Reflect on Session Learnings
cursor/plugins
Starts three parallel reviewer subagents over the current conversation transcript, then turns their findings into concrete edits to existing skills.
Install approved Beacon project memory as an Agent Skill in the repository (.agents/skills/<slug/SKILL.md), so every skill-capable harness loads the lesson automatically without a memory lookup.
$ npx skills add Asymptote-Labs/agent-beacon --skill beacon-memory-promote -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Asymptote-Labs/agent-beacon beacon-memory-promote --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Asymptote-Labs/agent-beacon.git skills-src && mkdir -p .claude/skills && cp -r skills-src/agent-skills/skills/beacon-memory-promote .claude/skills/beacon-memory-promote && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "beacon-memory-promote" agent skill from https://github.com/Asymptote-Labs/agent-beacon/tree/main/agent-skills/skills/beacon-memory-promote into .claude/skills/beacon-memory-promote/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "beacon-memory-promote", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Asymptote-Labs/agent-beacon/tree/main/agent-skills/skills/beacon-memory-promoteType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Asymptote-Labs/agent-beacon --skill beacon-memory-promote -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Asymptote-Labs/agent-beacon beacon-memory-promote --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Asymptote-Labs/agent-beacon.git skills-src && mkdir -p .agents/skills && cp -r skills-src/agent-skills/skills/beacon-memory-promote .agents/skills/beacon-memory-promote && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "beacon-memory-promote" agent skill from https://github.com/Asymptote-Labs/agent-beacon/tree/main/agent-skills/skills/beacon-memory-promote into .agents/skills/beacon-memory-promote/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "beacon-memory-promote", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Asymptote-Labs/agent-beacon --skill beacon-memory-promote -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Asymptote-Labs/agent-beacon beacon-memory-promote --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Asymptote-Labs/agent-beacon.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/agent-skills/skills/beacon-memory-promote .cursor/skills/beacon-memory-promote && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "beacon-memory-promote" agent skill from https://github.com/Asymptote-Labs/agent-beacon/tree/main/agent-skills/skills/beacon-memory-promote into .cursor/skills/beacon-memory-promote/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "beacon-memory-promote", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Asymptote-Labs/agent-beacon.git --path agent-skills/skills/beacon-memory-promote--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Asymptote-Labs/agent-beacon --skill beacon-memory-promote -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Asymptote-Labs/agent-beacon beacon-memory-promote --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Asymptote-Labs/agent-beacon.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/agent-skills/skills/beacon-memory-promote .gemini/skills/beacon-memory-promote && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "beacon-memory-promote" agent skill from https://github.com/Asymptote-Labs/agent-beacon/tree/main/agent-skills/skills/beacon-memory-promote into .gemini/skills/beacon-memory-promote/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "beacon-memory-promote", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Asymptote-Labs/agent-beacon beacon-memory-promoteInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Asymptote-Labs/agent-beacon --skill beacon-memory-promote -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Asymptote-Labs/agent-beacon.git skills-src && mkdir -p .github/skills && cp -r skills-src/agent-skills/skills/beacon-memory-promote .github/skills/beacon-memory-promote && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "beacon-memory-promote" agent skill from https://github.com/Asymptote-Labs/agent-beacon/tree/main/agent-skills/skills/beacon-memory-promote into .github/skills/beacon-memory-promote/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "beacon-memory-promote", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Asymptote-Labs/agent-beacon --skill beacon-memory-promote -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Asymptote-Labs/agent-beacon beacon-memory-promote --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Asymptote-Labs/agent-beacon.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/agent-skills/skills/beacon-memory-promote .opencode/skills/beacon-memory-promote && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "beacon-memory-promote" agent skill from https://github.com/Asymptote-Labs/agent-beacon/tree/main/agent-skills/skills/beacon-memory-promote into .opencode/skills/beacon-memory-promote/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "beacon-memory-promote", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
beacon-memory-promoteInstall approved Beacon project memory as an Agent Skill in the repository (.agents/skills/<slug/SKILL.md), so every skill-capable harness loads the lesson automatically without a memory lookup.
Beacon Memory Promote is an agent skill from Asymptote-Labs/agent-beacon. Install approved Beacon project memory as an Agent Skill in the repository (.agents/skills/<slug/SKILL.md), so every skill-capable harness loads the lesson automatically without a memory lookup. Use when the user asks to "make this a skill", "promote", "install", or "share" an approved Beacon memory, or wants the team's agents to always follow a learned workflow or convention.
Its SKILL.md is about 930 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Requires the Beacon CLI (beacon) on PATH. Local only. Writes files inside the current project.
It sits in Agent Workflows, covering Agent memory. The repository describes itself as: The cross-harness, self-improving memory layer for AI agents. Join our community: https://discord.com/invite/zdNChS2fBu. The licence is MIT.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 2462839. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Requires the Beacon CLI (beacon) on PATH. Local only. Writes files inside the current project.
From compatibility in the SKILL.md frontmatter.
Beacon Memory Promote loads about 927 tokens when it runs. Until then it costs about 101 tokens; SKILL.md has 417 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from Asymptote-Labs/agent-beacon at commit 2462839, republished under its MIT licence (© Asymptote-Labs). 417 words, ~927 tokens.
.claude/skills/beacon-memory-promote/SKILL.md (or your agent's skills folder).Approved memory is recalled on demand. A skill is loaded by the harness itself
whenever its description matches the task, and when it is committed to the repository it
reaches every teammate and every harness that reads .agents/skills (Codex, Cursor,
Gemini CLI, GitHub Copilot, OpenCode, Amp, goose, and others; Claude Code reads
.claude/skills).
Promote only what earns that. Each installed skill adds to what every agent considers on every task.
Good candidates:
workflow and convention memories that apply to many tasks in this repository.debugging_pattern for a failure that keeps recurring.Leave in memory, where recall finds them when needed:
beacon memory list --limit 25
beacon memory show <memory-id> --jsonThe skill commands take the candidate ID, which is the candidate_id field of the
memory.
beacon memory skills preview <candidate-id>Check the preview with the user:
description is the title plus the memory's applicability. It decides when a
harness loads the skill, so it must name the trigger (a command, path, or error). If it
is vague, the fix is a better memory: draft a sharper title and applicability, approve a
replacement through the beacon-memory-distill workflow, and supersede the old one.beacon memory skills install <candidate-id>This writes .agents/skills/<slug>/SKILL.md in the project (or the --project path). It
refuses to overwrite an existing file; pass --force only when the user wants to replace
the generated skill, and never over a file a person has edited by hand without asking.
For Claude Code, which reads .claude/skills rather than .agents/skills, offer to
link the skill there:
mkdir -p .claude/skills && ln -s ../../.agents/skills/<slug> .claude/skills/<slug>Show the path and remind the user that:
metadata (beacon_memory_id,
beacon_candidate_id), so a reviewer can trace it back to the approved memory and the
source session.--force from the replacement candidate.beacon-memory-distill.~/.agents/skills). Beacon memory
is scoped to a project.© Asymptote-Labs, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in agent-skills/skills/beacon-memory-promote of Asymptote-Labs/agent-beacon.
Open the folder on GitHubat commit 2462839
Beacon Memory Promote next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Beacon Memory Promote this skillAsymptote-Labs/agent-beacon | 1.8k | — | ~927 | Automated safety check: Pass | MIT | |
| Reflect on Session Learningscursor/plugins | 11k | 5 repos | ~1.2k | Automated safety check: Pass | None | |
| Neat-Freak Knowledge CloseoutKKKKhazix/khazix-skills | 21k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Beads Task Memorygastownhall/beads | 28k | — | ~1.2k | Automated safety check: Pass | MIT | |
| MemPalace Memory SearchMemPalace/mempalace | 60k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Compound Learning WriterEveryInc/compound-engineering-plugin | 25k | — | ~2k | Automated safety check: Pass | MIT |
cursor/plugins
Starts three parallel reviewer subagents over the current conversation transcript, then turns their findings into concrete edits to existing skills.
KKKKhazix/khazix-skills
Brings project docs, agent rule files, authorized memory and leftover workspace files back in line with what the code and runtime actually do at the end of a work session.
gastownhall/beads
Tracks multi-session work with dependencies in the bd issue tracker so the agent can find ready tasks and recover its context after conversation compaction.
MemPalace/mempalace
Mines project files and conversation exports into a local, searchable memory palace and recalls past work by semantic search through the mempalace CLI.
EveryInc/compound-engineering-plugin
Records one solved and verified problem as a durable learning in the repository, but only when the reasoning is not already clear from the final code, tests or docs.
slopus/happy
Searches past Claude Code, Codex and Cursor sessions and summarizes what was worked on, tried or decided, using extraction scripts instead of reading raw logs.
Asymptote-Labs/agent-beacon
Turn recorded agent sessions (Beacon traces from Claude Code, Cursor, Codex, OpenCode, and other harnesses) into reviewed, reusable project memory.
Asymptote-Labs/agent-beacon
Create, revise, debug or validate a Beacon lens, a single HTML file that renders one agent trace as a purpose-built view (a per-file review, a cost breakdown, a timeline of risky commands, a map of…
Asymptote-Labs/agent-beacon
Retrieve reviewed project memory that Beacon distilled from earlier agent sessions in any harness (Claude Code, Cursor, Codex, OpenCode, and others) before starting work.
Asymptote-Labs/agent-beacon
Verify a Beacon change end to end by running a real Claude Code session inside a disposable Linux cloud sandbox and checking that Beacon captured what the agent actually did.
Categories
Install approved Beacon project memory as an Agent Skill in the repository (.agents/skills/<slug/SKILL.md), so every skill-capable harness loads the lesson automatically without a memory lookup. Beacon Memory Promote is an agent skill from Asymptote-Labs/agent-beacon.md), so every skill-capable harness loads the lesson automatically without a memory lookup.
Beacon Memory Promote fits situations like: the user asks to make this a skill; share an approved Beacon memory; wants the teams agents to always follow a learned workflow.
Run `npx skills add Asymptote-Labs/agent-beacon --skill beacon-memory-promote -a claude-code`. Or copy the skill folder (agent-skills/skills/beacon-memory-promote in Asymptote-Labs/agent-beacon) into .claude/skills/beacon-memory-promote in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Asymptote-Labs/agent-beacon --skill beacon-memory-promote -a codex`. Or copy the skill folder (agent-skills/skills/beacon-memory-promote in Asymptote-Labs/agent-beacon) into .agents/skills/beacon-memory-promote in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Asymptote-Labs/agent-beacon --skill beacon-memory-promote -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/beacon-memory-promote, .gemini/skills/beacon-memory-promote, .github/skills/beacon-memory-promote and .opencode/skills/beacon-memory-promote in your project.
SKILL.md names no scripts, command-line tools or credentials: Beacon Memory Promote is instructions for the agent only. Compatibility (from SKILL.md): Requires the Beacon CLI (beacon) on PATH. Local only. Writes files inside the current project..
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Beacon Memory Promote is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 927 tokens (SKILL.md is roughly 3.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Beacon Memory Promote: Reflect on Session Learnings (cursor/plugins, 11k stars), Neat-Freak Knowledge Closeout (KKKKhazix/khazix-skills, 21k stars), Beads Task Memory (gastownhall/beads, 28k stars) and MemPalace Memory Search (MemPalace/mempalace, 60k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Asymptote-Labs (a GitHub organization) maintains it in Asymptote-Labs/agent-beacon, which has 1,810 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 11, 2026.
Source: Asymptote-Labs/agent-beacon on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.