not silently overwrite. When new material disagrees with an existing page, append a > ⚠ contradicted by [[wiki/sources/<slug>]] (YYYY-MM-DD) callout to the older page and note the conflict in the log.
  8. Refresh wiki/index.md with one-line summaries for any new pages.
  9. Append a log entry in wiki/log.md:
    ## [YYYY-MM-DD] ingest | <source title>
    - source: raw/<filename>
    - new pages: [[...]], [[...]]
    - updated pages: [[...]], [[...]]
    - notes: <one-line synthesis or open question>
    

Voice

  • Terse, factual, neutral. Reference material, not narrative.
  • No "Today I learned" or "This is interesting because" framing.
  • Quote the source verbatim when paraphrasing would lose precision.

Verification

Before closing the operation issue:

  • Source page exists at wiki/sources/<slug>.md with valid frontmatter and a sources: field pointing to the raw path.
  • Every new or updated page links back to the source page or a downstream page that does.
  • wiki/index.md lists every new page under the right category with a one-line summary.
  • wiki/log.md has the ingest entry with the exact filename heading format (so grep "^## \[" wiki/log.md keeps working).
  • Any contradiction between the new source and an older page is annotated, not silently overwritten.
  • No file under raw/ was modified.

Tools

wiki_list_sources, wiki_read_source, wiki_search, wiki_read_page, wiki_write_page. Always include the operation issue's wikiId and spaceSlug.

Alternatives

Compare before choosing