git:20260408.de6fb2b to git:20260408.c5a1c21

9 added, 10 removed. Audit A to A.

---

name: triage-tool

- description: "Triage a context management tool or library into a structured reference summary for the research repo. Use when given a GitHub URL, npm package, PyPI package, CLI tool, MCP server, or library name to assess context management relevance. Creates references/{slug}.md with architecture overview and scope assessment; adds REVIEWED.md entry and REFERENCE_INDEX.md row. Triggers: triage tool, add tool, analyse tool, context window tool, prompt compression library, token budgeting cli, context injection framework, session lifecycle tool, MCP context server, context daemon, context sandbox, context vault, rolling summary tool, context compressor, eviction policy tool, context pruning library, token counter, sliding window manager."

+ description: "Triage a tool or library into a structured reference summary for the research repo. Use when given a GitHub URL, npm package, PyPI package, or CLI tool name. Creates references/{slug}.md with architecture overview and scope assessment; adds REVIEWED.md entry and REFERENCE_INDEX.md row. Triggers: triage tool, add tool, analyse tool, GitHub project, npm package, PyPI package, library, framework, CLI tool, MCP server, open source project."

allowed-tools: Read, Write, Edit, Bash, WebFetch

---

# Triage Tool

Add a new tool or library to the research repo as a structured reference summary.

## When to Use

- User provides a GitHub URL, npm/PyPI package name, or tool name

- User says "triage this tool", "add this tool", "analyse this tool/library"

- Evaluating whether a tool belongs in the repo

## When Not to Use

- The tool has already been triaged (check `REVIEWED.md` first)

- - The tool is clearly out of scope (not related to active context window management)

+ - The tool is clearly out of scope (not relevant to the research domain)

- User wants a full deep-dive analysis — use `triage-tool` first, then promote to `ANALYSIS-<name>.md`

## Mindset

Triage is a quality gate, not a catalogue entry. The goal is a reproducible, honest assessment.

- 1. **Scope before summary**: confirm the tool touches the active context window layer before investing in a full write-up. A well-reasoned out-of-scope ruling is as valuable as a full summary.

+ 1. **Scope before summary**: confirm the tool is relevant to the research domain before investing in a full write-up. A well-reasoned out-of-scope ruling is as valuable as a full summary.

2. **Evidence first**: quote README and docs; never infer capabilities not described by the author.

3. **Triage-then-promote**: every tool enters via `REVIEWED.md`; promotion to `ANALYSIS-*.md` and vendoring both require explicit user confirmation — never automatic.

## Workflow

### 1. Resolve the source

- Fetch the repo README and any linked docs/architecture pages.

- Record: tool name, author/org, license, language, latest version/commit, primary URL.

- Derive a stable slug: `<author-or-org>-<tool-name>` (e.g. `versatly-clawvault`, `press-longchat`).

For well-known single-name tools, use just the tool name (e.g. `context-mode`, `memv`).

### 2. Check for duplicates

- Search `REVIEWED.md` and `references/REFERENCE_INDEX.md` for the slug or repo URL.

- If already present, report it and stop.

### 3. Classify the tool

Assign one or more tags from the controlled list. See [classification guide](references/classification-guide.md) for the full taxonomy and scope assessment criteria.

### 4. Assess scope fit

- Confirm the tool touches the active context window layer. See [classification guide](references/classification-guide.md) for in-scope / borderline / out-of-scope criteria. Note any borderline ruling in REVIEWED.md.

+ Confirm the tool is relevant to the research domain. See [classification guide](references/classification-guide.md) for in-scope / borderline / out-of-scope criteria. Note any borderline ruling in REVIEWED.md.

### 5. Fill in the reference summary

Create `references/<slug>.md` using `templates/REFERENCE-tool.md`. Populate every section. Frontmatter example:

```yaml

title: "MemGPT"

author: "Packer et al."

date: 2023-10-12

type: reference

- tags: [tool, context-management, session-lifecycle]

+ tags: [tool, library]

source: "https://github.com/cpacker/MemGPT"

```

- - **TL;DR**: 3–8 bullets capturing what the tool does and why it matters for context management.

+ - **TL;DR**: 3–8 bullets capturing what the tool does and why it matters.

- **What's novel**: one paragraph — what does this do that adjacent tools do not?

- - **Architecture overview**: describe context representation, injection mechanism, compression/summarisation, eviction/overflow handling, session lifecycle. Skip sections that are not applicable (mark `N/A`).

+ - **Architecture overview**: describe the core design and how the tool works. Skip sections that are not applicable (mark `N/A`).

- **Deployment model**: runtime, language, dependencies, storage.

- **Self-reported metrics**: quote numbers with source — always mark `(as reported)`.

- **Open questions**: gaps, risks, unverified claims, missing benchmarks.

Keep language precise. Do not pad. Mark all unverified claims.

### 6. Decide on vendoring

Ask whether to vendor the repo. Clone as a git submodule into `tools/<repo-name>/` (record the pinned commit in `local_clone`) for tools warranting code-level inspection, or link-only for large or peripheral tools. Do not vendor without confirmation.

### 7. Update REVIEWED.md

Add a row to the summary table at the top (reverse-chronological):

```

```

### 8. Update REFERENCE_INDEX.md

Add a row under the most relevant category table.

### 9. Report and offer next step

Summarise what was created. Ask the user whether to promote to `ANALYSIS-<slug>.md`, vendor into `tools/`, keep as pending, or skip with reasoning.

## Quick Commands

```bash

# Check for duplicate before starting

grep -i "<slug-or-repo-url>" REVIEWED.md references/REFERENCE_INDEX.md

# Fetch tool README

curl -s "https://raw.githubusercontent.com/<owner>/<repo>/main/README.md"

# Create reference file from template

cp templates/REFERENCE-tool.md references/<slug>.md

# Validate the completed file

./scripts/validate-reference-tool.sh references/<slug>.md

./scripts/validate-analysis-tool.sh ANALYSIS-<slug>.md

# Vendor as submodule (only after explicit user confirmation)

git submodule add <repo-url> tools/<repo-name>

```

## Anti-Patterns

### NEVER treat self-reported benchmarks as verified

**WHY:** Tool benchmarks are often run on curated inputs under favourable conditions.

- **BAD** `"Achieves 60% token reduction."` → **GOOD** `"Reports 60% token reduction (as reported, README)."`

+ **BAD** `"Achieves 40% latency reduction."` → **GOOD** `"Reports 40% latency reduction (as reported, README)."`

### NEVER skip the duplicate check

**WHY:** Re-triaging creates conflicting entries and wastes effort.

**BAD** Create new file without checking REVIEWED.md. → **GOOD** Run `grep -i "<slug>" REVIEWED.md references/REFERENCE_INDEX.md` first.

### NEVER vendor without user confirmation

**WHY:** Vendoring changes git state and submodule config — a deliberate action, not automatic.

**BAD** Run `git submodule add` during triage. → **GOOD** Offer vendoring as a follow-up after the summary is written.

### NEVER promote without user confirmation

**WHY:** Promotion to ANALYSIS-*.md is a quality gate, not automatic.

**BAD** Create ANALYSIS-*.md as part of triage. → **GOOD** Triage to REVIEWED.md, then ask the user.

## References

- - [classification guide](references/classification-guide.md) — full tag taxonomy, scope assessment criteria (in/borderline/out), and examples

- - **Guides**: [REFERENCE-tool](references/reference-tool-guide.md) — body structure and conventions · [ANALYSIS-tool](references/analysis-tool-guide.md) — 3-stage deep-dive structure

+ - [classification guide](references/classification-guide.md) — tag taxonomy and scope assessment criteria (in/borderline/out); customise for your research domain

- **Reference artifacts**: [YAML template](assets/templates/REFERENCE-tool.yaml) · [schema](assets/schemas/reference-tool.schema.json) · [validator](scripts/validate-reference-tool.sh)

- **Analysis artifacts**: [YAML template](assets/templates/ANALYSIS-tool.yaml) · [schema](assets/schemas/analysis-tool.schema.json) · [validator](scripts/validate-analysis-tool.sh)