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hindsight-self-hosted

Store team knowledge, project conventions, and learnings from tasks. Use to remember what works and recall context before new tasks. Connects to a self-hosted Hindsight server. (user)

Quality

72%

Does it follow best practices?

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SecuritybySnyk

High

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tessl review fix ./skills/hindsight-self-hosted/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

67%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A strong, immediately usable instruction-only skill: exact CLI syntax with realistic examples, a verify-first setup flow, and an explicit recall-before/store-immediately operating loop. The main costs are internal redundancy (store categories vs. best practices repeat each other, one bullet duplicated verbatim) and a missing post-store verification step.

Suggestions

Merge the 'When to Store Memories' category taxonomy with the 'Best Practices' list — they overlap heavily and 'Architecture decisions and their rationale' appears verbatim under two headings.

Trim the retain examples from six to two or three (one plain, one --context, one transcript) and consider moving the category taxonomy to a references/ file to slim the always-loaded body.

Add a brief post-store checkpoint, e.g. what a successful retain prints and what to do on failure (retry, check config), to close the validation loop.

DimensionReasoningScore

Conciseness

The body is mostly efficient — the 'How Hindsight Works' section teaches genuinely non-obvious server behavior (retain runs an extraction pipeline, so pass raw content), and commands come with tight, varied examples. But there is clear tightening headroom: the 'When to Store Memories' category list and the 'Best Practices' list repeat each other ('Attribute individual preferences', 'Include outcomes', rich-context advice appear twice), and 'Architecture decisions and their rationale' is literally duplicated under both 'Learnings from Tasks' and 'Team Knowledge'. Six retain examples plus a transcript example is more than needed. Matches anchor 3 (mostly efficient, some unnecessary explanation / could be tightened); not 2 because nothing explains concepts Claude already knows, and the padding is duplication rather than tutorial prose.

3 / 5

Actionability

Guidance is concrete and near copy-paste ready: exact bash commands for retain/recall/reflect with realistic fully-written payloads, the --context flag demonstrated with real values ('procedures', 'learnings', 'preferences'), and a complete setup recipe (curl install, heredoc config with chmod 600, bank-ID step). Matches anchor 4 (mostly executable, minor gaps): the <bank-id> placeholder must be substituted, and there is no indication of what recall/reflect output looks like or how to interpret it — small gaps that keep it from anchor 5.

4 / 5

Workflow Clarity

The core loop is clearly sequenced with an explicit validation checkpoint in setup ('cat ~/.hindsight/config' → 'If the file doesn't exist or is missing credentials, help the user set it up' → install → create config → get bank ID), and the operating rhythm is explicit: 'Always recall before' a enumerated list of situations, 'Store immediately' on discovery. Matches anchor 4 (clear sequence, most checkpoints present, minor validation gaps). Not 5: there is no feedback loop after retain (no check that the store succeeded or what the CLI prints on failure) and no recovery guidance if recall returns nothing; not 3 because validation is not absent — setup is explicitly verify-first.

4 / 5

Progressive Disclosure

No bundle files exist, so everything is inline in a single ~150-line SKILL.md with clear, well-ordered sections (Setup → How it works → Commands → When to store → When to recall → Best practices) and no nested or dead references. This is good structure for an instruction-only skill (per the rubric's code_vs_instruction note, absence of external files is not penalized per se), though the long taxonomy of memory categories, the six retain examples, and the transcript example are exactly the kind of content that could be offloaded to a reference file to slim the always-loaded body. Matches anchor 4 (good structure, most content appropriately placed, minor organization gaps); not 5 because the file carries reference-grade detail inline.

4 / 5

Total

15

/

20

Passed

Description

62%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is well-formed with an explicit 'Use to...' trigger and a clear what/when pair, distinguished by the self-hosted Hindsight server detail. Its main weaknesses are limited synonym coverage (no 'memory', 'save', 'lessons learned' variants) and a 'when' clause that is general rather than trigger-phrase-rich.

Suggestions

Expand the 'when' clause with concrete trigger phrases, e.g. 'Use when the user mentions memory, asks to remember or save something for later, references past decisions or team conventions, or wants to recall prior learnings before a task.'

Add natural synonyms such as 'memory', 'lessons learned', 'preferences', and 'Hindsight' so the description matches the varied phrasings users actually say.

Optionally enumerate one or two more concrete capabilities (e.g. 'reflect on stored memories to synthesize past experience') to sharpen the 'what' beyond store/recall.

DimensionReasoningScore

Specificity

The description names the domain (team knowledge/project conventions) with two concrete actions — 'Store team knowledge, project conventions, and learnings' and 'recall context before new tasks' — plus the deployment fact 'Connects to a self-hosted Hindsight server'. It sits between anchor 3 (1-2 concrete actions, not comprehensive) and anchor 4: the actions are concrete but few and generic (store/recall), with no finer-grained capability detail. Not level 2 because the actions are specific rather than minimal/generic; not clearly 5 because coverage is thin.

3 / 5

Completeness

Both parts are explicit: 'what' = 'Store team knowledge, project conventions, and learnings from tasks... recall context before new tasks', and 'when' = 'Use to remember what works and recall context before new tasks.' This satisfies the 'Use when...' requirement, so it clears the level-3 cap. It is not 5 because the 'when' clause is a single general condition ('before new tasks') without concrete trigger phrases like 'when the user mentions memory, asks to remember something, or references past decisions' — matching anchor 4 ('when' could be more explicit or specific).

4 / 5

Trigger Term Quality

Natural phrases present include 'team knowledge', 'project conventions', 'learnings', 'remember what works', and 'recall context' — genuinely likely user phrasing. However, common variations are missing: 'memory', 'save this', 'preferences', 'lessons learned', 'Hindsight'. Matches anchor 3 (relevant keywords but missing common variations/synonyms); not 4 because the synonym set is noticeably incomplete, not 2 because several natural (not jargon-only) terms appear.

3 / 5

Distinctiveness Conflict Risk

'Connects to a self-hosted Hindsight server' establishes a clear niche that separates it from generic memory or knowledge-base skills, and 'team knowledge'/'learnings' are reasonably distinctive triggers. Not 5: 'store knowledge' and 'recall context' still overlap with built-in memory or other knowledge-registry skills, so a minor overlap risk remains — matching anchor 4 (mostly distinct; minor overlap with closely related skills).

4 / 5

Total

14

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

vectorize-io/hindsight

Path

skills/hindsight-self-hosted/SKILL.md

Reviewed

Table of Contents

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