Agent skill

Pi Lens Write Ast Grep Rule

by apmantza in apmantza/pi-lens

A skill your agent uses when writing a new pi-lens ast-grep rule YAML file — covers schema, drop path, gotchas, and NAPI runner constraints

MITAuto-check passedDevelopment

Install Pi Lens Write Ast Grep Rule

skills CLI
$ npx skills add apmantza/pi-lens --skill pi-lens-write-ast-grep-rule -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install apmantza/pi-lens pi-lens-write-ast-grep-rule --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/apmantza/pi-lens.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/pi-lens-write-ast-grep-rule .claude/skills/pi-lens-write-ast-grep-rule && rm -rf skills-src

Use ~/.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/

Facts

Skill name
pi-lens-write-ast-grep-rule
GitHub stars
466
Token cost
~2.1k tokens
SKILL.md length
809 words
Files
2
Skills in repo
6
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when writing a new pi-lens ast-grep rule YAML file — covers schema, drop path, gotchas, and NAPI runner constraints

  • Works in 3 steps: A multi-corpus false-positive census,… → Structural narrowing before exemption.… → Self-scan wiring. Tag the rule…
  • Writing a new pi-lens ast-grep rule YAML file — covers schema
  • SKILL.md covers Minimal template, Before promoting to error, Language values and Rule conditions, plus 6 more sections
  • Calls npm; reaches ast-grep.github.io

What it does

Pi Lens Write Ast Grep Rule is an agent skill from apmantza/pi-lens. Use when writing a new pi-lens ast-grep rule YAML file — covers schema, drop path, gotchas, and NAPI runner constraints

Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `reference.md`).

It sits in Development. The repository describes itself as: Real-time code feedback for pi — LSP, linters, formatters, structural analysis. The licence is MIT.

When your agent uses it

  • Writing a new pi-lens ast-grep rule YAML file — covers schema
  • NAPI runner constraints

Example prompts

  • “/pi-lens-write-ast-grep-rule”

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. A multi-corpus false-positive census, not a single-tree count. Run the
  2. Structural narrowing before exemption. Suppress a legitimate idiom
  3. Self-scan wiring. Tag the rule metadata.category: pi-lens-self-scan

What it can do on your machine

Read from SKILL.md and the folder at commit db92612. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    Shell commands in SKILL.md call:

    • npm

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • ast-grep.github.io

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Pi Lens Write Ast Grep Rule loads about 2.1k tokens when it runs. Until then it costs about 37 tokens; SKILL.md has 809 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~37
When it runs · the whole SKILL.md, loaded when a task matches
~2.1k

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.

Safety

Auto-check passed

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.

SKILL.md

The full file from apmantza/pi-lens at commit db92612, republished under its MIT licence (© apmantza). 809 words, ~2,148 tokens.

Download SKILL.mdSave it as .claude/skills/pi-lens-write-ast-grep-rule/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
pi-lens-write-ast-grep-rule
description
Use when writing a new pi-lens ast-grep rule YAML file — covers schema, drop path, gotchas, and NAPI runner constraints

Writing a pi-lens ast-grep Rule

Drop path: rules/ast-grep-rules/rules/<id>.yml
Same id as a built-in overrides it. Multiple rules per file: separate with ---.

Minimal template

yaml
id: no-foo-bar
language: TypeScript        # PascalCase — see languages below
severity: warning           # error | warning | hint | info — pick by evidence, see below
message: "Avoid foo.bar() — use baz() instead"
note: |
  Longer explanation / fix guidance here.
rule:
  pattern: foo.bar($ARG)

Pick the severity by the evidence behind the rule, not by feel:

  • error — only with a documented zero-false-positive audit in the note. Only error maps to semantic blocking and stops a turn.
  • warning — a real finding with a known, bounded false-positive rate.
  • hint / info — style opinions. They render as advisory text, never block, and lose the report budget to warnings when a report is capped.

Full policy and the error-promotion procedure: AGENTS.md's "Severity policy (#1777)" section. Read it before shipping anything above warning.

Before promoting to error

Three things must all be true, and the rule's note must record them:

  1. A multi-corpus false-positive census, not a single-tree count. Run the rule over pi-lens's clients//tests/ plus at least one real external codebase of the kind the rule targets, classify every hit, and put the table in the note.
  2. Structural narrowing before exemption. Suppress a legitimate idiom with a relational constraint (inside/has/follows, scoped path globs), not with prose telling readers to ignore the hit. Narrow first — don't reach for a lower tier as the easy way out. no-non-null-assertion was demoted to hint (0124608a), then reverted back to warning once the same false positives were closed with a structural exclusion instead (b3e1fd79).
  3. Self-scan wiring. Tag the rule metadata.category: pi-lens-self-scan so npm run astgrep:self-scan holds this tree at zero in CI. An error rule that never runs against pi-lens's own source is an unaudited claim.

If the post-narrowing residual is still tens of legitimate hits, stop and report the numbers instead of shipping at error.

Language values

TypeScript JavaScript Python Go Rust Java C Cpp CSharp Kotlin Ruby Php

Rule conditions

yaml
rule:
  pattern: foo($X)          # ast-grep pattern — $X single, $$$ARGS multi
  kind: call_expression     # AST node kind (alternative to pattern)
  regex: "secret|token"     # regex on node text
  has:                      # descendant must match
    pattern: await $$$
  not:
    kind: comment
  any:
    - pattern: foo($X)
    - pattern: bar($X)
  all:
    - pattern: $OBJ.send($$$)
    - not: { kind: await_expression }

Relational & constraint conditions — all supported (native napi, #206)

The runner matches every rule through napi's native engine (root.findAll({rule, constraints})), fed by a faithful js-yaml parse. The full ast-grep grammar works — nest freely; nothing is silently skipped:

yaml
rule:
  kind: call_expression
  inside:                     # ancestor must match
    kind: function_declaration
    stopBy: end               # ↑ search ALL ancestors (default is direct parent)
  has:                        # descendant must match (default: DIRECT child)
    field: arguments          # field constraints work
  follows:                    # immediately-preceding sibling
    pattern: const $X = $V
constraints:                  # metavariable regex constraints work
  X:
    regex: "Error$"

⚠ has/inside default to the immediate child/parent (stopBy: neighbor). For a recursive descendant/ancestor search add stopBy: end. This is the #1 migration gotcha — see the has note in reference.md.

⚠ stopBy: end alone is not a boundary. It's a search-depth control — how far the walk searches — not a stop condition; the any: kind list only decides what CAN satisfy the match, not where the walk halts. To scope a relation to the nearest enclosing function (or any other boundary), give stopBy its own rule. See "Scoping to the nearest enclosing X" in reference.md (#1794 F1 — this bug shipped twice in one window).

YAML quoting — REQUIRED (js-yaml will reject the rule otherwise)

The parser is a real YAML parser, so unquoted special chars throw and the rule is silently dropped:

❌ message: !!value to coerce boolean    # `!!` is a YAML tag → js-yaml THROWS, rule dropped
✅ message: "!!value to coerce boolean"
❌ message: foo: bar baz                  # bare `:` → parsed as a nested mapping
✅ message: "foo: bar baz"
   Quote any scalar starting with  ! & * ? | > % @ `  or containing  : #
   Quote keyword-like kinds:  kind: "true"   (bare `true` becomes a boolean → invalid kind)

Gotchas

❌ Overly broad patterns — filtered out automatically
   $VAR  $NAME  $_  $X  $EXPR  (single bare metavar)

❌ PascalCase language is required
   language: typescript  →  language: TypeScript

❌ $VAR inside strings — matches literal "$VAR", not a metavar
   "from $PATH"  →  use tree-sitter or grep instead

✅ Test in playground: https://ast-grep.github.io/playground.html
✅ Schema + autocomplete: rules/ast-grep-rules/rule-schema.json
✅ Docs: docs/custom-rules.md
Show full SKILL.md (352 more words)Show less

Reference doc — read before writing a NAPI-runner-specific or hard-to-express rule

reference.md (same directory) covers: ReDoS-safe regex authoring, node-text string-escape quirks, has/inside stopBy defaults (and when to override them), scoping a relation to the nearest enclosing node with a stopBy boundary rule, the -js twin dedup behavior (#657), boolean-parameter matching across the TS/JS grammars, and precision-over-recall heuristics for denylist-shaped rules. Read it when a rule isn't matching (or over-matching) the way you expect, or before shipping a regex/has-heavy rule.

Testing a suppression

Every relational suppression (a has/inside/not exclusion for a legitimate idiom) needs two fixtures per bound metavariable, not one:

  1. A same-binding valid case — the idiom the exclusion is meant to suppress, with the metavariable bound consistently (same receiver, same key).
  2. A mutation-guard invalid case — the same shape with the binding broken: a different key, a different receiver, or a boundary-crossing lookalike (the guard lives in the wrong scope). This proves the exclusion checks the BINDING, not just the pattern's presence somewhere in the file.

rules/ast-grep-rules/rule-tests/no-non-null-assertion-test.yml is the model: alongside the get-after-has/pop-after-length valid cases, it fixtures a different-key guard, a different-map guard, and an outer-function guard that must NOT suppress an inner closure — each one red if the corresponding binding check is deleted.

Corpus silence is not evidence. A valve with zero corpus hits needs adversarial fixtures MORE, not less — redundant-unsafe-function targets Rust, so it has no pi-lens corpus to census against, and its # Safety valve still shipped an unbounded backward scan that over-suppressed real detections, caught only by adversarial fixtures in review (00284bcc). A documented blind spot (an idiom the rule knowingly can't distinguish from a bug) becomes an invalid-direction fixture with a comment naming the gap, never silence.

Regenerate the catalog doc with npm run docs:rule-catalogs after adding or changing a rule — never hand-edit the generated catalog.

Validating a candidate rule against the REAL engine (not the warm MCP cache)

Live-binary discipline (AGENTS.md shape 16) applies here too: verify parsing and match behavior against a real ast-grep run before you write it into a rule note or a test fixture — a hand-written fixture pins a guess, not a fact.


# inspect how a PATTERN parses → find the node kind you actually need

ast-grep run -p 'x = false' --lang ts --debug-query=cst file.ts

# match by kind (──kind and ──pattern are mutually exclusive in `run`)

ast-grep run --kind required_parameter --lang ts file.ts

# run ONE rule from an sgconfig against a sample

ast-grep scan -c <sgconfig.yml> --filter '^<id>$' sample.ts

# run the fixture harness for one rule

ast-grep test -c rules/ast-grep-rules/.sgconfig.yml --skip-snapshot-tests --filter '<id>'

© apmantza, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in skills/pi-lens-write-ast-grep-rule of apmantza/pi-lens.

  • SKILL.md
  • reference.md

Open the folder on GitHubat commit db92612

Compare with similar skills

Pi Lens Write Ast Grep Rule 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.

Pi Lens Write Ast Grep Rule compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Pi Lens Write Ast Grep Rule this skillapmantza/pi-lens466—~2.1kAutomated safety check: PassMIT
Vercel Composition Patternssupabase/supabase111k58 repos~726Automated safety check: PassMIT
Finishing a Development Branchobra/superpowers297k5 repos~1.9kAutomated safety check: PassMIT
Typescript Advanced Typesrolling-scopes/rsschool-app10k25 repos~4.2kAutomated safety check: PassMPL-2.0
PR Babysitteropeninterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0
Code Review ChecklistshareAI-lab/learn-claude-code78k4 repos~1.1kAutomated safety check: PassMIT

Similar skills

  • Official

    React composition patterns that scale. An agent skill from supabase/supabase.

    111k GitHub starsUsed in 58 repos~726 tokens
    DevelopmentAuto-check passed
  • Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.

    297k GitHub starsUsed in 5 repos~1.9k tokens
    DevelopmentAuto-check passed
  • Typescript Advanced Types

    rolling-scopes/rsschool-app

    Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.

    10k GitHub starsUsed in 25 repos~4.2k tokens
    DevelopmentAuto-check passed
  • PR Babysitter

    openinterpreter/openinterpreter

    Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.

    69k GitHub starsUsed in 3 repos~4.2k tokens
    DevelopmentAuto-check passed
  • Code Review Checklist

    shareAI-lab/learn-claude-code

    Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.

    78k GitHub starsUsed in 4 repos~1.1k tokens
    DevelopmentAuto-check passed
  • Greploop

    onyx-dot-app/onyx

    Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.

    32k GitHub starsUsed in 4 repos~3.3k tokens
    DevelopmentAuto-check passed

More from apmantza/pi-lens

  • Pi Lens Ast Grep

    apmantza/pi-lens

    A skill your agent uses when searching or replacing code patterns - use ast-grep instead of text search for semantic accuracy

    466 GitHub stars~2k tokensUpdated today
    Auto-check passed
  • A skill your agent uses when writing a new pi-lens tree-sitter query rule YAML file — covers schema, S-expression syntax, capture names, predicates, and gotchas

    466 GitHub stars~1.2k tokensUpdated today
    Auto-check passed
  • Pi Lens Lsp Navigation

    apmantza/pi-lens

    Navigate code with IDE features and run proactive LSP diagnostics on files/folders/batches.

    466 GitHub stars~1.6k tokensUpdated today
    Auto-check passed
  • Release QA

    apmantza/pi-lens

    Run the pi-lens release-readiness QA pass — witness the feature × modality matrix against a real pi, count coverage, and issue a ship / ship-with-caveats / don't-ship / blocked line.

    466 GitHub stars~2.6k tokensUpdated today
    Auto-check passed
  • Retro

    apmantza/pi-lens

    Run the pi-lens retrospective — turn a session, an incident, or a merged bug fix into environment changes (checks, hooks, contract lines, deletions), classified mechanical-vs-judgement, each with…

    466 GitHub stars~531 tokensUpdated today
    Auto-check passed

Categories

Questions about Pi Lens Write Ast Grep Rule

What does Pi Lens Write Ast Grep Rule do?

A skill your agent uses when writing a new pi-lens ast-grep rule YAML file — covers schema, drop path, gotchas, and NAPI runner constraints. Pi Lens Write Ast Grep Rule is an agent skill from apmantza/pi-lens.

When should I use Pi Lens Write Ast Grep Rule?

Pi Lens Write Ast Grep Rule fits situations like: writing a new pi-lens ast-grep rule YAML file — covers schema; NAPI runner constraints.

How do I install Pi Lens Write Ast Grep Rule in Claude Code?

Run `npx skills add apmantza/pi-lens --skill pi-lens-write-ast-grep-rule -a claude-code`. Or copy the skill folder (skills/pi-lens-write-ast-grep-rule in apmantza/pi-lens) into .claude/skills/pi-lens-write-ast-grep-rule in your project. Claude Code loads it when a task matches its description.

How do I install Pi Lens Write Ast Grep Rule in Codex?

Run `npx skills add apmantza/pi-lens --skill pi-lens-write-ast-grep-rule -a codex`. Or copy the skill folder (skills/pi-lens-write-ast-grep-rule in apmantza/pi-lens) into .agents/skills/pi-lens-write-ast-grep-rule in your project. Codex loads it when a task matches its description.

Can I use Pi Lens Write Ast Grep Rule in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add apmantza/pi-lens --skill pi-lens-write-ast-grep-rule -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pi-lens-write-ast-grep-rule, .gemini/skills/pi-lens-write-ast-grep-rule, .github/skills/pi-lens-write-ast-grep-rule and .opencode/skills/pi-lens-write-ast-grep-rule in your project.

What does Pi Lens Write Ast Grep Rule need to run?

Going by SKILL.md and its folder, Pi Lens Write Ast Grep Rule needs the command-line tools its instructions call (npm).

Does Pi Lens Write Ast Grep Rule access the network?

SKILL.md names 1 domain. In commands or code: ast-grep.github.io; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Pi Lens Write Ast Grep Rule safe to install?

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.

What licence does Pi Lens Write Ast Grep Rule use?

Pi Lens Write Ast Grep Rule is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Pi Lens Write Ast Grep Rule use?

About 2.1k tokens (SKILL.md is roughly 8.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Pi Lens Write Ast Grep Rule?

Skills that share tags, products or a category with Pi Lens Write Ast Grep Rule: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 297k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Pi Lens Write Ast Grep Rule?

apmantza (a GitHub user) maintains it in apmantza/pi-lens, which has 466 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on October 11, 2026.

Source: apmantza/pi-lens on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.