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Official · OpenClawFreePublished on GitHubEnglish overview

knowledge-correct

Correct or withdraw a specific Knowledge claim, relationship, or page when asked. Preserve evidence and history, inspect affected records, and report what was repaired or remains unresolved; this does not erase originals or automatically resolve conflicts.

OriginalShow the original description

Correct or withdraw specific saved Knowledge claims, explicit relationships, or pages at the user's request, preserving provenance and inspecting affected knowledge. Use for “that's wrong”, “retract that”, or a Knowledge chat reference; not automatic contradiction resolution or physical erasure.

openclaw/openclaw393,156 stars(GitHub 393,156 + cccskills 0)

Run score Not tested

See how to install

Good for

  • Correcting a claim the user says is wrong
  • Withdrawing an outdated saved relationship
  • Merging duplicate pages for the same person

Overview

What it does

When asked, this skill corrects or withdraws specific claims and explicit relationships stored in Knowledge. It can also revise page text or merge duplicate pages that represent the same person or entity. It preserves the original sources and change history, checks records affected by the change, and reads the result back to confirm that the replacement or withdrawal took effect. If the user's explanation is retained as evidence, it is kept distinct from facts verified by independent sources.

When it helps

Use it when you find an error in saved content, want to withdraw a claim or relationship, or discover duplicate pages for the same subject. If you can identify the relevant Knowledge record, the skill can inspect and update it.

Example requests

  • “This claim is wrong. Correct it and retain the supporting evidence.”
  • “Withdraw this relationship and check the records it affects.”
  • “These two person pages describe the same person. Merge them.”

Notes

Changes are made in response to an explicit user request. Conflicting information alone does not trigger an automatic correction. The skill does not physically erase originals or backups.

This overview was written by AI (OpenAI Codex) from the public SKILL.md. Check the original below for the exact behavior.

Document check

AI checked the SKILL.md for operations that need care and for setup requirements. The score comes only from actually running the skill (hands-on test).

SafetyAre sending data, deleting files, and running commands disclosed?
AGoodIt requires an explicit request, preserves history, and inspects affected records without erasing originals.
Easy setupDoes it need few tools or API keys, and are they documented?
BPartly lackingIt depends on Knowledge tools and reference documents, but gives no environment installation guide.

Not counted in the score. Rated by AI (OpenAI Codex) as of Oct 26, 2026. Treat it as a guide and read the original before installing.

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Files included (13)

  • SKILL.md6.2 KB
  • references/assertions.md4.6 KB
  • references/conventions.md14.3 KB
  • references/identity.md4.8 KB
  • references/meeting-entity-example.md6.8 KB
  • references/profiles.md2.8 KB
  • references/publication.md22.1 KB
  • references/publish.md3.0 KB
  • references/recovery.md2.0 KB
  • references/setup.md1.7 KB
  • references/sources.md3.0 KB
  • references/verify.md2.7 KB
  • references/writing.md1.9 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Correct saved knowledge through agent tools

Read shared conventions and publication before writes.

Identify the owning record

Use a supplied structured record/claim ID and revision as the primary target, not just its display label. Read knowledge_record with metadata and evidence; confirm its current revision/hash. A referenced revision that changed requires rereading and reconciling the request, not silently acting on a new assertion. Without an exact reference, use lookup/search, inspect candidates, and ask only when the requested target or correction remains materially ambiguous.

Distinguish an erroneous saved assertion from an unsupported answer, conflicting source statements, and a fact that changed over time. Contradiction alone does not authorize supersession; the one non-user case is a standing statement its own holder explicitly replaced, per publication. Do not manufacture a stored “guard fact” when no record exists or treat a retraction as evidence for its opposite.

Apply the right operation

  • Claim or explicit relationship correction: call knowledge_correct with the exact ID, observed expectedRevision and expectedHash, reason, observed vault UUID and ontology fingerprint, and a complete replacement of the same kind. Replacement fields use the create-claim/create-relationship contract; there is one outer request ID, not a second replacement request. Preserve supported context, attribution, precise dates and evidence; remove or revise what the correction actually changes. The operation publishes the replacement and supersedes the old assertion together, with links in both directions.
  • Withdrawal without a replacement: call knowledge_withdraw with the exact ID, revision/hash, reason and vault UUID. It accepts pages, claims and explicit relationships. An edge is identified by its own ID, not its endpoint pair. It preserves original evidence/history and is not file deletion.
  • Page prose correction: use ordinary revision-fenced knowledge_save_page, preserving unrelated authored material and sources. Page corrections are revisions, not replacement entity identities.
  • Two pages for one entity: call knowledge_merge with the surviving page, the duplicate, both pages' current revision/hash and a reason. Keep the page with the fuller identity (real name, more connections) as the survivor; pass title to rename it and body when the combined page should say more than the survivor's current prose. The duplicate's ID, title, aliases, claims, relationships and links then resolve to the survivor; nothing is corrected one by one. Undo a mistaken merge with knowledge_unmerge.

An explicit user correction can supply evidence: retain their exact statement with knowledge_attach, attribute it to the user, and reference its verified locator. Use assertion_origin: user_belief to distinguish a user assertion from an independently sourced statement; do not claim documentary verification. Agent inference still needs retained premise evidence, not an invented quote.

Resolve a handle or mistaken identity

Use knowledge-entities to find and read the handle profile, the established person and their connected records. Retain the user's exact identification as evidence. Update supported aliases and identity context on the existing pages; preserve unrelated content and describe the connection to the established person. Use that person's existing ID for future enrichment. When the handle already has its own page, merge it into the established person's page with knowledge_merge instead of writing a pointer page, withdrawing it, or correcting its claims one by one. Merge only on identity evidence (the user's statement, a self-introduction, a shared stable account ID), never on name similarity; knowledge_diagnostics mergeCandidates lists pages to check, not pages to merge. Retain the identity evidence with knowledge_attach and pass it as evidence.

Inspect affected prose, claims, timelines and relationships within the correction scope. Correct mistaken attribution and unresolved identity where the new evidence supports it, using the page/assertion operations above; preserve source labels, verbatim quotes, event dates and correction provenance. A confirmed author identity does not independently verify that author's factual claims.

Changes go through these tools, not manual Markdown edits, browser forms, SQL, or separate “create then withdraw” calls. No additional approval ritual applies to an unambiguous user-authorized correction. Follow publication retry/conflict handling; a receipt in accepted/conflict state is not a completed repair.

Inspect propagation and report honestly

The receipt's impact.items identifies known scoped direct/transitive dependents at acceptance. It does not update them. Read affected records by exact ID and inspect their evidence. Repair only supported changes within the request's scope; do not blindly replace dependency IDs or source quotes with the new claim. Records depending on an inactive assertion are withheld from current discovery until repaired; exact record/history inspection remains available.

Search for plausible prose copies as a supplementary check. Search misses, unlinked prose, hidden scopes and incomplete indexes prevent a universal “all copies fixed” promise. Do not alter unrelated memory or identity systems as an automatic consequence of a Knowledge correction.

Read back the original and replacement (or withdrawn target), verify lifecycle and evidence, and verify current lookup excludes the old assertion. Reply with the receipt/request ID, affected record IDs, the correction/retraction reason, and repaired versus unresolved dependencies. Mention retained history only when relevant; never promise erasure from originals, exports or backups.

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