recall-before-claim
Bitterbot-AI/bitterbot-desktop/skills/recall-before-claim/SKILL.md
Forces a memory_search before the agent sends a message containing a factual assertion that has not yet been grounded this turn. Closes the citation-rate gap from ~40% to ~90%+.
Skill2.5k starsChanged 4 months ago
What's in it
- recall-before-claim
- Why this exists
- What you'll see
- How it decides not to fire
- Implementation
---
name: recall-before-claim
description: Forces a memory_search before the agent sends a message containing a factual assertion that has not yet been grounded this turn. Closes the citation-rate gap from ~40% to ~90%+.
tier: executable
bitterbot:
always: false
interceptors:
- id: recall-before-claim:default
builtin: true
activates_on: send_message-shaped tools when draft contains an unverified factual assertion
intervention: require_prereq memory_search
---
# recall-before-claim
This skill installs a deterministic guard around the agent's outgoing messages. When the candidate message contains a factual-assertion shape ("X is Y", "A did B") and no memory tool (memory_search / deep_recall / knowledge_graph_search) has fired in the current turn, the interceptor requires a `memory_search` call against the assertion's subject before the message goes out.
## Why this exists
Bitterbot has a strong memory system, but it only helps the user if the agent actually consults it before making claims. In practice the agent skips memory recall a meaningful fraction of the time — relying on its in-context knowledge instead. This produces ungrounded assertions that the user has no easy way to spot.
The interceptor closes that loop without depending on the LLM remembering to do it.
## What you'll see
When this fires, the agent will run a `memory_search` first, integrate the result, and then send. You may notice slightly longer responses to factual questions; you should notice that the agent stops making confidently wrong statements about things it actually has memory of.
## How it decides not to fire
- Opinion shapes ("I think", "maybe", "in my opinion") are skipped.
- Questions are skipped.
- If a memory tool already fired in the last ~30 seconds, the assertion is considered grounded.
## Implementation
Built-in interceptor `recall-before-claim:default` lives in `src/agents/skills/builtin-interceptors/recall-before-claim.ts`. Fires at most 8 times per session.
More agent context in Bitterbot-AI/bitterbot-desktop
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