percolate-kb
Skill7 starsChanged 49 days agoMITView on GitHub
Review a hraness/wordcell Markdown vault for recurring ideas and missing structural connections, then promote evidence-backed concepts and typed relationships with the Wordcell CLI. Use after materially adding or revising notes, when organizing an accumulated vault, or when an agent needs to turn repeated tags and prose references into an explicit queryable knowledge graph.
4 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- hraness/wrenchword for word, first seen Sep 28, 2026
- hraness/personal-monorepo-templateedited, first seen Sep 28, 2026
Other versions4 projects use a version of this.
Word for word · 3
- hraness/wrench★ 7100% same
- hraness/slopcamera★ 7100% same
- hraness/direct★ 2100% same
Edited · 1
- hraness/personal-monorepo-template★ 499% same
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository29 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .agents/skills/AGENTS.mdAGENTS.md
- .agents/skills/cinematic-pack-authoring/AGENTS.mdAGENTS.md
- .agents/skills/percolate-kb/AGENTS.mdAGENTS.md
- .agents/skills/phase-final-reviewer/AGENTS.mdAGENTS.md
- .agents/skills/phase-implementer/AGENTS.mdAGENTS.md
- .agents/skills/phase-orchestrator/AGENTS.mdAGENTS.md
- .agents/skills/phase-reviewer/AGENTS.mdAGENTS.md
- .agents/skills/plan-kb/AGENTS.mdAGENTS.md
- .agents/skills/query-kb/AGENTS.mdAGENTS.md
- .agents/skills/refresh-kb/AGENTS.mdAGENTS.md
- .agents/skills/save-pdf-kb/AGENTS.mdAGENTS.md
- .agents/skills/save-url-kb/AGENTS.mdAGENTS.md
- .agents/skills/write-phase-plan/AGENTS.mdAGENTS.md
- kb/AGENTS.mdAGENTS.md
- src/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- cinematic-pack-authoringSkill
- phase-final-reviewerSkill
- phase-implementerSkill
- phase-orchestratorSkill
- phase-reviewerSkill
- plan-kbSkill
- query-kbSkill
- refresh-kbSkill
- save-pdf-kbSkill
- save-url-kbSkill
- write-phase-planSkill
- slopcameraSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
15 rules. About 0 are common, 13 are distinctive, and 2 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈13
Distinctive · estimate
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 10
Keep the graph authored, local, and reviewable.
- Distinctive: line 19
Read the applicable repository and vault instructions before editing.
- Distinctive: line 26
Run percolation on the changed note when possible:
- Distinctive: line 32
Run it without a note only when reviewing the whole vault:
- Distinctive: line 38
Treat each result as a prompt to open the cited notes and read the relevant prose.
- Distinctive: line 62
Create a concept only when the idea is likely to be reused and its definition can be stated from the source material:
- Distinctive: line 76
Write a concise definition and cite or link the notes that establish it.
- Distinctive: line 81
After promotion, rerun percolation on the cited non-concept notes.
- Distinctive: line 91
Add a relationship from the note that owns the assertion:
- Very specific: line 98
Use a specific lower-kebab-case predicate.
- Distinctive: line 110
Never write inverse edges, generated backlinks, inferred transitive relationships, or semantic-search scores into Markdown.
- Distinctive: line 116
Use exact structure to verify that the promoted graph says what the prose says:
- Distinctive: line 124
Prefer the note-scoped commands first.
- Distinctive: line 130
When working alone or integrating several lanes:
- Distinctive: line 137
When several agents are editing different notes in a managed-catalog vault, each lane should validate authored structure and local …
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Percolate concepts and relationships
Keep the graph authored, local, and reviewable. wordcell percolate proposes
candidates from deterministic evidence; it never changes a note. Backlinks,
graph reports, and QMD results are derived views, while Markdown remains the
authority.
Locate the vault
- Resolve
<vault>to the directory containing its authored or managedindex.mdfront door. - Read the applicable repository and vault instructions before editing.
- Pass the resolved path to every
--root. - Identify the note or small neighborhood changed by the current task. Prefer a bounded review to a vault-wide cleanup during parallel work.
Inspect candidates
Run percolation on the changed note when possible:
wordcell percolate notes/example --root "$KB_ROOT" --limit 25 --jsonRun it without a note only when reviewing the whole vault:
wordcell percolate --root "$KB_ROOT" --min-support 2 --limit 50 --jsonTreat each result as a prompt to open the cited notes and read the relevant prose. Candidate kinds may include:
- a recurring tag with no maintained
type: conceptnote; - notes that share a concept or tag but have no explicit relationship;
- an exact title or alias mentioned without a contextual link;
- a self, reciprocal, malformed, broken, or ambiguous authored relationship.
For missing relationships, support counts independent shared tags or concept
neighbors; the evidence array shows the participating notes. The default
minimum of two therefore requires two shared signals, not merely both endpoints
of one tag match. Other candidate kinds count their natural unit: supporting
notes, mention occurrences, or authored hygiene evidence.
For a missing concept, use suggestedId. When collidesWith is non-null, the
natural ID is already an ordinary note, so KB chooses an unoccupied
*-concept ID. Read the occupied note before deciding whether to create the
suggested concept or promote and improve the existing note instead.
Semantic search may help discover evidence, but similarity is never enough to author an edge.
Promote durable concepts
Create a concept only when the idea is likely to be reused and its definition can be stated from the source material:
wordcell note create notes/local-first \
--root "$KB_ROOT" \
--title "Local-first" \
--type concept \
--tag architecture \
--body '# Local-first
A concise reviewed definition grounded in the cited notes.'Write a concise definition and cite or link the notes that establish it. Concepts are ordinary Markdown notes, so they can carry aliases, evidence, context, and their own outbound relationships. Do not create a concept merely to mirror every tag.
After promotion, rerun percolation on the cited non-concept notes. The new concept may support relationships among its neighbors even when a run scoped to the concept itself has no candidate:
wordcell percolate notes/write-path --root "$KB_ROOT" --limit 25 --jsonAuthor typed relationships
Add a relationship from the note that owns the assertion:
wordcell relation add notes/write-path supports notes/durable-agent-memory \
--root "$KB_ROOT"Use a specific lower-kebab-case predicate. Targets are exact vault-root note
IDs without .md. Ground the assertion in nearby prose or evidence; the
frontmatter is an indexable statement, not a substitute for explanation.
List or remove relationships without editing reciprocal notes:
wordcell relation list notes/write-path --root "$KB_ROOT" --json
wordcell relation remove notes/write-path supports notes/durable-agent-memory \
--root "$KB_ROOT"Never write inverse edges, generated backlinks, inferred transitive relationships, or semantic-search scores into Markdown. Those are derived views.
Query before concluding
Use exact structure to verify that the promoted graph says what the prose says:
wordcell links notes/write-path --root "$KB_ROOT" --direction both --depth 2 --json
wordcell relation list notes/write-path --root "$KB_ROOT" --json
wordcell graph --root "$KB_ROOT" --jsonPrefer the note-scoped commands first. Use the whole-vault graph only when the question spans several neighborhoods, and confirm returned IDs against their Markdown notes before reporting a conclusion.
Finish under the vault's catalog mode
When working alone or integrating several lanes:
wordcell refresh --root "$KB_ROOT"
wordcell check --root "$KB_ROOT"When several agents are editing different notes in a managed-catalog vault, each lane should validate authored structure and local attachments without rewriting the shared catalog:
wordcell check --root "$KB_ROOT" --no-catalogThe integrating agent runs one final managed refresh and normal check. In an
authored-catalog vault, refresh and check leave the front door untouched, while
wordcell catalog --root "$KB_ROOT" renders an exhaustive disposable inventory.
Resolve same-note Git conflicts from the prose and evidence; do not accept one
side's frontmatter mechanically.
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