a tool to help your Letta AI agents navigate bluesky
taurean.bryant.land
1import { Notification } from "../utils/types.ts";
2import { doesUserFollowTarget } from "../utils/doesUserFollow.ts";
3import { agentContext } from "../utils/agentContext.ts";
4import { getCleanThread } from "../utils/getCleanThread.ts";
5
6export const likePrompt = async (notification: Notification) => {
7 const isUserFollower = await doesUserFollowTarget(
8 notification.author.did,
9 agentContext.agentBskyDID,
10 );
11
12 const notifierHandle = `@${notification.author.handle}`;
13
14 const isUserFollowerString = isUserFollower === true
15 ? `${notifierHandle} FOLLOWS YOU`
16 : isUserFollower === false
17 ? `${notifierHandle} DOES NOT FOLLOW YOU`
18 : "";
19
20 const doYouFollow = await doesUserFollowTarget(
21 agentContext.agentBskyDID,
22 notification.author.did,
23 );
24
25 const doYouFollowString = doYouFollow === true
26 ? `YOU FOLLOW ${notifierHandle}.`
27 : doYouFollow === false
28 ? `YOU DO NOT FOLLOW ${notifierHandle}`
29 : "";
30
31 const thread = notification.reasonSubject
32 ? await getCleanThread(notification.reasonSubject)
33 : [{
34 // @TODO: find a better way to handle this
35 authorHandle: undefined,
36 message: "ERROR: could not get thread",
37 uri: undefined,
38 authorDID: undefined,
39 postedDateTime: undefined,
40 bookmarks: undefined,
41 replies: undefined,
42 reposts: undefined,
43 likes: undefined,
44 quotes: undefined,
45 }];
46
47 return `
48# NOTIFICATION: Someone liked your post
49
50## Context
51• **Liked by:** @${notification.author.handle}
52• **Liker DID:** ${notification.author.did}
53• **Post URI:** ${notification.reasonSubject}
54• **Timestamp:** ${notification.record.createdAt}
55
56${isUserFollowerString}
57${doYouFollowString}
58
59${
60 thread
61 ? `
62## your post that was liked by @${notification.author.handle}
63\`\`\`
64${thread[thread.length - 1].message}
65\`\`\`
66`
67 : ""
68 }
69
70${
71 thread
72 ? `
73## the full thread your post was in
74\`\`\`
75${JSON.stringify(thread, null, 2)}
76\`\`\`
77`
78 : ""
79 }
80## Your Task: Observe Only
81
82**REQUIRED ACTION: Take no public action.**
83
84This is a passive signal for pattern recognition and audience understanding. A like is someone appreciating or aknowledging your content. they are not requesting your attention or a response.
85
86### What to Consider (Silently)
87
88**Is this person part of your engaged audience?**
89You MAY search archival_memory for \`@${notification.author.handle}\` or their DID \`${notification.author.did}\` if you suspect there might be relevant interaction history. Only search if you have reason to believe prior context exists. Don't search for every like.
90
91Consider:
92• Have you interacted with this person before?
93• Are they a frequent engager or first-time interaction?
94• Is this part of a pattern worth noting?
95
96**Does this reveal content preferences?**
97• What topic was this post about?
98• Does this help you understand what content resonates with your audience?
99• Is this post receiving unusual engagement levels?
100
101### Archival Decision
102
103Archive this like ONLY if it meets one of these criteria:
104• The liker is someone you've had multiple meaningful interactions with (helps track relationships)
105• This post is receiving unusual engagement that might inform future content strategy
106• The liker is someone notable in your domain where this engagement provides meaningful context
107
108**Do NOT archive:**
109• Random or first-time likes
110• Likes on casual posts
111• Low-signal engagement
112
113**If archiving, keep it minimal:**
114• User handle and relationship context
115• Post topic and why the like is notable
116• Date for temporal tracking
117
118## Available Actions
119
120### ignore_notification — YOUR ONLY PUBLIC ACTION
121Use this to acknowledge the notification without taking any visible action. This is the correct response.
122
123### archival_memory_search — USE VERY SELECTIVELY
124Only search if you have specific reason to believe prior context with this user exists and matters.
125
126Do NOT search for every like notification.
127
128## PROHIBITED Actions
129
130**NEVER:**
131• Reply to likes
132• Like their posts back as reciprocation
133• Follow them because they liked your post
134• Thank them in any way
135• Take any public-facing action in response to a like
136
137---
138
139**Remember:** A like is passive appreciation. Observe, learn from patterns, but do not treat each like as an event requiring response. Most likes should simply be noted and ignored.
140`;
141};