Dev Issue
FHIR/fhir-codegen
Publishes a slot's feature request or bug report to GitHub as an issue, and keeps that issue in sync, in the role of a release-minded engineer.
Audit and fix all Lattice documentation, README, docs/, PROJECT.md, GitHub issue templates, and CLAUDE.md to ensure they are fully aligned with the current skill inventory.
$ npx skills add techygarg/lattice --skill skill-align -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install techygarg/lattice skill-align --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/techygarg/lattice.git skills-src && mkdir -p .claude/skills && cp -r skills-src/dev-skills/skill-align .claude/skills/skill-align && 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 "skill-align" agent skill from https://github.com/techygarg/lattice/tree/main/dev-skills/skill-align into .claude/skills/skill-align/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-align", 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/techygarg/lattice/tree/main/dev-skills/skill-alignType 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 techygarg/lattice --skill skill-align -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install techygarg/lattice skill-align --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techygarg/lattice.git skills-src && mkdir -p .agents/skills && cp -r skills-src/dev-skills/skill-align .agents/skills/skill-align && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "skill-align" agent skill from https://github.com/techygarg/lattice/tree/main/dev-skills/skill-align into .agents/skills/skill-align/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-align", 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 techygarg/lattice --skill skill-align -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install techygarg/lattice skill-align --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techygarg/lattice.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/dev-skills/skill-align .cursor/skills/skill-align && 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 "skill-align" agent skill from https://github.com/techygarg/lattice/tree/main/dev-skills/skill-align into .cursor/skills/skill-align/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-align", 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/techygarg/lattice.git --path dev-skills/skill-align--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 techygarg/lattice --skill skill-align -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install techygarg/lattice skill-align --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techygarg/lattice.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/dev-skills/skill-align .gemini/skills/skill-align && 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 "skill-align" agent skill from https://github.com/techygarg/lattice/tree/main/dev-skills/skill-align into .gemini/skills/skill-align/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-align", 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 techygarg/lattice skill-alignInstalls 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 techygarg/lattice --skill skill-align -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/techygarg/lattice.git skills-src && mkdir -p .github/skills && cp -r skills-src/dev-skills/skill-align .github/skills/skill-align && 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 "skill-align" agent skill from https://github.com/techygarg/lattice/tree/main/dev-skills/skill-align into .github/skills/skill-align/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-align", 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 techygarg/lattice --skill skill-align -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install techygarg/lattice skill-align --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techygarg/lattice.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/dev-skills/skill-align .opencode/skills/skill-align && 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 "skill-align" agent skill from https://github.com/techygarg/lattice/tree/main/dev-skills/skill-align into .opencode/skills/skill-align/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-align", 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.
skill-alignAudit and fix all Lattice documentation, README, docs/, PROJECT.md, GitHub issue templates, and CLAUDE.md to ensure they are fully aligned with the current skill inventory.
Skill Align is an agent skill from techygarg/lattice. Audit and fix all Lattice documentation, README, docs/, PROJECT.md, GitHub issue templates, and CLAUDE.md to ensure they are fully aligned with the current skill inventory. Documentation drift is the most common source of user confusion in Lattice — a skill exists in the codebase but not in the docs, or a renamed skill leaves a stale reference in the bug report template. If you've made any change to skills/ and haven't run this, run it now. Use when the user says 'align docs', 'audit docs', 'update…
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/audit-checklist.md`).
It sits in Testing & QA, covering QA and bug reports and Agent instruction files. It works with GitHub. The repository describes itself as: Install engineering discipline into any AI coding assistant. Composable skills for design, implementation, review, and team standards. Better process, not just better prompts. The licence is MIT.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4d6c35f. 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.
Skill Align loads about 2k tokens when it runs, and up to ~4.1k if it reads all its reference files. Until then it costs about 180 tokens; SKILL.md has 806 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 techygarg/lattice at commit 4d6c35f, republished under its MIT licence (© techygarg). 806 words, ~1,985 tokens.
.claude/skills/skill-align/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Core responsibility: Keep every public-facing document in sync with the actual skill inventory. The skills directory is the source of truth — all documents derive from it.
Input: None required. Reads the live state of skills/ and all documentation on every run. Optionally: a specific skill name or tier to focus the audit.
Output:
[GAP], [STALE], or [WRONG] with file and descriptionREADME.md, docs/how-it-works.md, docs/configuration.md, docs/practical-guide.md, PROJECT.md, CLAUDE.md, .github/ISSUE_TEMPLATE/bug_report.ymlHow to verify this skill did its job:
grep -rn "requirements atom\|framework:requirements\b" \
docs/ README.md PROJECT.md CLAUDE.md .github/ skills/ \
--include="*.md" --include="*.yml"Any result from this grep means the sync is incomplete. A clean run returns no output.
Also verify: every skill in skills/ appears in the bug_report.yml dropdown and the how-it-works.md inventory tables.
Read the skills directory tree. STOP: do NOT assume you already know the inventory — always read from files.
find skills/ -name "SKILL.md" | sortFor each SKILL.md found, extract:
name: field (frontmatter)tier: inferred from path (atoms/, molecules/, refiners/)paths\.\w+ in the fileframework: references (molecules only).lattice/standards/ path (refiners only).lattice/\w+/ paths (molecules only)Build a structured inventory:
atoms: [name, config_key, has_refiner, has_defaults_md]
molecules: [name, composes[], output_subfolder]
refiners: [name, config_key, produces_path, consumed_by_atom]Read references/audit-checklist.md for the complete per-document audit rules before starting Phase 2.
Work through every document in this order. For each, apply the checks in references/audit-checklist.md. STOP: a document with zero findings gets no entry in the report — do not print a heading or a "no gaps" line for it. Log every finding as:
[GAP] file:line — description of what is missing or wrong
[STALE] file:line — description of what refers to something that no longer exists
[WRONG] file:line — description of a relationship (consumed-by, produces) that is incorrectDocuments to audit:
docs/how-it-works.mddocs/configuration.mddocs/practical-guide.mdREADME.mdPROJECT.md — Skill Conventions, Known subfolders list, and Repository Structure counts all live here.github/ISSUE_TEMPLATE/bug_report.yml.github/ISSUE_TEMPLATE/skill_request.yml (generic — only check if skill-specific examples are present).github/ISSUE_TEMPLATE/documentation.yml (generic — only check if skill names appear)knowledge-base/requirement-forge-requirements.md (if exists — check it matches current skill names)Present a consolidated findings report before making any changes:
## Lattice Sync — Findings
### docs/how-it-works.md
[GAP] Atoms table missing: requirement-quality
[STALE] Refiners in Depth: requirement-forge-refiner consumed-by says "molecule" but should say "requirement-quality atom"
### .github/ISSUE_TEMPLATE/bug_report.yml
[GAP] Skill dropdown missing: requirement-quality (atom)
Total: N gaps, M stale references, P wrong relationshipsAsk: "Ready to apply all fixes? Or are there any findings you want to skip?"
Apply every agreed fix. For each document, make all changes in a single edit pass. STOP: do not make multiple passes over the same file.
After all fixes are applied, run one final verification grep to confirm no old references remain:
# Check for stale atom names or wrong consumed-by text
grep -rn "<old-name>\|consumed.*molecule\|consumed.*wrong" \
docs/ README.md PROJECT.md CLAUDE.md .github/ --include="*.md" --include="*.yml"If the grep returns results, fix them before declaring done.
If the user wants to push the updated skills to their AI tool's skills directory:
./tools/install.sh /path/to/your/skills/folderAsk the user for the target path if not provided. Default for Claude Code: ~/.claude/skills/.
The most error-prone relationship in Lattice documentation is the refiner → atom → molecule chain. Documents frequently drift to say a refiner is "consumed by the molecule" when it's actually consumed by an atom that the molecule composes.
For every refiner in the live inventory, derive the correct relationship dynamically:
paths.{key}[WRONG]Exception: review-refiner is consumed by the review molecule directly — it configures the molecule's workflow, not an atom. This is the only correct molecule-direct consumption in the current framework.
.lattice/ subfoldersEvery molecule that writes living documents must use a named subfolder. If a new molecule is found that writes to .lattice/ and its subfolder is not in this list, flag it for addition to PROJECT.md:
standards/ — refiner outputscontext/ — feature anchor docs (context-anchoring atom)learnings/ — operational learnings (learning-harvest atom)reviews/ — review loginsights/ — architecture-compass outputrequirements/ — epic/feature specs (requirement-forge)The sync is complete when:
skills/ appears in the docs/how-it-works.md inventory tablesdocs/configuration.md paths table with the right consumed-by atombug_report.yml skill dropdownbug_report.yml skill dropdownbug_report.yml skill dropdownPROJECT.md known subfolders list covers every .lattice/ output directorysource/README.md and docs/how-it-works.md use current molecule names in the right orderrefiners-update's map table, lattice-init's Step 3 priority list) has one entry per live refiner in source/refiners/ — no missing, no staleSee references/audit-checklist.md for the exhaustive per-document rules.
© techygarg, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in dev-skills/skill-align of techygarg/lattice.
Open the folder on GitHubat commit 4d6c35f
Skill Align 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 |
|---|---|---|---|---|---|---|
| Skill Align this skilltechygarg/lattice | 198 | — | ~2k | Automated safety check: Pass | MIT | |
| Dev IssueFHIR/fhir-codegen | 154 | — | ~4k | Automated safety check: Pass | MIT | |
| Dev ReportFHIR/fhir-codegen | 154 | — | ~4.1k | Automated safety check: Pass | MIT | |
| Issue Repliesantoinecellerier/speaker-tuning-to-easyeffects | 142 | — | ~2k | Automated safety check: Pass | MIT | |
| Harness Engineeringgithub/awesome-copilot | 40k | — | ~2k | Automated safety check: Pass | MIT | |
| Weavebench Cua ReproduceAMAP-ML/LongHorizon-Harness | 1.7k | — | ~1.6k | Automated safety check: Pass | MIT |
FHIR/fhir-codegen
Publishes a slot's feature request or bug report to GitHub as an issue, and keeps that issue in sync, in the role of a release-minded engineer.
FHIR/fhir-codegen
Drafts and iterates on local-development bug reports in the role of a staff-level Tech Lead.
antoinecellerier/speaker-tuning-to-easyeffects
Guides triaging GitHub issues and drafting or posting replies in this repo.
github/awesome-copilot
Adopt repository-level harness engineering for coding agents.
AMAP-ML/LongHorizon-Harness
Reproduce CUA-Harness experiments on WeaveBench from a GitHub checkout.
michaelshimeles/skills
Records an annotated screen recording of the agent testing an app hands-on, then posts the video and a results summary to the PR and tracker issue.
techygarg/lattice
Architectural thinking partner for an existing repository — scans the codebase, conducts a structured interview, agrees on current architectural state and recommended direction, and produces a…
techygarg/lattice
Guided setup and upgrade-check experience for Lattice projects -- scans the repository, detects existing configuration and outdated conventions, suggests refiners and available upgrades in priority…
techygarg/lattice
Validate any Lattice SKILL.md against all tier conventions — atoms, molecules, and refiners.
techygarg/lattice
Facilitate a structured conversation to define architecture principles for a repository.
techygarg/lattice
Facilitate a structured conversation to define clean code principles for a repository.
techygarg/lattice
Manage per-feature living documents that capture decisions, constraints, and reasoning across AI sessions during active development.
Works with
Categories
Audit and fix all Lattice documentation, README, docs/, PROJECT.md, GitHub issue templates, and CLAUDE.md to ensure they are fully aligned with the current skill inventory. Skill Align is an agent skill from techygarg/lattice.md to ensure they are fully aligned with the current skill inventory.
Skill Align fits situations like: the user says align docs; update documentation; check docs are in sync; audit skill inventory.
Run `npx skills add techygarg/lattice --skill skill-align -a claude-code`. Or copy the skill folder (dev-skills/skill-align in techygarg/lattice) into .claude/skills/skill-align in your project. Claude Code loads it when a task matches its description.
Run `npx skills add techygarg/lattice --skill skill-align -a codex`. Or copy the skill folder (dev-skills/skill-align in techygarg/lattice) into .agents/skills/skill-align 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 techygarg/lattice --skill skill-align -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-align, .gemini/skills/skill-align, .github/skills/skill-align and .opencode/skills/skill-align in your project.
SKILL.md names no scripts, command-line tools or credentials: Skill Align 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.
Skill Align is published under the MIT 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 7.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.1k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Skill Align: Dev Issue (FHIR/fhir-codegen, 154 stars), Dev Report (FHIR/fhir-codegen, 154 stars), Issue Replies (antoinecellerier/speaker-tuning-to-easyeffects, 142 stars) and Harness Engineering (github/awesome-copilot, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
techygarg (a GitHub user) maintains it in techygarg/lattice, which has 198 GitHub stars. The repository holds 33 skills in this directory. The repository was last updated on October 6, 2026.
Source: techygarg/lattice on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.