Code Review Graph Navigator
handsontable/handsontable
Queries a pre-built, Tree-sitter-based code graph of the whole monorepo instead of grepping call chains, for exploring, debugging, refactoring or reviewing code.
Pick the next work in an epic or bead graph; closed is not proven.
$ npx skills add boshu2/agentops --skill navigate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install boshu2/agentops navigate --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/boshu2/agentops.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/navigate .claude/skills/navigate && 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 "navigate" agent skill from https://github.com/boshu2/agentops/tree/main/skills/navigate into .claude/skills/navigate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "navigate", 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/boshu2/agentops/tree/main/skills/navigateType 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 boshu2/agentops --skill navigate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install boshu2/agentops navigate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/navigate .agents/skills/navigate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "navigate" agent skill from https://github.com/boshu2/agentops/tree/main/skills/navigate into .agents/skills/navigate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "navigate", 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 boshu2/agentops --skill navigate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install boshu2/agentops navigate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/navigate .cursor/skills/navigate && 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 "navigate" agent skill from https://github.com/boshu2/agentops/tree/main/skills/navigate into .cursor/skills/navigate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "navigate", 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/boshu2/agentops.git --path skills/navigate--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 boshu2/agentops --skill navigate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install boshu2/agentops navigate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/navigate .gemini/skills/navigate && 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 "navigate" agent skill from https://github.com/boshu2/agentops/tree/main/skills/navigate into .gemini/skills/navigate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "navigate", 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 boshu2/agentops navigateInstalls 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 boshu2/agentops --skill navigate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/navigate .github/skills/navigate && 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 "navigate" agent skill from https://github.com/boshu2/agentops/tree/main/skills/navigate into .github/skills/navigate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "navigate", 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 boshu2/agentops --skill navigate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install boshu2/agentops navigate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/navigate .opencode/skills/navigate && 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 "navigate" agent skill from https://github.com/boshu2/agentops/tree/main/skills/navigate into .opencode/skills/navigate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "navigate", 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.
navigatePick the next work in an epic or bead graph; closed is not proven.
Navigate is an agent skill from boshu2/agentops. Pick the next work in an epic or bead graph; closed is not proven. Use when: asked what is next or whether an epic is done.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: DevOps discipline for AI coding agents: shape the work, track it as a graph, and get each change judged by a context that didn't write it. The licence is Apache-2.0.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit bc79a29. 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.
Navigate loads about 2k tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 902 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 boshu2/agentops at commit bc79a29, republished under its Apache-2.0 licence (© boshu2). 902 words, ~1,957 tokens.
.claude/skills/navigate/SKILL.md (or your agent's skills folder).Pick the next wave on a bead graph and keep the graph honest toward its frozen acceptance. The root epic holds acceptance; each child bead is one experiment with one RPI. Navigate never edits acceptance, dispatches, judges or closes: Craft Goal owns the prompt and HOLD, Plan shapes a bead, Orchestrate dispatches, RPI runs, Validate judges.
One pass, when a person asks what is next on an epic: steps 1 and 2 plus hygiene, returning the wave in the step 4 shape instead of handing it off. Write nothing; change edges only on the caller's go-ahead; stop after one pass. Each wave of a running goal: steps 1 to 4.
Locale fallback test (ag-12).Root epic: outcome, acceptance examples, non-goals, authority, domain terms. Child bead: the question and the criterion or uncertainty it serves; method, expected observation, falsifier, scope, non-goals; notes enough to resume after compaction; verdict, evidence refs, learning.
Edges: parent-child for membership, blocks only for real ordering, related
for alternatives, discovered-from for provenance. A requested retrospective
never blocks code judgment; both stay required.
The tracker owns status and closing. BD is the example; any tracker with
status, dependencies and notes fits. With BD, run bd context --json before any
write; BR is a different tool, never a fallback or alias for BD. bv rank is advice; live BD beats it and any saved plan.
bd context --json # verify the destination first
bd show <epic> # outcome, acceptance, domain terms
bd children <epic> # direct children only; recurse into child epics
bd ready --parent <epic> --json # ready frontier across descendants
bd blocked --parent <epic> # blocked work
bd show <bead>; bd comments <bead> # prior verdicts and evidence refsBuild the acceptance matrix (criterion, evidence, status) under the rules above; note in-flight beads with their scopes and any result limit you hit. Done when every criterion has a row and every open row names its bead, blocker or gap.
When every row is proven, or no ready bead serves an open row, pick nothing, say which, and go to step 4. Otherwise pick the smallest set of ready beads with the most decision-relevant information that meets the rules above and fits the declared wave budget; no budget means one bead. Prefer an early falsifier.
Hand each bead to one RPI: through Orchestrate or Agent Native when delegation is authorized, one bead per worker, otherwise the caller's runtime. Its checks and CI are its result; it gets one fresh, author-distinct Validate only when the caller asks, a mistake cannot be cheaply undone after it lands, or no deterministic check covers the changed behavior, and a repair does not start another. Done when each picked bead has a one-line reason and a named handoff.
Record each result unchanged on its bead: the check facts, and the verdict when
one was obtained. For example
bd update <id> --append-notes "verdict: FAIL; evidence: <refs>; learned: <decision it changes>".
Update its matrix row, then classify each discovery:
| Discovery | Action |
|---|---|
| Needed for frozen acceptance, within authority and budget | bd create "<title>" --parent <epic> --deps discovered-from:<id> --acceptance "<example it serves>" |
| Useful later | note or link it outside the epic; never run it in this goal |
| Changes acceptance, exceeds authority or budget | HOLD; the goal's breaker takes over |
A result ratchets when it proves part of acceptance, falsifies a live hypothesis with discriminating evidence, or resolves an uncertainty so the next experiment differs; FAIL and NOT_PROVEN can ratchet. Commits, counts, digests, rewritten plans and red with no new information are churn. Split old defects from regressions by before/after reproduction or equivalent causal evidence under the same acceptance; counts, timestamps and new ids prove no cause. Unknown cause, a reopened finding or recurrence of a closed finding class is HOLD, not proof the design is wrong. Keep necessary findings necessary; nothing resets a total. Done when every result sits on its bead and every discovery has a class.
Append this block to the existing handoff or root epic notes; no new artifact.
Stop after appending it: the goal continues, holds or ends. A one-pass reply
uses the same block, writes nothing, and marks Ratchets, Budget and Helper
n/a.
Acceptance: <id> <Given/When/Then>: proven (<check or PASS ref>)
<id> <Given/When/Then>: open (<bead title> <id>, or the gap)
Frontier: <ready beads, by title>
Wave: <bead title>: <row or uncertainty it serves>; or none: <why>
Ratchets: <results that changed a decision>; churn: <results that did not>
Hygiene: <one finding per line>, or none
Budget: <remaining if measured, else unmeasured>
Helper: <HOLD incident and helper use, or none>; native state: <observed continue/stop>
Next: <thesis>; decisions: <open questions for the caller>Report cycles among the epic's beads (bd dep cycles, filtered to them),
beads tied to no criterion, blocks edges that are not real ordering,
criteria with no observable result (an open decision the caller can settle
with Interview; never rewrite one), closed beads with missing bytes and
drifted terms. bd graph <epic> shows the shape. Change edges only on the
caller's go-ahead.
© boshu2, Apache-2.0. 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 skills/navigate of boshu2/agentops.
Open the folder on GitHubat commit bc79a29
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in boshu2/agentops, which our catalogue first saw on October 7, 2026.
Navigate 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 |
|---|---|---|---|---|---|---|
| Navigate this skillboshu2/agentops | 448 | 1 repos | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review Graph Navigatorhandsontable/handsontable | 22k | — | ~939 | Automated safety check: Pass | Custom licence | |
| Graphagenticnotetaking/arscontexta | 3.5k | — | ~4.9k | Automated safety check: Notes | MIT | |
| Bigquery Graphgoogle/adk-python | 22k | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | |
| Code Review Graph Buildertirth8205/code-review-graph | 32k | — | ~295 | Automated safety check: Pass | MIT | |
| Mini Context Graphgithub/awesome-copilot | 40k | 1 repos | ~2k | Automated safety check: Pass | MIT |
handsontable/handsontable
Queries a pre-built, Tree-sitter-based code graph of the whole monorepo instead of grepping call chains, for exploring, debugging, refactoring or reviewing code.
agenticnotetaking/arscontexta
Interactive knowledge graph analysis. An agent skill from agenticnotetaking/arscontexta.
google/adk-python
Skill for Graph Query Language (GQL) or SQL/PGQ queries against a property graph.
tirth8205/code-review-graph
Builds or incrementally updates the code-review knowledge graph for a repository and reports whether the build succeeded, partly or failed.
github/awesome-copilot
A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern with a structured knowledge graph.
atopile/atopile
How the Zig-backed instance graph works (GraphView/NodeReference/EdgeReference), the real Python API surface, and the invariants around allocation, attributes, and cleanup.
boshu2/agentops
Dispatch independent tasks to parallel workers or subagents without write collisions.
boshu2/agentops
Compare independent opinions from several models or contexts without inflating agreement.
boshu2/agentops
Draft or lint a bounded long-running goal prompt with a finish line and hard limits.
boshu2/agentops
Write or update READMEs, docs, repo instructions and handoff notes, checked against source.
boshu2/agentops
Brainstorm evidence-backed options for what to build, or stress-test an idea.
boshu2/agentops
Change or repair code, config or services without weakening tests; report what ran and what did not.
Pick the next work in an epic or bead graph; closed is not proven. Navigate is an agent skill from boshu2/agentops. Pick the next work in an epic or bead graph; closed is not proven.
Navigate fits situations like: : asked what is next; whether an epic is done.
Run `npx skills add boshu2/agentops --skill navigate -a claude-code`. Or copy the skill folder (skills/navigate in boshu2/agentops) into .claude/skills/navigate in your project. Claude Code loads it when a task matches its description.
Run `npx skills add boshu2/agentops --skill navigate -a codex`. Or copy the skill folder (skills/navigate in boshu2/agentops) into .agents/skills/navigate 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 boshu2/agentops --skill navigate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/navigate, .gemini/skills/navigate, .github/skills/navigate and .opencode/skills/navigate in your project.
SKILL.md names no scripts, command-line tools or credentials: Navigate is instructions for the agent only.
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.
Navigate is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2k tokens (SKILL.md is roughly 7.8k 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 Navigate: Code Review Graph Navigator (handsontable/handsontable, 22k stars), Graph (agenticnotetaking/arscontexta, 3.5k stars), Bigquery Graph (google/adk-python, 22k stars) and Code Review Graph Builder (tirth8205/code-review-graph, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
boshu2 (a GitHub user) maintains it in boshu2/agentops, which has 448 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on October 10, 2026.
Source: boshu2/agentops on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.